#Data analyst course in abu dhabi

[edubrand]

Data analyst course in abu dhabi

Edubrand offers a comprehensive Data Analyst course in Abu Dhabi, designed for beginners and professionals who want to master data analysis, visualization, and business intelligence.

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 A data analyst is a professional who interprets, processes, and analyzes data to help organizations make informed business decisions. Datamites provides online training in Abu Dhabi,Uae

[timetrainingcenterabudhabi]

Building a High-Performance Culture: Inside an Appraisal-Management Masterclass

Qatar’s pivot toward data-driven, agile HR practices is mirrored across the Gulf, but Abu Dhabi’s government and private-sector employers are moving especially fast to modernise performance reviews—replacing once-a-year scorecards with continuous, AI-supported feedback loops. This article explains why forward-looking HR teams need structured training in appraisal design, what a best-practice syllabus looks like, and how an Effective Performance Appraisal Management Course In Abu Dhabi equips managers to lead fair, growth-oriented reviews.

1 The New Rules of Performance Management

Annual ratings are out; “always-on” coaching is in. Surveys show 94 % of employees prefer real-time feedback and that firms with continuous check-ins see turnover drop by nearly 15 %.  Small and mid-size companies piloting fortnightly check-ins report sharper decision-making and faster skill development. Analysts expect AI-guided feedback frameworks (for example, the COIN model) to dominate appraisal systems by 2025. Research also confirms that positive, specific feedback boosts future performance more than criticism alone. 

1.1 Diversity & Inclusion Pressures

Bias-free reviews are now a governance priority: DEI-aligned systems use standardised criteria and self-assessment to reduce rating disparities and increase innovation. Transparent dashboards that let staff track goals in real time further reinforce fairness and engagement. 

1.2 Regional Imperatives

The UAE’s Vision 2031 and Emiratisation policies tie salary progression to demonstrable competence, amplifying demand for skilled appraisers who can link individual OKRs to national economic priorities. Local HR guides advise aligning KPIs with Federal Authority for Government Human Resources (FAHR) frameworks and scheduling mid-year reviews as formal checkpoints. 

2 Why Abu Dhabi Professionals Need This Course

Abu Dhabi’s workforce is one of the most culturally diverse in the world, spanning oil-and-gas engineers, fintech analysts, and public-sector project leaders. Tailored appraisal criteria ensure fair recognition across roles and backgrounds, but designing those criteria demands specialist know-how. Meanwhile, local HR tech adoption is surging—cloud platforms with predictive analytics require managers who can interpret the data and coach accordingly. A structured course therefore bridges three gaps: legal compliance, analytics literacy, and inclusive people skills.

3 Course Architecture and Outcomes

A leading syllabus in the emirate typically spreads over 40–60 contact hours, mixing workshops with tech labs and role-play. By the end, delegates can:

Map SMART or OKR goals to organisational and national strategies.

Conduct bias-aware, evidence-based appraisal dialogues that emphasise growth.

Deploy AI-powered tools to aggregate 360° feedback and visualise performance trends.

Draft legally compliant documentation in line with UAE labour codes.

Core Modules

Module

Key Focus

Evidence & Best Practice

Foundations of Modern PM

Shift from annual reviews to agile, continuous coaching

HBR and SHRM data on feedback frequency 

Metrics & Goal-Setting

SMART vs. behavioural goals; linking KPIs to FAHR standards

UAE guidance on KPI alignment 

Giving & Receiving Feedback

COIN model, positive reinforcement, bias mitigation

Field studies on feedback efficacy 

Technology Lab

Hands-on with review dashboards, sentiment analysis

Analytics tools outlined by Quantum Workplace

Legal & Ethical Aspects

Confidentiality, data protection, grievance handling

UAE labour-law checkpoints 

Capstone Simulation

360° appraisal with peer coaching and action plan

Continuous-feedback case studies 

4 Learning Formats and Assessment

Most providers combine interactive lectures, scenario-based simulations, and AI-enabled practice systems that let participants draft appraisal notes and receive instant clarity scores. Post-course certification often requires a proctored exam plus submission of a workplace project—for instance, redesigning one department’s review cycle and documenting turnover impact six months later. 

5 Return on Investment

Organizations implementing refreshed appraisal frameworks report:

20–30 % faster upskilling thanks to clear growth plans and coaching.

Up to 30 % reduction in voluntary attrition after adopting continuous feedback.

Sharper succession pipelines, aided by capability assessments that flag high-potential Emirati talent.

For individuals, mastery of appraisal science is a gateway skill: salaries for HR Business Partners with strong PM credentials in Abu Dhabi average AED 24,000 per month, ranking among the top quartile of HR compensation in the GCC. 

6 Final Thoughts

Performance conversations shape culture, productivity, and retention. As Abu Dhabi accelerates its transition to a knowledge economy, managers who can deliver evidence-based, bias-free, tech-enabled reviews will be indispensable. A rigorous appraisal-management course provides the framework, practice, and certification to meet that challenge—turning annual dread into year-round dialogue that unlocks both human potential and strategic impact.

[simfotix]

Unlock Data Potential with the Best Online Course for Power BI Company in UAE

Discover actionable insights with Simfotix's Online Course for Power BI—trusted by leading companies in the UAE. Designed for business professionals, analysts, and decision-makers, our course delivers hands-on training in data visualization, dashboards, and real-time reporting. Learn to transform raw data into powerful business intelligence with Microsoft Power BI. Simfotix’s expert-led curriculum ensures upskilling that aligns with modern business needs. Whether you're in Dubai, Abu Dhabi, or anywhere in the UAE, our flexible online learning makes it easy to master Power BI from anywhere. Enroll today and empower your organization with data-driven success!

[smartzett]

Leading Cyber Security Courses in UAE

With an increasing risk of cyber attacks, knowledge of cyber security is essential to protect organizations and personal data. Smartzett Academy, a top educational consultancy in the UAE, offers UAE Cyber Security Courses appropriately tailored to industry needs to enable students to learn how to counter today's sophisticated attacks. Our Cyber Security curriculum spans key domains: network defense, ethical hacking, malware analysis, cryptography, and incident response. Students have hands‑on experience with tools such as Wireshark, Metasploit, and Nessus through our labs and simulations. Our expert instructors—professional experts from major UAE banks, government cyber‑units, and technology companies—mentor students through the gap between theory and practice. Flexible study patterns at Smartzett Academy feature evening and weekend batches, as well as completely online classes, so working professionals and graduates can avail themselves. Regular tests and mock drills ensure that not only do you know concepts but that you are also able to implement them under timed conditions. Upon completion of our Cyber Security Courses in UAE, the participants receive globally acclaimed certifications and placement assistance. Smartzett Academy has robust industry relationships with prominent Dubai and Abu Dhabi organizations, assisting in the placement of students in positions like Security Analyst, Penetration Tester, and Compliance Officer. With an immense demand for cyber security professionals in the government, healthcare and finance sectors, our graduates have a very strong opportunity to gain a very high-paying job. Smartzett Academy's U.A.E. Cyber Security Training delivers training, certification, and employment no matter if it is your first time in this career or you are using your experience in IT to enhance what you earn. Sign up, and earn a future!

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High-Demand Jobs in UAE for Indian Students After Graduation

The United Arab Emirates (UAE) has become a hotspot for international students, including those from India, seeking promising career prospects. With its thriving economy, tax-free income, and diverse job market, the UAE offers lucrative career opportunities in UAE for fresh graduates. If you're an Indian student looking to kickstart your career in the UAE, here are some high-demand jobs to consider:

1. Information Technology (IT) and Software Development

The UAE’s rapid digital transformation has created an increasing demand for IT professionals. Roles such as software developers, cybersecurity specialists, AI engineers, and data analysts are in high demand, especially in cities like Dubai and Abu Dhabi.

2. Healthcare and Medical Services

The UAE's healthcare industry continues to grow, leading to a demand for skilled medical professionals. Doctors, nurses, medical technicians, and healthcare administrators are sought-after, particularly in government hospitals and private medical facilities.

3. Finance and Banking

With Dubai being a global financial hub, the finance and banking sector offers numerous career options. Chartered accountants, investment analysts, financial advisors, and risk managers have ample opportunities in multinational corporations and banks.

4. Hospitality and Tourism

Tourism is one of the UAE’s strongest industries, making it an excellent sector for graduates interested in hospitality. Jobs in hotel management, event planning, and travel consultancy are readily available, particularly in tourist-friendly cities.

5. Engineering and Construction

The UAE's booming infrastructure projects have led to an increasing demand for civil, mechanical, and electrical engineers. With continuous investments in smart cities and urban development, engineering remains a high-demand career path.

6. Sales and Marketing

Companies in the UAE are always looking for talented sales and marketing professionals to enhance their brand presence. Digital marketing specialists, SEO experts, and business development managers are among the top hiring roles in this field.

7. Education and Teaching

With a growing focus on quality education, teaching jobs in the UAE, especially in international schools and universities, are highly sought-after. English language instructors, STEM educators, and curriculum designers are in demand.

8. Logistics and Supply Chain Management

Given the UAE’s strategic location, logistics and supply chain management professionals are essential to businesses. Jobs in warehousing, procurement, and transportation management are on the rise.

How to Secure a Job in the UAE?

Apply for internships: Many companies in the UAE prefer hiring candidates with relevant local experience.

Utilize networking platforms: Websites like LinkedIn and GulfTalent can help you connect with potential employers.

Understand visa requirements: Securing an employment visa is crucial for working legally in the UAE.

Enhance your skillset: Consider taking certifications or short courses to stand out in the competitive job market.

The UAE continues to be a promising destination for Indian students seeking career growth. By exploring the right career opportunities in UAE, you can pave the way for a successful professional journey.

[docstaeducation]

The Ultimate Guide to Getting Started with Machine Learning Course  

The world of technology is constantly evolving, and machine learning is at the forefront of this change. Aspiring machine learning practitioners have a wealth of resources at their disposal, from online courses and books to tutorials and bootcamps. This guide will equip you with the knowledge you need to embark on your machine learning journey, outlining the fundamentals, career paths, and resources to get you started.  

What is Machine Learning?  

Machine learning is a subfield of artificial intelligence (AI) that allows software to learn without explicit programming. Unlike traditional software that relies on pre-defined rules, machine learning algorithms can improve their performance through exposure to data. Imagine a programme that analyses millions of emails to identify spam. Over time, the algorithm learns from this data, recognising patterns and adapting to identify new spam messages. Machine learning is behind features like voice-to-text technology on your iPhone or Android, constantly improving through the vast amount of data it processes.  

The Importance of Machine Learning  

Machine learning plays a crucial role in modern society. By spotting trends and patterns in data, it automates manual tasks and unlocks a vast range of applications. From recommending products on online shopping platforms to optimising traffic flow in cities, machine learning is constantly improving our lives. As data continues to grow exponentially, machine learning's importance will only increase, making it a valuable skill for future careers.  

Different Job Roles in Machine Learning  

The field of machine learning offers diverse career paths. Here are some of the key roles:  

Data Analyst: Analyses and interprets data to identify trends and patterns relevant to machine learning projects.  

Machine Learning Engineer: This position designs, builds, and implements machine learning models, working closely with data scientists and software engineers.  

Data Engineer: Develops and maintains the infrastructure to collect, store, and process large datasets for machine learning applications.  

Computational Linguist: Applies machine learning techniques to analyse and understand human language, often used in natural language processing (NLP).  

Software Developer: Develops and integrates machine learning models into software applications.  

Which is the Best Place to Learn Machine Learning?  

When it comes to the best institute for learning machine learning, Docsta Learn stands out as a top institute in Abu Dhabi. With a comprehensive curriculum, experienced instructors, and hands-on projects, Docsta Learn ensures that students receive quality education and practical exposure to excel in the field of machine learning. Whether you're a beginner or seeking to advance your skills, Docsta Learn provides the perfect platform to embark on your machine learning journey.  

While this guide provides a starting point, the journey to becoming a machine learning expert is an ongoing process. Embrace the challenge, stay curious, and keep learning. Remember, the world of machine learning is full of exciting possibilities waiting to be explored! 

FAQ's  

How should I start studying machine learning?  

Start with foundational concepts in mathematics and programming, then explore beginner-friendly machine learning tutorials and courses online.  

What are the 7 steps of machine learning?  

Define the problem and gather data.  

Preprocess the data.  

Split the data into training and testing sets.  

Choose a model and train it on the training set.  

Evaluate the model's performance on the testing set.  

Fine-tune the model parameters.  

Deploy the trained model and monitor its performance.  

How can I start my career in machine learning?  

You can begin by learning fundamental concepts, mastering programming languages like Python, taking online courses, and working on practical projects.  

[educationabudhabhi]

The Ultimate Guide to Getting Started with Machine Learning Course  

The world of technology is constantly evolving, and machine learning is at the forefront of this change. Aspiring machine learning practitioners have a wealth of resources at their disposal, from online courses and books to tutorials and bootcamps. This guide will equip you with the knowledge you need to embark on your machine learning journey, outlining the fundamentals, career paths, and resources to get you started.  

What is Machine Learning?  

Machine learning is a subfield of artificial intelligence (AI) that allows software to learn without explicit programing. Unlike traditional software that relies on pre-defined rules, machine learning algorithms can improve their performance through exposure to data. Imagine a program that analyzes millions of emails to identify spam. Over time, the algorithm learns from this data, recognizing patterns and adapting to identify new spam messages. Machine learning is behind features like voice-to-text technology on your iPhone or Android, constantly improving through the vast amount of data it processes.  

The Importance of Machine Learning  

Machine learning plays a crucial role in modern society. By spotting trends and patterns in data, it automates manual tasks and unlocks a vast range of applications. From recommending products on online shopping platforms to optimizing traffic flow in cities, machine learning is constantly improving our lives. As data continues to grow exponentially, machine learning's importance will only increase, making it a valuable skill for future careers.  

Different Job Roles in Machine Learning  

The field of machine learning offers diverse career paths. Here are some of the key roles:  

Data Analyst: Analyzes and interprets data to identify trends and patterns relevant to machine learning projects.  

Machine Learning Engineer: This position designs, builds, and implements machine learning models, working closely with data scientists and software engineers.  

Data Engineer: Develops and maintains the infrastructure to collect, store, and process large datasets for machine learning applications.  

Computational Linguist: Applies machine learning techniques to analyze and understand human language, often used in natural language processing (NLP).  

Software Developer: Develops and integrates machine learning models into software applications.  

Which is the Best Place to Learn Machine Learning?  

When it comes to the best institute for learning machine learning, Docsta Learn stands out as a top institute in Abu Dhabi. With a comprehensive curriculum, experienced instructors, and hands-on projects, Docsta Learn ensures that students receive quality education and practical exposure to excel in the field of machine learning. Whether you're a beginner or seeking to advance your skills, Docsta Learn provides the perfect platform to embark on your machine learning journey.  

While this guide provides a starting point, the journey to becoming a machine learning expert is an ongoing process. Embrace the challenge, stay curious, and keep learning. Remember, the world of machine learning is full of exciting possibilities waiting to be explored! 

FAQ's  

How should I start studying machine learning?  

Start with foundational concepts in mathematics and programing, then explore beginner-friendly machine learning tutorials and courses online.  

What are the 7 steps of machine learning?  

Define the problem and gather data.  

Preprocess the data.  

Split the data into training and testing sets.  

Choose a model and train it on the training set.  

Evaluate the model's performance on the testing set.  

Fine-tune the model parameters.  

Deploy the trained model and monitor its performance.  

How can I start my career in machine learning?  

You can begin by learning fundamental concepts, mastering programming languages like Python, taking online courses, and working on practical projects.  

[islanublar]

Investors: Masrani Global

PROFILE

Masrani is one of the world's most successful corporations, with portfolios in both the commercial and industrial sectors and services spanning telecommunications, oil production, biological engineering, and construction. Generating a total profit of over $800 million in the 2014 fiscal year, Masrani can credit vision and innovation in its successes over the last two decades with CEO Simon Masrani at the helm.

Since the Masrani Global Corporation's NASDAQ market debut in 2000, Masrani has witnessed growth to over 70,000 team members, 250,000 shareholders from all across the world, and a list of stakeholders growing every day. Masrani is a significant global employer and CEO Simon Masrani has led from the top through acts of philanthropy and community engagement.

Investors have much to gain with the Masrani Corporation. Being one of NASDAQ 100 and Fortune 500 companies, 2014 saw a share price index increase of 13.2% from Q1 to Q4. With the world's best market analysts driving the corporation’s financial sectors, you can be assured that you're investing in the future with Masrani.

STOCK

NASDAQ MSRN (YTD): The above graph represents the year-to-date share-price index for MSRN on the NASDAQ market since Janurary 1, 2015.

NASDAQ Share Price Index: $158.12* -3.36 ⇓ 2.08%

CEO'S MESSAGE

As one of the leading Fortune 500 companies, Masrani Global has continued to advance and excel in major markets around the world. America, Asia, Europe and Australasia, no region has been left untouched. Having overseen a magnificent year in our two leading fields - namely genetics and research & development - we have set our sights on improving on new horizons.

Since its inauguration in 2005, Jurassic World has captivated millions around the globe. By 2015 we are expecting our 10 millionth visitor to Isla Nublar. For investors, that spells success.

What does 2015 hold? We have a world-class genetics and research and development team who have some ideas that will take genetics to the next level. Using InGen technology, combined with Masrani innovation, the world is ours to make and enjoy. I wish all of you the best as we head into a new era.

Chief Executive Officer: Simon Masrani reflects on an encouraging start to the 2014-15 financial year.

FY2014 REPORT

The Masrani Global Corporation posted one the most successful years in its history during the 2014 financial year, thanks in large part to investments in more sustainable energy technologies early in Q2. Now the world's 12th richest company, Masrani Global entered the 2015 fiscal year valued at 562.15 billion dollars.

Despite Masrani Oil's L-12 hiccup in August, 2014 was a year for investors to largely celebrate. Starting off Q1 with a share price index of $159.12, Masrani Global (NASDAQ: MSRN) continued its steady rise ending the year on a high of $180.12 after a series of innovative technological approaches. For the eighth year in a row, Masrani Global showed why it is one of the world's safest investments - with a net profit of 822.38 million dollars and a positive share price index increase of 13.2% over FY2014.

Simon Masrani was optimistic on the future prospects of the workforce. "We recently set up the Masrani scholarship program, which has assisted top graduates find positions within our companies all over the world", he said from Masrani's recently renovated offices in Shanghai. "We encourage our interns to think with fresh and open minds. If someone has a good idea, it needs to be nurtured. Some of the world's most successful ventures have come from young talent who just hung onto one unique idea. This is where the true future investment of Masrani lays."

2014 saw the continued investment of assets within the industrial (Masrani Oil, Timack Construction) and technological (InGen, Tatsu Technology) fields. While the overall intention was to focus on new technologies, sharing of information across subsidiaries was the underlying philosophy.

"Last year was one of scientific advancement", said Mr. Richard Wiesner, COO of Masrani Global. "We witnessed various subsidiaries working with each other to bring about the most exciting innovations the world has yet to see. Mascom launched satellites carrying Tatsuo processors, Analysys provided data that helped Medixal drive innovative healthcare, and Axis Boulder helped Masrani Oil make advances in sustainability."

Dr. Henry Wu, Lead Geneticist of InGen Technologies, was also excited about the future prospects of Jurassic World. Speaking from a scientific convention in Chicago, he said, "Thanks to the changing nature of genetics and the limitless power of the human imagination, we can now push boundaries that were once considered to be decades away."

Wiesner credited Jurassic World's latest success to Simon Masrani's recent announcement of the new Indominus rex attraction. “Since opening we've seen online bookings skyrocket” he explained. “2015 is going to be a fantastic year for Jurassic World."

InGen Technologies temporarily closed down two of its mines in Argentina to focus on its Martel expedition in Siberia, a move that has so far yielded an abundance of highly preserved carcasses. Despite the exciting finds, Dr. Henry Wu has held back on speculating whether Jurassic World might be including recreated assets from the Cenozoic Era. "Right now we are focused on the construction of the world's most complete genomic library", Dr. Wu reiterated. "But if the world tells us that's what they want to see, we're more than prepared."

FY2013 Report

Masrani continued it's trend since 2008 to post billion dollar profits over the financial year. Now a $521.42 multi-billion corporation, Masrani Globlal is on the verge of being one of the world's top 10 companies by 2020 should current market predictions continue.

Showing no change in course for the last four years, Masrani Global (NASDAQ: MSRN) continued to set its high standards for 2013. Showing a steady incline, starting off the year in Q1 with a share price index of $138.52 and ending the year at Q4 on a high of $159.12 after rumors of further investment in InGen resources.

Hiring an additional 4,000 staff over the course of the year, Masrani looked to increase its workforce in the United Arab Emirates, with an upgraded oil refinary expecting to be completed in early 2014. With a workforce age of just under 32 years of age, Marani Global is one of the most proactive workforces in the world looking in every corner for fresh talent.

Thanks to a scholarship program with Masrani, young college students excelling in their studies can now take up internships in field offices around the globe. With inauguration set for December 2014, the Masrani scholarship program has so far seen over 80,000 applications in its first year alone.

In the last two years further investment of assets within the industrial (Masrani Oil, Timack Construction) and technological (InGen, Tatsu Technology) fields continued to be made, exciting investors with new technologies and greater profits.

"Scientific advancement is something that cannot be compromised on", said Simon Masrani. "In today's world the competition is great, and with much at stake, and with the power to deliver, we find ourselves in a unique position to deliver technical advancement capabilities that go beyond the imagination."

Despite scientific advancements, Jurassic World continued to spark debate. Within the last three years, despite visitor rates climbing, the peak in numbers continued to appear during the American school holiday season, where staff on Isla Nublar are operating at 100% capacity.

Masrani Corporation's Chief Operations Officer Mr. Richard Wiesner described the year's success as merely acceptable. "You can't expect the world's greatest theme park to merely rely on the same attractions. We need to be proactive, thinking of bigger and better things. Isla Nublar only peaks in attendance during the American holiday season. Why? Proximity. The world has seen what we have to offer, but they aren't in awe as they once used to be. We need to change that. We have a chance to over the upcoming few years."

Despite speculations in the media that Jurassic World might be seen as a slowing attraction, investors can enjoy last month's announcement of a further 300 hotel rooms to be built on the island. Some big plans are coming, so stay tuned in 2014.

Last 4 FY Profit: Masrani Corporation profit in millions of dollars.

WHAT THEY ARE SAYING

Following in the footsteps of my father to make his company into a global corporation has been a lifelong goal. I have nothing but the investors of this company to thank, for they have joined me in this vision.

Simon Masrani - Chief Executive Officer, Masrani

The success that this company has given back to its investors has been incredible. It is something that other companies strive to replicate, but often can't deliver. Masrani has set new investment standards.

Richard Wiesner - Chief Operations Officer, Masrani

The pleasure it gives me to see that with every building we construct is another addition to help the global economy is greatly satisfying. With 8,000 workers, we all look forward to building the future.

Anthony Leigh - Director of Operations, Timack Construction

With Masrani Energy in Abu Dhabi, our workers come from diverse backgrounds with diverse skills, all towards one common goal - to build on the success of the Masrani corporation.

Jennifer Oliver - HR Manager, Masrani Energy

[edubrand]

Data analyst training abu dhabi

If you're looking for Data Analyst training in Abu Dhabi, Edubrand offers expert-led courses to help you gain the skills needed for a successful career in data analysis, business intelligence, and decision-making.

[edwardbailey286]

Solar Water Desalination Plant Market to Witness Significant Growth until 2027

Solar Water Desalination Plants: Introduction

A solar water desalination plant produces potable water from saline water through direct or indirect methods of desalination powered by sunlight

The design of a direct (or a passive) plant unit, generically called a solar still, can be quite simple

Solar water desalination plants are powered solely by solar energy. Hence, weather conditions and variable solar intensity led by shifting position of the sun throughout the day can negatively impact the efficiency of these plants.

The heat that drives the desalination process can also be provided by large arrays of sunlight-concentrating mirrors. However, it is expensive to manufacture and install those mirrors.

Factors such as technical simplicity, low maintenance requirements, and ease of operation are highly important for successful installation of distributed solar powered desalination plant systems.

Key Drivers of Global Solar Water Desalination Plant Market

Solar light can be considered a new energy source for desalination of water, primarily in offshore applications. Rising concerns related to climate change, carbon emissions, rapid growth of human population, and contamination of water resources lead to requirement for more amount of fresh water for both commercial and domestic usage.

Growing environment-related concerns and rising usage of clean energy substitutes are estimated to be key factors driving the global solar water desalination plant market during the forecast period

Government policies and initiatives favoring the installation of solar water desalination plant units are projected to provide immense opportunities to the global solar water desalination plant market during the forecast period

Request A Sample Copy Of The Report https://www.transparencymarketresearch.com/sample/sample.php?flag=S&rep_id=74398

Restraints of Global Solar Water Desalination Plant Market

A large amount of concentrated brine is discharged from saline water desalination plants. This brine is not only salt concentrated, but it also contains chemicals such as anti-scaling agents from pre- and post-treatment. This results in high salt concentration in the area near the brine discharge point. Thus, brine disposal is an issue that challenges all desalination technologies.

Efficiency of solar water desalination plant systems is purely governed by preferably high rates of heat and mass transfer during evaporation and condensation. Thus, surfaces need to be properly designed within planned objectives in terms of heat transfer efficiency, economy, and reliability.

Also, Condensation heat is valuable, as a large amount of solar energy is required to evaporate water and generate saturated, vapor-laden hot air. This amount of solar energy gets transferred to the condenser's surface during condensation. However, in most forms of solar stills, this heat of condensation is expelled from the system as waste heat.

Solar-powered desalination plant installation is highly energy intensive and costly, which makes it economically unfeasible for large- and small-scale installations

Major Developments

In October 2019, REvivED Water consortium and Trunz, in their pilot plant, conducted tests by using the combination of electro dialysis (ED), reverse electro dialysis (RED), and reverse osmosis (RO) for improving the efficiency of solar seawater desalination

In July 2019, researchers from Rice University in the U.S. used 'inexpensive plastic lenses' to concentrate sunlight and create 'hot spots' on solar-powered desalination systems

In April 2019, Niti Aayog announced that India’s first solar-powered desalination plant would be set up in the state of Tamil Nadu, India. Under this project, India has planned to build desalination plants along the 7800-kilometer coastline of Tamil Nadu.

In November 2018, a symbolic foundation stone for the 5,200-m3/d desalination facility, which would located on the Red Sea coast at Yanbu, Saudi Arabia, was laid by King Salman during his visit to King Abdul-Aziz City for Science and Technology (KACST) in Riyadh, Saudi Arabia. Under this project, Saudi Arabia has planned to build a solar-powered desalination plant by using the adsorption technology.

Middle East & Africa to Hold a Major Share of Global Solar Water Desalination Plant Market

Based on region, the global solar water desalination plant market can be classified into North America, Asia Pacific, Europe, Latin America, and Middle East & Africa

Middle East & Africa is likely to dominate the global market during the forecast period. High investments, especially in North Africa, as well as technological advancements are driving the market in the region.

Moreover, favorable government initiatives in GCC and Africa have prompted leading global players to invest in these sub-regions

The market in the Middle East is likely to witness significant growth between 2019 and 2027, as more number of oil- and gas-based economies have turned toward the desalination sector

Leading players in Abu Dhabi, Saudi Arabia are also interested in using solar power as an alternative to carry out reverse-osmosis desalination, which uses electricity to pump saline water through membrane filters

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Key Players Operating in Global Market

Some of the key players operating in the global solar water desalination plant market are:

Photon Energy Systems Limited

Solar Water Solutions Ltd

Tesla

Sterlitech Corporation

Sinovoltaics Group

Trunz Water Systems AG

AMP

Elemental Water Makers B.V.

F CUBED LIMITED

Photon Energy Systems Ltd.

Waaree Energies Ltd.

Water Office

Global Solar Water Desalination Plant Market, by Membrane Process

Solar-powered Reverse Osmosis

Membrane Distillation

Electro-dialysis and Electro-dialysis Reversal

Global Solar Water Desalination Plant Market, by Method

Solar-powered Humidification-Dehumidification (HDH) Desalination

Solar Diffusion Driven Desalination

Solar Membrane Distillation

Concentrated Solar Power (CSP) -based Desalination

Solar Pond Distillation

Global Solar Water Desalination Plant Market, by Region

U.S.

Canada

Germany

France

U.K.

Italy

Spain

Russia & CIS

Rest of Europe

China

Japan

India

ASEAN

Rest of Asia Pacific

Brazil

Mexico

Rest of Latin America

GCC

South Africa

Rest of Middle East & Africa

This study by TMR is all-encompassing framework of the dynamics of the market. It mainly comprises critical assessment of consumers' or customers' journeys, current and emerging avenues, and strategic framework to enable CXOs take effective decisions.

Our key underpinning is the 4-Quadrant Framework EIRS that offers detailed visualization of four elements:

Customer Experience Maps

Insights and Tools based on data-driven research

Actionable Results to meet all the business priorities

Strategic Frameworks to boost the growth journey

The study strives to evaluate the current and future growth prospects, untapped avenues, factors shaping their revenue potential, and demand and consumption patterns in the global market by breaking it into region-wise assessment.

The following regional segments are covered comprehensively:

North America

Asia Pacific

Europe

Latin America

The Middle East and Africa

The EIRS quadrant framework in the report sums up our wide spectrum of data-driven research and advisory for CXOs to help them make better decisions for their businesses and stay as leaders.

Below is a snapshot of these quadrants.

1. Customer Experience Map

The study offers an in-depth assessment of various customers’ journeys pertinent to the market and its segments. It offers various customer impressions about the products and service use. The analysis takes a closer look at their pain points and fears across various customer touchpoints. The consultation and business intelligence solutions will help interested stakeholders, including CXOs, define customer experience maps tailored to their needs. This will help them aim at boosting customer engagement with their brands.

2. Insights and Tools

The various insights in the study are based on elaborate cycles of primary and secondary research the analysts engage with during the course of research. The analysts and expert advisors at TMR adopt industry-wide, quantitative customer insights tools and market projection methodologies to arrive at results, which makes them reliable. The study not just offers estimations and projections, but also an uncluttered evaluation of these figures on the market dynamics. These insights merge data-driven research framework with qualitative consultations for business owners, CXOs, policy makers, and investors. The insights will also help their customers overcome their fears.

3. Actionable Results

The findings presented in this study by TMR are an indispensable guide for meeting all business priorities, including mission-critical ones. The results when implemented have shown tangible benefits to business stakeholders and industry entities to boost their performance. The results are tailored to fit the individual strategic framework. The study also illustrates some of the recent case studies on solving various problems by companies they faced in their consolidation journey.

4. Strategic Frameworks

The study equips businesses and anyone interested in the market to frame broad strategic frameworks. This has become more important than ever, given the current uncertainty due to COVID-19. The study deliberates on consultations to overcome various such past disruptions and foresees new ones to boost the preparedness. The frameworks help businesses plan their strategic alignments for recovery from such disruptive trends. Further, analysts at TMR helps you break down the complex scenario and bring resiliency in uncertain times.

You May Also Like PRNewswire on https://www.prnewswire.com/news-releases/sake-brewery-industry-to-play-a-positive-role-in-cubitainers-market-growth-from-2020-to-2028-transparency-market-research-301104740.html

The report sheds light on various aspects and answers pertinent questions on the market. Some of the important ones are:

1. What can be the best investment choices for venturing into new product and service lines?

2. What value propositions should businesses aim at while making new research and development funding?

3. Which regulations will be most helpful for stakeholders to boost their supply chain network?

4. Which regions might see the demand maturing in certain segments in near future?

5. What are the some of the best cost optimization strategies with vendors that some well-entrenched players have gained success with?

6. Which are the key perspectives that the C-suite are leveraging to move businesses to new growth trajectory?

7. Which government regulations might challenge the status of key regional markets?

8. How will the emerging political and economic scenario affect opportunities in key growth areas?

9. What are some of the value-grab opportunities in various segments?

10. What will be the barrier to entry for new players in the market?

[timetrainingcenterabudhabi]

Empowering Your Future: Exploring Python Classes in Abu Dhabi

In today's technology-driven world, Python has emerged as one of the most versatile and in-demand programming languages. Its simplicity, readability, and extensive libraries make it a preferred choice for beginners and seasoned developers alike. For individuals in the UAE capital aiming to enhance their programming skills, enrolling in Python Classes in Abu Dhabi offers a strategic pathway to career advancement and personal growth.

Understanding the Importance of Python

Python's widespread adoption across various industries stems from its ability to facilitate rapid development and integration. Whether it's web development, data analysis, artificial intelligence, or automation, Python provides the tools and frameworks necessary to build robust applications efficiently. Its open-source nature and supportive community further contribute to its growing popularity among developers worldwide.

Advantages of Pursuing Python Classes in Abu Dhabi

1. Comprehensive Curriculum

Python courses in Abu Dhabi are designed to cater to a diverse audience, from novices to experienced programmers. The curriculum typically covers fundamental concepts such as variables, data types, control structures, functions, and object-oriented programming. Advanced topics may include web frameworks like Django, data science libraries such as Pandas and NumPy, and machine learning algorithms.

2. Experienced Instructors

Institutions in Abu Dhabi boast a team of seasoned instructors with extensive industry experience. Their practical insights and real-world examples enrich the learning experience, enabling students to grasp complex concepts with ease.

3. Flexible Learning Options

Recognizing the varied schedules of learners, many training centers offer flexible learning modes, including weekend classes, evening sessions, and online courses. This flexibility ensures that professionals and students can balance their commitments while pursuing their educational goals.

4. Hands-On Projects

A key component of Python classes is the emphasis on practical application. Students engage in hands-on projects that simulate real-world scenarios, allowing them to apply theoretical knowledge and develop problem-solving skills.

Career Opportunities Post-Certification

Completing a Python course opens doors to a multitude of career paths. Graduates can pursue roles such as:

Software Developer: Designing and developing applications across various platforms.

Data Analyst: Interpreting complex data sets to inform business decisions.

Machine Learning Engineer: Building algorithms that enable machines to learn and adapt.

Web Developer: Creating dynamic and responsive websites using frameworks like Django and Flask.

The demand for Python professionals is on the rise, with industries such as finance, healthcare, education, and technology seeking skilled individuals to drive innovation and efficiency.

Selecting the Right Python Course

When choosing a Python class in Abu Dhabi, consider the following factors:

Accreditation: Ensure the institution is recognized and offers certified programs.

Curriculum Depth: Review the course content to confirm it aligns with your learning objectives.

Instructor Expertise: Research the qualifications and experience of the teaching staff.

Student Support Services: Look for institutions that provide career counseling, mentorship, and post-course assistance.

Conclusion

Embarking on Python Classes in Abu Dhabi is a strategic investment in one's professional development. The comprehensive training, experienced instructors, and practical projects equip learners with the skills necessary to thrive in today's competitive job market. As industries continue to embrace digital transformation, proficiency in Python will remain a valuable asset, opening doors to diverse and rewarding career opportunities.

[simfotix]

Master Business Intelligence with Our Online Power BI Course in UAE

In today's data-driven world, business intelligence has become a crucial asset for every industry. Simfotix, a trusted name in professional training and development, offers a comprehensive Online Power BI Course in the UAE designed to empower professionals, analysts, and business users with in-demand skills to turn raw data into meaningful insights.

Whether you are in Dubai, Abu Dhabi, Sharjah, or anywhere across the Emirates, our online Power BI training enables you to learn from the comfort of your home or office with live instructor-led sessions and practical hands-on experience.

Why Choose Power BI?

Microsoft Power BI is one of the most powerful and widely used business intelligence tools in the world. With the ability to connect to hundreds of data sources, create interactive dashboards, and share reports seamlessly, Power BI is an essential skill for business analysts, data professionals, and decision-makers.

By enrolling in our online Power BI course in UAE, you’ll gain the ability to:

Visualize data with stunning dashboards and reports

Transform raw data into actionable insights

Automate data processes using Power Query

Leverage advanced DAX formulas for calculations

Share real-time reports across departments and teams

Why Simfotix for Online Power BI Course UAE?

Simfotix is known for delivering high-quality professional development courses across the GCC. Our Online Power BI Course in UAE stands out due to:

Live Online Sessions: Conducted by certified trainers with real industry experience

Practical Learning: Work on real datasets and case studies for hands-on understanding

Flexible Timing: Suitable for working professionals with weekend and evening batches

Certification: Get a certificate upon successful completion of the course

Post-training Support: Continued guidance and resources to help you master Power BI tools

Whether you’re a complete beginner or looking to upgrade your skills, our structured curriculum ensures you progress from basic to advanced levels effectively.

What You’ll Learn

Our Online Power BI Course UAE covers a wide array of topics to build your skills comprehensively:

Introduction to Business Intelligence and Power BI

Connecting Power BI to various data sources (Excel, SQL Server, Web APIs, etc.)

Data transformation and modeling using Power Query

Creating dashboards and visuals (charts, maps, KPI indicators)

Understanding and using DAX (Data Analysis Expressions)

Publishing and sharing reports through Power BI Service

Real-world business scenarios and dashboard development

Who Should Enroll?

This Power BI training in UAE is ideal for:

Business Analysts

Data Analysts

Finance Professionals

IT Professionals

Sales & Marketing Executives

Project Managers

Anyone interested in business data visualization and reporting

No prior coding experience is required. A basic understanding of Excel is helpful but not mandatory.

Learn at Your Own Pace – From Anywhere in the UAE

Simfotix understands the importance of flexible learning in today’s fast-paced environment. Our online Power BI course allows you to access sessions remotely, interact with instructors, participate in group exercises, and review session recordings at your convenience. Whether you're in Dubai, Ajman, Ras Al Khaimah, or Fujairah – all you need is an internet connection to start your journey with us.

Enroll Today and Elevate Your Career

The demand for Power BI professionals is on the rise in the UAE job market. Equip yourself with one of the most sought-after skills in business analytics and take the next step in your career.

Visit Simfotix.com to explore our upcoming batches for the Online Power BI Course in UAE and register today. Let our expert trainers help you unlock the true potential of data and empower your business decision-making capabilities.

[techsciresearch]

UAE Tire Market  to Register 11% CAGR until 2025: TechSci Research

Increasing adoption of passenger cars for personal use and pickup trucks for both commercial and personal use coupled with increasing fleet of commercial vehicles to boost UAE tire market

According to TechSci Research report, “UAE Tire Market by Vehicle Type, By Radial vs Bias, By Sales Channel,  By Region, Competition, Forecast & Opportunities, 2025”, UAE tire market is anticipated to grow at over 11% to surpass $ 420 million by 2020, owing to rising demand for passenger cars including SUVs and sedans due to the increase in off-roading activities, sports activities, increase of personal use and rising number of tourists in the country. Low cost of fuel, increasing disposable income of people and good road conditions are expected to positively influence the tire market in the UAE during the forecast period. Continuous business expansion of leading tire companies in the country by enriching their product portfolio and customer outreach through dealer additions is anticipated to intensify the competition in the country’s tire market over the course of the next five years. Companies in the UAE are also introducing more performance-oriented tires to better suit different driving conditions, which is further anticipated to promote the level of technological advancements in the UAE tire market. Dubai accounts for the maximum share in the UAE tire market on account of large fleet of passenger cars, increasing number of tourists, rising off roading activities and growing number of construction projects in Dubai.

Browse more than 20 market data Figures spread through over 70 Pages and an in-depth TOC on    "UAE Tire Market"

https://www.techsciresearch.com/report/uae-tire-market/1753.html

UAE tire market can be segmented based on vehicle type,  by radial vs bias and by region. In terms of vehicle type, passenger car tire segment dominates the country’s tire market and the trend is expected to continue in the forthcoming years as well. Tires for SUVs will continue to dominate the passenger car tire market due to increasing off roading and sporting activities across the country. In terms of sales channel, the offline sales channel for tires in the UAE is dominating the market and will continue to dominate the market over the next five years. But during the forecast period, the online sales channel is expected to grow at a robust pace.

Download Sample Report  @ https://www.techsciresearch.com/sample-report.aspx?cid=1753

Customers can also request for 10% free customization on this report.

Bridgestone, Michelin, Dunlop, Hankook, Yokohama among others are some of the leading players operating in UAE tire market. Apart from the flagship companies, many Chinese players are also increasing their footprint in the UAE tire market by pushing their low-cost products in the market. “Dubai dominated the UAE tire market in 2019, backed by increase in passenger car fleet size, increase in personal transportation and growth of several sporting as well as off roading activities. Demand for tires is anticipated to increase in Abu Dhabi and Sharjah regions as well in coming years, on account of rising number of tourists and on account of increase in commercial projects. The country is anticipated to undergo major infrastructure transformations in energy, communication, transport, water, health and housing sectors in the coming years. This is projected to boost demand for automobiles as well as tires in the country over medium to long term.”, said Mr. Karan Chechi, Research Director with TechSci Research, a research based North America management consulting firm.

“UAE Tire Market by Vehicle Type, By Radial vs Bias, By Sales Channel,  By Region, Competition, Forecast & Opportunities, 2025”, has evaluated the future growth potential of UAE tire market and provides statistics & information on market size, structure and future market growth. The report intends to provide cutting-edge market intelligence and help decision makers take sound investment decisions. Besides, the report also identifies and analyzes the emerging trends along with essential drivers, challenges, and opportunities in UAE tire market.

Browse Related Reports

Latin America Small Commercial Vehicle Market By Vehicle Type (Light Buses, Vans, Pickups, Light Trucks, etc.), By Region (North America, Middle East & Africa, Europe & CIS, Asia-Pacific & South America), Competition Forecast & Opportunities, 2011 – 2021

https://www.techsciresearch.com/report/Latin America-small-commercial-vehicle-market-by-vehicle-type-light-buses-vans-pickups-light-trucks-etc-by-region-north-america-middle-east-africa-europe-cis-asia-pacific-south-america-competition-forecast-opportunities/935.html

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 India Passenger Car Market By Vehicle Type (Hatchback, Sedan, SUV & MUV), By Segment Type (Mini, Compact, Micro, C1, C2, D, E, & F), By Fuel Type (Petrol, Diesel & CNG), By Engine Capacity, Competition Forecast & Opportunities, 2012 – 2022

https://www.techsciresearch.com/report/india-passenger-car-market/1550.html

  About TechSci Research

TechSci Research is a leading Latin America market research firm publishing premium market research reports. Serving 700 Latin America clients with more than 600 premium market research studies, TechSci Research is serving clients across 11 different industrial verticals. TechSci Research specializes in research-based consulting assignments in high growth and emerging markets, leading technologies and niche applications. Our workforce of more than 100 fulltime Analysts and Consultants employing innovative research solutions and tracking Latin America and country specific high growth markets helps TechSci clients to lead rather than follow market trends.

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[articleznew]

Sales of affordable housing units in Dubai surge

The inexpensive housing segment is experiencing the strongest call for in Dubai as homes priced beneath Dh1.five million ruled transactions in the emirate's actual estate market all through the first 9 months of 2019, latest statistics shows. Low-value properties or low-priced housing units' income registered 10.87 in line with cent year-on-yr boom throughout the January-September length this year as Dubai recorded 18,858 transactions for residences well worth as much as Dh1.5 million, compared to 17,009 offers inside the same length final yr, Property Finder Group's record .

 Analysts said sales and leasing demand for less expensive gadgets will continue to outweigh larger houses in Dubai due to a developing young population, higher percent of bachelors and small families, and more yields offered to buyers. Experts stated a correction buy apartment in uae is regularly making Dubai belongings greater low-priced to investors and end-users. Dubai realty has emerged as a mature and low priced market after shedding nearly 25 per cent of its value inside the past five years, they added. "Affordable end-consumer housing demand is nevertheless excessive and is predicted to stay the case for many years to come," Haider Tuaima, head of actual estate studies at ValuStrat, told Khaleej Times. 

Our studies has located that current charges reached preceding low tiers of 2012, which in turn is prompting many families to bear in mind and/or flow to Dubai from the Northern Emirates," he stated. Data Finder's records confirmed that 6,888 transactions had been registered in Dubai for homes valued between Dh1.five million to Dh3 million during the primary nine months of 2019, while residences valued between Dh3 million to Dh5 million recorded 2,196 transaction in the course of the period. It further noted that 726 deals for houses valued among Dh5 million to Dh10 million and 520 transactions for homes really worth extra than Dh10 million. John Stevens, managing director at Asteco Property Management,real estate companies in dubai have come to be greater affordable inside the global context because of availability of 'limitless land' for development in comparison to very saturated and limited markets of London and Hong Kong, among others. 

"Affordability isn't most effective measured in phrases of the fee, but additionally with regard to price terms. Developers have shifted their focus to the fee and bendy fee plan due to worldwide/nearby headwinds and the general squeeze in buying power," he said, adding that this trend isn't always predicted to change within the short- to medium-time period length. Farhad Azizi, CEO of Azizi Developments, said the less costly housing segment is experiencing the strongest call for - extensively extra than luxury properties. Referring to the Dubai Statistics Centre's Labour Force Survey in 2014-15, he stated about two-thirds of humans earn less than Dh5,000 in line with month. 

This approach that a huge population isn't always eligible for a mortgage as it calls for a Dh15,000 minimal salary. This phase can't buy off-plan gadgets additionally as most builders require a minimal income of Dh10,000. Stevens stated that at the same time as many citizens have been capable of improve to larger and/or higher gadgets due to multiplied supply and declining rates, a great wide variety of human beings nevertheless live in shared units because the current 'low priced housing' is inaccessible to them.   Those whose developments meet these criteria will thrive and notice a huge growth in income.

 Tuaima of ValuStrat said some builders are assembly call for for inexpensive housing units by constructing smaller and greater realistic residential spaces, in addition to offering smooth charge plans. "Our studies has proven that new-construct average prices per square foot are still relatively high when in comparison to older geared up counterparts," he stated. Data Finder's statistics also confirmed that established communities saw higher call for for geared up units, with Business Bay ranking highest at 1,036 income in the secondary market. Other famous communities had been Dubai Marina (942), International City (939), Jumeirah Village Circle (783) and Al Furjan (677).

Top real estate company in abu dhabi | Real estate companies in abu dhabi | Top real estate companies in uae | Budget apartments in dubai | Cheap apartments for sale in abu dhabi

[gadgetsrevv]

Should we be worried about Man City’s ‘superteam’ dominating the Premier League in the long term?

Pep Guardiola and Man City have been dominant in the past two seasons, but is this just the start of their dominance?

In 1953, socialist football conquered England. That November, Hungary’s “Golden Squad” — the Aranycsapat, Olympic gold medalists who hadn’t lost in three years — traveled to Wembley and essentially reset the course of British soccer. England hadn’t ever lost at home to continental opposition, but what was billed as the “Match of the Century” quickly turned into a rout.

Behind a never-before-seen kind of slick, positional fluidity, the Hungarians won 6-3, marking what Jonathan Wilson described in Inverting the Pyramid “not the moment at which English decline began but… the moment at which it was recognized.” Hungary manager Gustav Sebes took it a step further. As Wilson writes, “[He] insisted Hungary’s success, so obviously rooted in the interplay of the team opposed to the disassociated individuality of England, was a victory for socialism.”

Well, 65 years later, collective football has returned to British shores. It’s just that this time it’s being funded by a Middle Eastern royal family worth over a trillion dollars and one of the largest payrolls the Premier League has ever seen. And while Hungary haven’t qualified for the World Cup in over 30 years, Man City’s dominance (barring outside intervention from an international governing body) doesn’t seem likely to end any time soon.

– Jones: Sheffield United prove heart beats talent – Lowe: Reyes’ death casts shadow over Spanish football – Borden: Pulisic is not your wonderboy anymore

Before the 2017-18 season, no Premier League team had broken the 95-point mark in a full campaign. City have done it twice since. Last year, they relegated Liverpool’s 97-point season to second best and won the domestic treble in the process. This year, they’re the betting favorites to win the Premier League, the FA Cup, the Carabao Cup and the Champions League. Oh, and they’ve already nabbed the Community Shield.

This season, every dropped City point seems accompanied by either a Puskas-nominated goal or some form of controversial technological intervention. The natural order of things is a City win; anything else is an aberration.

The only other teams to reach that level of inevitability this decade were a handful of Bayern Munich, Barcelona and Real Madrid sides. But Bayern had the spine of the World Cup-winning German national team along with perhaps the greatest pure wingers of their generation, Arjen Robben and Franck Ribery. And Barcelona and Real Madrid? Well, they had Lionel Messi and Cristiano Ronaldo, the only two players who were inarguably better than not just Robben and Ribery, but pretty much anyone else who’s ever played the game.

After they broke 100 points to win the title in 2017-18, the consensus seemed to be that Kevin De Bruyne was Man City’s skeleton key. He finished No.1 for attacking midfielders in the FC 100, and the Guardian had him at No. 4 in their 2017 annual ranking of the top 100 players in the world; no one else on the team was in the top 15. In 2017-18, he led City in outfield minutes, and Pep Guardiola’s decision to slide him back into the midfield, coupled with his ability to still produce like an attacker from deep (eight goals and 16 assists), vaulted City into a stratosphere of their own.

Before last season kicked off, “a KDB injury” was probably No.1 on the List of Reasons Why City Won’t Repeat. A KDB injury is exactly what happened; he played fewer than 1,000 minutes in 2018-19 after struggling with injuries, and yet City were basically as they good as they were the year before. In fact, according to TruMedia data, their expected-goal differential actually improved after the 100-point season. Guardiola has his third “superteam,” but this time they don’t have an irreplaceable superstar.

The soccer consultancy 21st Club has developed a player-rating system that calculates how many points an individual player is worth compared to a league-average player. It’s a rough version of baseball’s wins above replacement statistic.

“[Raheem] Sterling, [Sergio] Aguero and De Bruyne are fifth, eighth and ninth, respectively, in our ratings,” said Omar Chaudhuri, head of football intelligence at 21st Club. “Our top four are [Lionel] Messi, [Mohamed] Salah, Neymar and [Cristiano] Ronaldo.”

Since the Abu Dhabi Group purchased the club in 2008, City have spent more on transfer fees than any other team, but not a single transaction breaks into the top 20 of the most expensive transfers of all time.

“They have a group of outstanding players,” said Chaudhuri, “but not any true superstars.”

A team like PSG, with both Neymar and Kylian Mbappe, the two most expensive players ever, has to sacrifice depth and quality elsewhere in the squad because of the resources put into those two players. And so the top-heaviness makes them more vulnerable to an individual injury. Neymar has missed the knockout stages of the Champions League two years in a row, and PSG have gone out in the round of 16 both times

Guardiola doesn’t have that problem. According to the 21st Club model, City have five players in the top 20: the three Chaudhuri mentioned plus Leroy Sane and David Silva. Liverpool and PSG (three each) are the only other clubs that have more than two.

De Bruyne goes down and in steps Bernardo Silva, who’s suddenly one of the best pressing midfielders in the world. If Sergio Aguero, perhaps the greatest goalscorer of the Premier League era, gets hurt, guess who backs him up? Gabriel Jesus, a guy with an even better goal-scoring rate. Sane, who was second in the league last year in non-penalty goals plus assists per 90 minutes, might miss the whole season, but it almost doesn’t matter because Sterling, Bernardo and Riyad Mahrez are there to eat up his minutes.

Oh, and this summer they spent a club-record £63 million on Rodri to answer the lingering question of what happens when Fernandinho‘s battery dies, and Joao Cancelo came over from Juventus to add cover for the ever-present Kyle Walker.

Sterling, right, is one of Man City’s best players, but he’s even better as part of Guardiola’s collective.

“City hit teams with a double whammy,” said Mark Taylor, an analyst who works with various Premier League clubs. “They have the best [Premier League] players in their position, and they are generally very consistent. They don’t run hot and cold.” According to Taylor’s game-by-game performance ratings, most of City’s players “don’t stray too far from their average,” he said. “You don’t catch City on a collective off day.”

Even when there’s a roster question without a clear answer, Guardiola still seems to find one.

Two seasons ago, Benjamin Mendy, the £52 million left-back purchase from Monaco, went down with a season-ending knee injury in September. Then Guardiola turned Fabian Delph, at that point an unspectacular journeyman midfielder, into a full-back good enough to start for a 100-point team. Last year, Fernandinho played 90 minutes in only one league match after February, and City ended the season on a 14-game win streak.

“They’ve reached these heights in large part due to improving the performance of many existing players,” said Chaudhuri. “There’s no player you would say has gotten worse under Pep, which I think shows the gains clubs can make through good coaching instead of recruitment, which is often seen as a panacea at other clubs.”

Of course, Guardiola is the one through-line that connects the great Barcelona teams with the great Bayern teams with the current great City team. There’s still one thing left to be accomplished, and much like his time in Germany, his stint in Manchester likely won’t be fully appreciated unless the team wins the Champions League. However, in an era where the Premier League has more money and more managerial talent than ever before, Guardiola and Co. put together the competition’s best-ever season with just one player who finished in the top 15 of Ballon d’Or voting… and then they followed it up by winning even more trophies while he sat on the sideline.

Globalization and previously unimaginable amounts of money have transformed the sport — and especially this club — but City’s on-field cooperation, albeit bizarrely, does evoke the success of Sebes’s Hungary side. Given all of the resources behind Guardiola and given how his team has been able to dominate the most competitive league in Europe with a rotating cast of key characters, it’s hard to see anyone else in England catching up for as long as he hangs around.

“To me, the tragedy was utter helplessness… being unable to do anything to alter the grim outlook,” Harry Johnston, one of the England center-backs for the defeat against Hungary, wrote in his autobiography. Over half a century later, the rest of the Premier League might soon start feeling the same way about Man City, if they don’t already.

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