#kubernetes course in canada

[vasavipotti]

How Much Can You Earn as a Java Developer? Salary Trends for 2025

Java remains one of the most widely used programming languages, powering everything from enterprise applications to cloud-based solutions. If you're planning a career as a Java developer, you're probably wondering—How much can you earn in 2025?

The answer depends on factors such as experience, job role, location, and expertise in full-stack development. In this article, we’ll break down Java Developer salaries and explore ways to maximize your earning potential.

Java Developer Salary Breakdown (2025 Estimates)

Java Developer salaries vary across experience levels. Here’s a detailed breakdown:

Entry-Level Java Developer (0-2 Years Experience)

Salary Range: $50,000 – $80,000 per year

Skills Needed: Core Java, Object-Oriented Programming (OOP), basic SQL, Java frameworks.

Ideal for: Freshers, career changers, or recent graduates.

Mid-Level Java Developer (2-5 Years Experience)

Salary Range: $80,000 – $120,000 per year

Skills Needed: Spring Boot, Hibernate, REST APIs, Microservices, Cloud (AWS, Azure).

Ideal for: Developers aiming for Full Stack Java roles.

Senior Java Developer (5+ Years Experience)

Salary Range: $120,000 – $160,000 per year

Skills Needed: Software architecture, DevOps, leadership, advanced Java frameworks.

Ideal for: Developers aspiring to be Tech Leads, Software Architects, or Cloud Experts.

Java Developer Salaries by Country

Location plays a significant role in salary differences. Here’s how Java Developers are paid globally in 2025:

Country& Avg. Annual Salary

USA$100,000 – $160,000

Canada$80,000 – $130,000

UK£50,000 – £90,000

Germany€60,000 – €100,000

India₹6,00,000 – ₹25,00,000

AustraliaAUD 90,000 – AUD 140,000

Tip: Java developers who upskill in Full Stack Development often earn higher salaries than those specializing in backend development alone.

Boost Your Salary with Full Stack Java Development

If you want to maximize your earnings, learning Full Stack Java is the way to go. A Full Stack Java Developer Course covers:

Frontend Development: HTML, CSS, JavaScript, React/Angular Backend Development: Java, Spring Boot, Hibernate, REST APIs Database Management: MySQL, MongoDB Cloud & DevOps: AWS, Docker, Kubernetes

By mastering both frontend and backend, you become a versatile developer with higher job prospects.

Start Your Learning Today: Full Stack Java Developer Course

FAQs – Java Developer Salary & Career

Is Java a good career choice in 2025? Yes! Java remains a top language for software development, enterprise solutions, and cloud applications.

How can I increase my Java Developer salary? Upskilling in Full Stack Development, Microservices, or Cloud Computing can help you earn more.

Can Java Developers work remotely? Yes! Many companies offer remote Java Developer jobs, especially for full-stack professionals.

Is Full Stack Java better for career growth? Yes! Full Stack Java Developers earn higher salaries and have more job opportunities than backend-only developers.

How long does it take to learn Full Stack Java? With structured training, you can become job-ready in 3-6 months.

Conclusion: Should You Become a Java Developer in 2025?

If you’re looking for a high-paying, in-demand tech career, Java Development is a great choice. To increase your earning potential, consider learning Full Stack Java, which opens doors to top-tier job roles.

Get Started Today! Enroll in the Full Stack Java Developer Course and take your career to the next level!

[scholaracadcourses]

Master SRE & DevOps with ScholarAcad – Your Path to IT Excellence

In today’s fast-paced IT landscape, DevOps Master CERTIFICATION TRAINING COURSE IN CANADA and Site Reliability Engineering (SRE) have become crucial for businesses aiming to enhance operational efficiency, scalability, and automation. If you are looking to advance your career in these high-demand fields, ScholarAcad provides top-tier training and certification programs designed to help professionals excel.

Why DevOps & SRE? Modern IT infrastructures rely on seamless collaboration between development and operations teams. DevOps accelerates software delivery, improves quality, and ensures continuous deployment, while SRE (Site Reliability Engineering) focuses on system reliability, automation, and performance optimization.

Explore ScholarAcad’s Premier DevOps & SRE Certifications 1. SRE Foundation The SRE Foundation course introduces core reliability principles, automation techniques, and monitoring strategies essential for ensuring high system availability. This certification helps IT professionals bridge the gap between development and operations while mastering Google’s SRE framework. DevOps Foundation ( DOI ) CERTIFICATION TRAINING COURSE IN CANADA

If you’re new to DevOps, the DevOps Foundation course provides a strong understanding of DevOps culture, processes, and tools. Learn how to implement CI/CD pipelines, containerization, and cloud automation to improve software development cycles. DevOps Professional This course is perfect for professionals looking to deepen their expertise in infrastructure as code (IaC), Kubernetes, Docker, Jenkins, and other DevOps tools. Gain hands-on experience in automation, monitoring, and cloud integration to streamline software deployment.

DevOps Professional Training IN CANADA

The DevOps Master program is designed for experts aiming to lead digital transformation. Learn advanced DevOps strategies, team collaboration techniques, and end-to-end automation practices to drive business innovation. DevOps Leadership Leadership plays a key role in DevOps success. The DevOps Leadership program equips IT managers and executives with the knowledge to implement DevOps at an enterprise scale, build high-performing teams, and drive continuous improvement.

Why Choose ScholarAcad? ✅ Expert Trainers with real-world industry experience ✅ Comprehensive Course Material covering latest DevOps & SRE trends ✅ Hands-on Learning with practical labs and real-world projects ✅ Certification Support to help you become an industry-recognized professional

Enroll Today & Elevate Your IT Career! 🚀 Transform your career with ScholarAcad and become a certified DevOps & SRE expert.

📞 Call Now: 9810812106 🌐 Join https://scholaracad.com/all-courses and lead the future of IT!

[kubernetesonline]

Docker and Kubernetes Online Training

Visualpath provides the best Kubernetes Online Training classes by real-time faculty with real-time Projects. We are providing Kubernetes Certification Training Course Demanded in the USA, UK, Canada, India, and Australia. Call on +91-9989971070.

WhatsApp: https://bit.ly/47eayBz

Visit: https://www.visualpath.in/DevOps-docker-kubernetes-training.html

[blogbittukumar]

Become an Istio and Envoy certified professional with top rated Istio and envoy training institute for certification courses Online and Classroom. Our Istio and envoy course led by best certified Kubernetes trainers and instructors in USA, UK, Canada, Bangalore, Hyderabad, Chennai, UAE, Noida, Gurgaon.

[hackquarters]

Take Off İstanbul Day # 3: The Big Day for Startups

Take Off İstanbul Day 3 was very excited for startups. 50 startups selected with mentor votes made their presentation on Day 3. Startups in different verticals made their pitch deck to the jury of the leading Turkish and global mentors in different sectors. Besides that, presentations of Google and Invest in Turkey was pretty catchy for participants.

Why Invest In Turkey

Take Off İstanbul #DAY 3 started with Chief Project Director of Invest in Turkey Necmettin Kaymaz’s presentation. He talked about investing in Turkey and the support of the government for entrepreneurs. At the end of the presentation, Necmettin Kaymaz answered participants’ questions.

Google Training Session

Day 3 also included a Google training session in the afternoon. Trainer Devrim Ekmekçi was up first to talk about Measuring and Targeting for Startups, where he gave valuable recommendations on usage of Adwords & analytics, KPI Dashboards, and measurement of campaigns. Next up was trainer Yusuf Sarıgöz, who introduced Qwiklabs, Google’s online Cloud Training portal, before completing a hands-on session on Machine Learning.

Would you like to try Qwiklabs and receive Google Cloud training for free? Google has set up Cloud Study Jam-a-thon where you can learn more about Kubernetes, Machine Learning and BigQuery alongside many other Cloud concepts – enroll for free through this address (in Turkish) https://events.withgoogle.com/cloud-study-jam-a-thon/

Startup Pitches

In the afternoon, startup pitches are started. 49 semi-finalist startups made their pitch deck to the jury of the leading Turkish and global mentors in different sectors.

The semi-finalist startups that made a presentation are:

Auto Train Brain

Auto Train Brain improves the cognitive abilities of dyslexics at home reliably Website: www.autotrainbrain.com

Bren

Flexible Hybrid Nanogenerator running entirely industrial IoT device and wireless sensor without using a battery with battery-less sensor mode

Car4Future

Energy sharing network and transfer hardware developed with blockchain technology for electric vehicles and autonomous cars. Website: car4future.tech

Comparisonator

Comparisonator is a unique tool to compare players’ and teams’ performance data around the world. It assists scouts, sports directors, coaches, agents and players to make better and quicker decisions. Website: https://www.comparisonator.com

ConnectION

Connect-ION attracts attention to being an enterprise that starts out to transform about 1 billion cars in the world without autonomous vehicle technology to an autonomous car. It is aimed to make it available for non-autonomous vehicle owners to have an autonomous vehicle after an easy installation procedure without throwing their current car investments away. Website: www.connect-ion.tech

eMahkeme

“eMahkeme Online Incompatibility Solution Portal” aims to solve users’ judicial problems fast, safely and economically. Website: https://www.emahkeme.com.tr/

Fanaliz

Fanaliz helps companies measure credit risk in an easy, flexible and affordable way by applying algorithms based on data analytics. Website: https://www.fanaliz.com

FilameX

FilameX is a mini filament machine focused on the recycling of waste plastics and filaments to high-quality filaments. Website: https://www.3dfilamex.com/

HEXTECH GREEN

Develops and produces smart agriculture machines aim for indoor agriculture technology. Website: hextechgreen.com

Iltema

We are an R&D company that dealing with technical textiles and brings an innovative approach to heating needs in industrial areas, make them available for OEMs to reach the end-users. Website: www.iltema.com.tr

InMapper

inMapper is an interactive indoor map platform for large buildings such as airports,malls, offices. Website: https://inmapper.com/

Karbonol

Fuel from Cigarette Butt: Karbonol fulfills its production costs, and can solve the stub recycle problem. Website: www.karbonol.com

Meşk

Meşk Tech. is a İstanbul-based music technology company that provides unique software to revolutionize the eastern music education. Any person can learn and practice an instrument or develop vocal skills via using our Meşk App. Website: www.meskteknoloji.com

PACHA

PACHA; protein and collagen chips, %100 Natural and tasty functional food. Website: www.pachacips.com

PDAccess

PDAccess is a cloud security software that helps companies manage their clouds secure, agile and compliant. Website: https://www.pdaccess.com

Pirahas

A magical and revolutionary fully automated software at an unbelievable price for Amazon sellers. Website: www.pirahas.com

Respo Gadgets

Respo Gadgets is an Istanbul based medical device company that develops an innovative, silent, portable and comfortable oral device to be used in mild to moderate level obstructive sleep apnea and snoring treatment. Website: https://www.dormio.com.tr/

SafeTech

Safe Tech is an IDS and an IPS system that protects SCADA/Industrial IoT systems against cyber-attacks and operational threats. Website: www.smartscadasiem.com

Secpoint

To make and new perspective of cyber intelligence Website: https://www.secpoint.com.tr/

SFM Yazılım

SFM Software is a fast and accurate cost estimation software for the product to be manufactured by Small and Medium-sized Enterprises (SMEs) in the machine manufacturing industry and productivity software which increases the company’s productivity by up to 15% at no extra cost to the manufacturer. Website: www.sfmyazilim.com

T Fashion

T-Fashion is a platform that aims to provide customized live analytics and fashion trend insights to companies that operate in the textile industry via analyzing thousands of social media accounts by the use of sophisticated deep learning algorithms Website: https://tfashion.ai

Tetis Bio

TETIS BIOTECH is a biomaterial company producing high quality marine bioactive compound products for industries such as healthcare and cosmetics. Website: https://www.tetisbiotech.com/

Üretken Akademi

Training-oriented startup acceleration program that supports high school and university students to start-up. Website: uretkenakademi.com

User Vision

Uservision is a platform helping brands to acquire agile implicit, explicit and subconscious qualitative insights from their target audience leveraging AI. Website: www.user.vision

ARAIG Global

ARAIG Global is a new international company and partner of IF-Tech Canada. ARAIG Global is a licensed company for production and global sales of the product- Gaming vest. We have the exclusivity to produce, distribute and market the Gaming vest that gives gamers an experience unheard of. Website: araig.com

Augmental

Augmental is an educational technology application targeting middle to high school students where course materials are adapted to each student’s learning abilities using Artificial Intelligence and student engagement tools. Website: www.augmental.education

Beambot

BeamBot offers artificial intelligence software that utilizes the already existing CCTV feed for autonomous control of any facility in order to optimize operation expenses, safety and security. Website: www.beambot.co

BlueVisor

BlueVisor develops AI wealth management platform to lift financial burden so that people can enjoy a better life. BlueVisor mainly focuses on the B2B market with SaaS (Software as a Service) business model or platform. BlueVisor has made tractions already in a short period of company history. Website: bluevisor.kr&entrusta.ai

Cardilink

Displays the status of devices in a dashboard in real time and we analyze your data for the long-term monitoring and quality reports. Alarms and any occurring issues will be reported to you before the product will be used with a patient. Additional benefit for you: Data Analytics of your product for clinical studies. Website: www.cardi-link.com

DRD Biotech

DRD Biotech develops diagnostic blood tests for brain damage such as Stroke, Concussion, and Epilepsy. Website: www.drdbiotech.ru

Edubook

Edubook is an Interactive Learning Community that Provides a Safe Space for Educators and Learners to connect, collaborate, and communicate among each others. Website: WWW.EDUBOOK.ME

FIXAR AERO

FIXAR is an Autonomous commercial drone with unique aerodynamics. Website: WWW.FIXAR-AERO.RU

Hot-wifi

Guest wi-fi networks with marketing options & wi-fi analytics Website: hot-wifi.ru

Inspector Cloud

Inspector Cloud Website: http://www.inspector-cloud.com

InstaCare

InstaCare is transforming the typical healthcare infrastructure of Pakistan into a digital healthcare infrastructure in order to make it more accessible and reliable from the base of the pyramid to save lives over 2,000,000 people every year who die because of the current outdated infrastructure of the country. Website: https://instacare.pk/

Intixel

Intixel is building AI-based products to empower physician decisions as a second eye. Our Team is a finely selected Artificial Intelligence experts, engineers, computer scientists, and medical imaging experts. Website: www.intixel.com

Mazboot

Mazboot is the first Arabic in-app coach for helping diabetic patients self-manage their disease and get a consultation from doctors Website: https://www.mazbootapp.com/

MIFOOD

MiFood is a company that provides automation and robotization services for restaurants. Website: https://mifood.es

Monicont

Monicont is a next-generation utility, transforming lives and unlocking potential through access to energy. Website: https://monicont.com/

Otus Technologies

Otus Technologies develops a novel software tool for aircraft flight loads analysis and dynamic solutions. Website: https://otustech.com.pk

PakVitae

PakVitae provides lifetime affordable filters that can purify water to 99.9999% without any power requirement. Our technology revolutionizes the conventional water treatment processes. Website: https://www.pakvitae.org

Pharma Global

The system of technological solutions based on BigData and AI (e-commerce, e-learning, and marketplace platforms) that reduce costs for market access for pharmaceutical manufacturers. Website: https://pharma.global/

RAAV Techlabs

Data analytics and quality analysis instrumentation company, building devices to check the internal quality of agricultural produce and dairy, by non-invasive and non-destructive method, to give important information like nutritional and adulterants present in the produce. Website: www.raav.in

Torever

Torever allows travelers to plan their trips in a minute for free, and take back control of their journeys with accurate info and navigation on the go! Website: app.torever.com

UIQ Travel

Connects solo travelers with shared interests in-flight and in-destination. Website: https://uiqt.com

Usedesk

OmniAI-powered omnichannel helpdesk platform which supports customers and sales. Website: usedesk.com

UVL Robotics

UVL develops and produces of multi-rotary type UAVs with vertical take-off and landing on hydrogen-air fuel cells. The company was founded by leading experts in the field of aviation and robotics systems design with experience in scientific and industrial enterprises. Website: www.uvl.io

XYLEXA

XYLEXA is an early-stage company developing Artificial Intelligence(AI) based cloud the application which helps the radiologist in early, accurate and cost-effective diagnosis of breast cancer through mammograms. Website: WWW.XYLEXA.COM

[cloudcomputingcourses]

Best Kubernetes Course Provider

If you searching for best kubernetes course, then contact Be Cloud Ready provides kubernetes course in all over North America and Canada.

[salesforcedevopstrainingcopado]

Master #salesforcedevops – Join Our FREE DEMO!

#Visualpath Salesforce DevOps Course expert trainers, with over 10 years of industry experience, ensure you gain practical skills and real-time examples, and in-depth learning, resume preparation, technical doubt clarification. Our #Salesforce DevOps Online Training Accessible globally in regions like the USA, UK, Canada, Dubai, and Australia.

Attend Online FREE DEMO On - Salesforce DevOps

Join Link: https://bit.ly/4hh0i10

Free Demo on: 18/02/2025 @9:00AM(IST)

Contact us: +91-7032290546.

Trainer Name: Mr.Chandra

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Visit: https://www.visualpath.in/online-salesforce-devops...

#SalesforceDevOps#SalesforceDevelopment#SalesforceAdmins#DevOps#SalesforceCloud#GitForSalesforce#CloudComputing#Copado#salesforce#aws#cloudcomputing#linux#visualpath#cloud#technology#programming#developer#coding#kubernetes#devopsengineer#azure#cybersecurity

[kubernetesonline]

Kubernetes Certification Online Training

Visualpath provides the best Kubernetes CKA Online Training classes by real-time faculty with real-time Projects. We are providing Kubernetes Certification Training Course Demanded in the USA, UK, Canada, India, and Australia. Call on +91-9989971070.

WhatsApp: https://bit.ly/47eayBz

Visit: https://www.visualpath.in/DevOps-docker-kubernetes-training.html

[workfromhomeyoutuber]

Thinkific: DevOps Engineering Lead

Headquarters: Vancouver, BC URL: https://thinkific.com

Are you an experienced DevOps Engineer with a passion for mentoring, guiding, and managing high-performing teams? Do you have strong development capabilities and comprehensive knowledge of systems, operations, and their future directions?  Does the idea of joining a fast-paced, rapidly growing company excite you? If yes, read on!

As a DevOps Engineering Lead, you will work closely with our Engineering and Product Management teams to guide and mentor a team of 4-7 people to deliver infrastructure improvements and tools into the stack while balancing technical and project needs.  Additionally, you are expected to be up to date with the latest trends and technologies in production infrastructure and tooling, in order to ensure that best practices for quality software development and testing methodologies are followed. You will work with the Architecture team to ensure that business requirements that have been turned into technical requirements become technical specifications, and work with your team to clarify and implement those specifications.

In this role, you will:

Engage in recurring 1-on-1s with team members and support their development through regular coaching and mentorship

Prepare and execute annual performance reviews and 6-month check-ins for team members

Work as an individual contributor in our devops workflow

Help engineers get their work done by supporting the team with blockers and continually looking for ways to improve team efficiency

Review implementation plan with the team

Work within KanBan to establish timelines for the completion of the project and facilitate technical estimation by either doing technical estimation directly or supporting a team member’s effort

Triage incoming bugs and tickets for the team and ensure triaged BATs get into sprints

Be on call for support (rotating, low-impact shifts)

To be successful in this role, you must:

Have a minimum of 5+ years of experience in a production engineering or devops role, with at least 2+ years leading others

Have at least 1+ year of experience working remotely for a SaaS/tech company

Demonstrate a track record of being accountable for technical projects with an understanding of how to make projects successful

Be comfortable and have experience giving feedback on performance to others

Have experience working in a cloud-native architecture on a platform like AWS, Google App Engine or Azure

Have a practical understanding of deployment pipelines and testing frameworks

Know how to work with CI tools such as Jenkins, CircleCI, and others

Have experience working with container technology such as Docker and/or others

Believe that writing tests as part of a feature is not just a nice to have, but necessary

Be comfortable using Git and related tools like GitHub, GitLab and so on

Have experience with relational databases, SQL and engines like PostgreSQL and MySQL

Demonstrate expertise with web application architecture and web server technologies like Apache, Nginx, and ISS

You might be the person we’re looking for if you:

Have project management or SCRUM experience

Read our How we build at Thinkific blog and are excited about how we work, Blue Sky Week and the challenges we are solving for our customers

Have working experience with build tools such as Webpack and npm scripts

Have experience creating, maintaining and deploying applications to AWS - Cloud Computing Services

Bonus points if you:

Have previously worked for a SAAS-based startup

Have experience working with container technology such as Docker and Kubernetes

Are comfortable with Golang and Rails Engines

About us:

We’re about the results of online learning and the people along the way! Thinkific is a software platform that enables entrepreneurs to create, market, sell, and deliver their own online courses. Our mission is no less than to revolutionize the way people learn and earn online by giving them the tools they need to turn their expertise into a sustainable business that impacts both them and their audience. We believe in meaningful, innovative work: we're building and expanding an incredible product that empowers course creators around the globe while working collaboratively to learn and succeed together. Together, we’ve served over 40,000 course creators and more than 10 million students, and these numbers are growing each day! 

Why we think you’ll like working with us:

Be part of a team of incredibly talented, passionate, and driven people focused on building and innovating on a best-in-class learning platform

Make an impact with your work—each person has an equal opportunity to contribute to our goals and every day, we get to see how Thinkific is empowering both course creators and their students

Join one of the fastest-growing companies in Vancouver and find opportunities to grow in your own career—offering advancement opportunities for our team members is important to us!

We are lucky to have team members working remotely with us for over a year, so you’ll walk into an established system where you’re supported to be productive and successful

We make sure you always feel included and have opportunities to build meaningful relationships with your team, whether that’s trips to Vancouver to solidify those connections, meet and greet with new team members by video, taking a remote-first approach to meetings or ensuring you have lunch provided for our team-wide events!

Contribute to Thinkific’s award-winning culture—we’re one of Canada’s Most Admired Corporate Cultures and a certified Great Place to Work!

We offer competitive salaries, a comprehensive benefits package including health, dental, and vision coverage, and an Employee and Family Assistance Program to support the wellbeing of you and your family

Get additional health and wellness support through a lifestyle or health spending account to put your dollars where you need it most

Enjoy our open vacation policy and flexible work environment, because we know the importance of having a great work-life balance

Learn and Grow is one of our values and we take it seriously, providing opportunities through lunch and learns, training, workshops, mentorship, and our $1500 education allowance

Grow your career AND your family at Thinkific—you’ll be taken care of with our parental leave top-ups as you add to your family

Work with the hardware you’re most comfortable with, and upgrade or replace your system when you need to with our technology bonus

Help you get the equipment you need to set-up a home office where you can do your best work

Be confident bringing your whole self to work—we’re proud to be an inclusive company with a diverse team and values grounded in ethics and equality

Thinkific welcomes all applicants regardless of race, gender, orientation, sexual identity, economic class, ability, disability, age, religious beliefs or disbeliefs, or status. We believe that different perspectives and backgrounds are what make a company flourish and we welcome you!

This is an incredible role for the right candidate. We can’t wait to meet you!

To apply: https://www.thinkific.com/careers/job-post/?gh_jid=4659581002&gh_src=8a3597f72

from We Work Remotely: Remote jobs in design, programming, marketing and more https://ift.tt/38JTHbl from Work From Home YouTuber Job Board Blog https://ift.tt/3aLB6go

[virajetech]

Join VirajeTech on youtube to get updates about latest technology learnings..

https://www.youtube.com/channel/UCym0MuYbsUhVbB-IaTwIfyg/videos

Enroll Quickly- New Batch- today: Live workshops by corporate expert trainers - Globally

Training  mode: Online (India / USA / UK / CANADA /  DUBAI / SINGAPORE / FRANCE /AUSTRALIA)

VIRAJETECH WHATSAPP US-7411909142 info@virajetech.com www.virajetech.com www.livecourses.co.in www.expertiselearn.com

[dwight11carrero]

Event Report - AWS reinvent 2018 - Push, push - AI and hardware

We had the opportunity to attend Amazon AWS reinvent user conference, held from November 26th till 30th 2018, across Las Vegas. With over 50k attendees, reinvent has become the yearly come and get together of the IT industry, a unique position that AWS first achieved in 2017 and has more than well defended in 2018. 

Prefer to watch – here is my event video … (if the video doesn't' show up – check here) 

Here is the 1 slide condensation (if the slide doesn't show up, check here):

Event Report - AWS reinvent : Push, push and AI from Holger Mueller

Want to read on? Here you go: AWS announces AWS Outposts – An area where AWS risked falling behind against the rest of the IaaS competition was the area of workload portability from cloud to on-premises. The next generation computing platform as I call it has been described in the Market Overview that can be found here… And AWS was holding out likely the longest being the public cloud market leader. With the Outposts announcements, together with VMware, AWS will now bring key services to on premises, giving customer a choice between an AWS or VMware control plane. It will be available in the 2nd half of 2019 – so still a little time out. But probably the most impactful announcement from AWS – ever. It catapults AWS into the hardware maker and tech stack maker market… something you could not see coming a little back. AWS takes AI to hardware – An area where AWS in our view was behind as well, was in custom hardware for AI loads. It has partnered with Nvidia as many others – but not brought forward a custom design… that changes with the new Amazon EC2 P3dn instances, that run a custom / optimized version of Tensorflow that increased efficiency from, 65 to 95%. They also support (vanilla?) Tensorflow, PyTorch, Apache MXNet, Caffe, Caffe2, Microsoft Cognitive Toolkit (CNTK), Chainer, Theano, Keras, Gluon, and Torch. Not enough, AWS announced a custom chip, Inferentia, that will become an alternative to GPUs, and will be optimized for high throughput and low latency. Last but not least, Amazon added Amazon Elastic Inference - making it more efficient for customers to provision just the GPU istances they need for their AI / ML worklodas. All four announcements are key make AWS more competitive vs Google, that still has a 2-3-year lead in custom AI hardware. But it is good to see AWS (finally) engaging here, more competition is good for enterprises and fosters innovation as well as price competition… all good trends for enterprises.  AWS launches AI apps – Making it easier for business users to use AI apps is key these days and the strategy for vendors is to help them with specific, targeted apps. With Amazon Personalize, Amazon Forecast (both re-using and building on expertise and technology from Amazon.com), Amazon Textract (an OCR replacement)-and Amazon Comprehend Medical (Healthcare use case with NLP for unstructured medical text) there has been a broad push into AI apps. We will have to see how well practical adoption will pan out, but interests were big at reinvent.  Database Innovation is alive and well – Amazon execs know how important databases are and how much critical enterprise load is in relational databases. The strategy of AWS is to combat the generic, all-purpose databases with more dedicated databases, all in a suite of database products. Last year Amazon unveiled AWS Neptune, it's graph database, this year it unveiled Amazon Quantum Ledger Database (QLDB – a distributed ledger database, but what a confusing name) and Amazon Timestream (a time series database). A good strategy that seems to get more traction in enterprises. But AWS knows that entrenched vendors are the challenge, and Oracle specifically has almost become an obsession. Multiple references in Jassy's and Vogels' keynote as well as almost 30 minutes on the topic in Vogels' keynote are almost too much attention. AWS open sources Firecracker – Influencing industry standards via open source has been the trend of the last two three years. Google has shown the way with Kubernetes and TensorFlow… so AWS did not want to stand back and open sources its serverless framework (Amazon likes to call it virtual machine manager) Firecracker… with Google focusing a level higher currently at the service mesh level, with Istio, this is an open space for anyone. And AWS has good chances given that Firecracker runs Lamba at AWS, and Lambda is the leading serverless platform in the cloud (from a load / uptake perspective). Now we must see if other IaaS vendors will support Firecracker and how successful AWS is at stewarding a strategic open source project. CxOs have accepted open source by now, so it really comes back to show traction in the offering from a roadmap and consumption perspective. Amazon QuickSight Renaissance – Two years ago Amazon debuted Amazon QuickSight a product that targets to replace the usual BI tools (remember Business Objects, Cognos, MicroStrategy?). The most promising capability was its automatic capability to visualize data. A key vision and step towards user free software, ahead of its time back then. Then it got quiet around Amazon QuickSight… but AWS does not give up easy and came back with a new attempt to win this market, and the value proposition remains strong. Time to look and evaluate this product for CxOs. True to cloud DNA, the pricing is now no longer per seat, but per session (with a maximum of $5 per reader user per month) – an innovation on the licensing side. AWS Tooling everywhere – Last year Amazon announced its own IDE, a key strategy to get closer to developers. But switching IDEs is not easy, so this year AWS is bringing the AWS Toolkit to PyCharm, IntelliJ (Preview), and Visual Studio Code (Preview). It's important to help developers build apps fast and bringing the toolkit to the 'living room' (aka IDE) is the right strategic move.

MyPOV

Another monster re:Invent with progress across the board. If there are areas where AWS was weaker, or even behind (on premise support, AI hardware), AWS has reacted and is making product available. The AWS Outposts announcement is changing the market for hardware fundamentally. Given AWS readiness to commit to aggressive pricing and ability to manage tight margins successfully, it is bad news for the Dell, HPs et al… and good news for CxOs. It's a great reward for long term AWS customers, who now can move loads from the AWS cloud to on premise – should they need or wish. On the hardware front AWS is correcting its miscalculation from a few years ago when it thought Machine Learning is all about… linear regression. With the adoption of Tensorflow across the board AWS acknowledges that MxNet has not won, but is also not giving up on the toolset yet. Both are important course corrections and innovations that are key to keep AWS in the overall IaaS market leadership position. In general AWS is impressive when it comes to delivering innovation across the board, across the product set. An astonishing feat that the AWS product teams manage to repeat year over year. And that raises the bar for innovation for the overall industry to keep up with. On the concern side, the AWS portfolio is broader and deeper than ever before. AWS keeps staying with the Chinese menu philosophy, and it means massive choice… but staying with the analogy, when a Chinese restaurant adds a full menu every year, even the most loyal customers will have a hard time to keep an overview of the menu – and manage to repeat-order the same dishes (aka products) at the next visit (aka implementation project). I was not around to ask Andy Jassy my traditional question (Is AWS getting too complex?) but he came prepared (very Amazons style) and negated the question (no surprise). Customers though are struggling to find repeatable success across the vast AWS services portfolio. And cross portfolio QA and testing is getting close to impossible. So, simplification by grouping services, testing them together, aligning roadmaps, versioning and more … must be in AWS future – at some point. But overall respect to AWS to a massive, well organized and amazing event, sharing the breadth and depth of the AWS services portfolio and innovation. Here is to another year taming the dragon. More on AWS:

Event Report - AWS reInvent 2017 - AWS grows and grows... - read here

Down Report - Human error takes AWS S3 down in US-EAST-1 - and it is felt - 3.8 Cloud Load Toads - read here

New Analysis - AWS has now data centers in Canada. Or is it data centres? Speaks "Canadian" now. - Read here

Event Report - AWS reInvent 2016 - Growth at full speed - read here

First Take - AWS reInvent - 1st Keynote - AWS enters the hardware business - and much more - read here

News Analysis - VMware has found AWS as its public cloud IaaS  - read here

First Take - SAP BW/4HANA - Data Gravity and Cloud win - read here

Event report - AWS Enterprise Summit 2016 Frankfurt - The German Road to Cloud adoption is ... long - read here

News Analysis - Amazon Web Services Cloud now speaks… Hindi - Indian AWS Data Centers available - read here

News Analysis - Salesforce selects AWS as preferred Public Cloud Infrastructure Provider - Good move - read here

Event Report - AWS re-Invent - AWS lobbies for the enterprise - DB and IoT are the cheese - read here

First Take - AWS reInvent Wednesday Keynote - Good start & AWS is going for the enterprise read here

Event Preview - AWS re-Invent 2015 - watch / read here

Event Report - AWS Summit Berlin - AWS spricht Deutsch - but when will the Germans speak cloud? Read here

News Analysis - AWS learns Hindi - Amazon Web Services announces 2016 India Expansion - read here

Event Report - AWS Summit San Francisco - AWS pushes the platform with Analytics and Storage [From the Fences] read here

Event Report - AWS re:invent - AWS becomes more about PaaS on inhouse IP - read here

AWS gives infrastructure insights - and it is very passionate about it - read here

News Analysis - AWS spricht Deutsch - the cloud wars reach Germany - read here

Market Move - Infor runs CloudSuite on AWS - Inflection Point or hot air balloon? Read here

Event Report - AWS Summit in SFO - AWS keeps doing what has been working in the last 8 years - read here

AWS  moves the yardstick - Day 2 reinvent takeaways - read here.

AWS powers on, into new markets - Day 1 reinvent takeaways - read here.

The Cloud is growing up - three signs in the News - read here.

Amazon AWS powers on - read here.

Want to learn more? Checkout the Twitter Moment about Andy Jassy's keynote below (if it doesn't show up – check here). And check here for Werner Vogels' keynote. Find more coverage on the Constellation Research website here and checkout my magazine on Flipboard and my YouTube channel here.

AWS reinvent 2018 - Jassi Keynote

2012, 2013, 2014, 2015, 2016, 2017 and 2018 (c) Holger Mueller - All Rights Reserved

[salesforcedevopstrainingcopado]

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[certificationplannerllc]

The Growth of DevOps and It’s trends in 2019

In the modern business world, DevOps is the much-needed answer to eliminate repetitive tasks and poor coordination between the Software development and IT Operations team. DevOps is a systematic approach that eliminates repetition, reduces glitches, exemplary coordination, and more production. Before we go in-depth about DevOps, let’s look into its history.

The inception of DevOps

Back in 2008, Andrew Shafer scheduled a seminar on “Agile Infrastructure” in Toronto. He received a very poor response that he closed the seminar before it even began. But the idea struck Patrick Debois. Patrick was keen to collaborate with Andrew. He was excited to know that Andrew had the same viewpoint as him, who felt there was a disconnect between the development and operations team. He strongly felt that the differences between both the teams could be eliminated, and both teams can work in collaboration. Andrew and Patrick came together to form the group Agile Systems Group. They aimed to bring together developers and operators.

In 2009, Patrick watched a presentation by John Allspaw on “10+ Deploys per Day: Dev and Ops Cooperation at Flickr”. John Allspaw spoke about how developers and operators can collaborate to improve the deployment of software. This presentation inspired Patrick to start his seminars. His conferences attracted forward-thinking minds who were trying to improve the deployment of software. The group of people who came together started the DevOpsDays hashtag on twitter. This hashtag started to trend, and more and more people joined the conversation under the hashtag DevOps. They had to reduce from DevopsDays to DevOps due to character limitations.

In 2010, the DevOpsDays face to face meetings was conducted in different cities around the world, which led to the popularity of DevOps.  

By 2018 most organizations embraced DevOps in their business process. The ability to support the modern business that is constantly going through a transformation, more and more organizations started adopting DevOps in their processes.  

DevOps trends in 2019

The collaboration between the Development and Information Technology Operations has led to better communication and also the emergence of new disciplines and tools. As a result, more and more organizations started adopting DevOps. The top five trends of DevOps are:

Automation

It will not be a distant reality that most business functions will be automated. We have already adopted automation in quite a few functions. Automation will change how IT operations operate. It will also lead to the development of DevOps processes. The 6C’s of DevOps are:

Continuous Business Planning

Collaborative Development

Continuous Testing

Continuous Release and Deployment

Continuous Monitoring

Collaborative Customer Feedback and Optimization.

The implementation of automation between the stages of 6C’s is essential for the development of DevOps.

AI and ML

Artificial Intelligence and Machine Learning are going to be a big part of DevOps culture. AI and ML can perform tedious tasks, along with processing a huge amount of information and save time for IT staff. They can study patterns and provide solutions to potential problems. This will make work easier for IT staff, and they can concentrate and prioritize time for other important work.  

More focus on DevOps Assembly Lines

Most organizations are focusing on automating the process of software development. DevOps Assembly Lines focuses on streamlining several DevOps activities, workflows that are event-driven, easy to share statuses as well as information across various activities. DevOps Assembly Line can define complex workflows through numerous pipelines. Earlier the focus was on Continuous Integration (CI), which has been shifted to Continuous Delivery. DevOps Assembly Line can manage several pipelines and automate workflows through several teams and tools, which enables Continuous Delivery.

Container Technology – Kubernetes

Kubernetes has become enormously popular because of its easy to use.  A product originally developed by Google is an open-source platform. It automates the operations of Linux containers. It avoids the manual work involved in deploying and scaling applications that are containerized.

DevSecOps will be in focus

DevSecOps aims at bringing security in every step of the process. Each person is held responsible in the SDLC (Software Development Life Cycle) flow. The security processes and controls are embedded in the early stage of the workflow. This ensures that it is not bolted towards the end of the processes flow.

DevOps is not just a technology but a mindset and culture that more and more organizations are embracing to eliminate disconnections between development and operations. Businesses that are adopting DevOps should keep a tab on the latest trends and developments of DevOps to benefit from it.

In the near future, it is expected that almost all organizations will be adopting DevOps in their functions. This would lead to a high demand for DevOps certified professionals in various organizations. It is highly recommended for developers and operators to get certified in DevOps. So, if you’re an expert and looking for a certification, Certification Planner conducts DevOps courses in the US, Australia, Mexico, Canada, and Singapore. The courses facilitated by the Certification Planner are:

DevOps Foundation

DevOps Leader

To know more about the courses, you can connect with us at support@certificationplanner.com or speak with our experts at +1 8553221201. Visit our website to know about DevOps Courses.

[viditure]

“Data science is descriptive, predictive and even prescriptive.” J. Bureau, data scientist.

Digital analytics is used to support a wide range of data science projects, and vice versa. Features built with machine learning and AI are also emerging in web analytics solutions – predictions, targeting, new services, etc. In a recent publication, Gartner refers to augmented analytics as the main trend and priority for CDOs in 2020. We recently interviewed Jérémie Bureau, data scientist and head of the data science team at AT Internet, about data science and analytics. Read on to learn more…

How do you become a data scientist?

There are many ways into the world of data science. Engineering schools and universities offer courses from master’s to PhD level. Indeed, the demand for data scientists is so high that specialised private schools are starting to spring up. Personally, I studied applied mathematics at the University of Bordeaux, then went on to a doctorate in mathematics and statistics at the University of Toulouse. I wrote my thesis under the CIFRE agreement (French industrial convention on training through research) and worked as an R&D engineer for a startup during my three years of doctorate. My thesis was on the reliability of geolocation systems in an aeronautical context. I then worked in various professional fields such as health, employment and digital.

How does data science specifically apply to an analytics solution in SaaS mode?

When working on issues that require data processing, before even going into predictive models or machine learning, we need to meet two requirements to extract information that is actionable and value-added – firstly, collecting a sufficient volume of data, and secondly, ensuring it is representative of the population we want to study. AT Internet’s huge advantage is its variety of customer websites, making it possible to tick both boxes!

However, each site will have its own specific properties depending on its business sector. These differences can vary enormously from one sector to another – e-commerce sites, media, advertisers, banks, institutional sites etc.

The data science team needs to provide tools that target all our customers to help them optimise their marketing strategy. The tools, based on mathematical algorithms and models, must make it possible to describe and predict the behaviour of Internet users.

An example of this is a segmentation method to identify users who purchase the most, or alternately users who have a high probability of churn (unsubscribing or not returning to a site). It is often a case of choosing between a generic model with an acceptable performance on average across all customer sites, or a specific model for similar sites.

How and why is data science useful for web analysts today?

Data science is now able to provide descriptive, predictive and even prescriptive tools to support analysts. There are numerous metrics to monitor and understand to obtain useful information. It’s also not rational to try to follow this vast number of metrics manually. One of the applications of machine learning to support analysts is to offer an automatic anomaly detection service. The goal is to capture unusual or suspicious fluctuations in metrics over time. Our teams are currently working on analyses to explain the probable causes of these anomalies – e.g. if a bot passes over a site and causes a significant peak in traffic, an anomaly is detected on the number of pages viewed. We aim to support the analyst in his or her investigative work by automatically exploring a set of dimensions (source, device, browser, etc.). Our causality analysis module shows that this anomaly was caused by an abnormal increase in traffic on the direct traffic segment in Canada on the Chrome 55 version. This type of tool will enable the analyst to carry out an initial analysis and gain a better understanding of behaviour to anticipate and implement the necessary actions or strategies.

Figure 1: anomaly detection in the Analytics Suite 2 – AT Internet 2019

RFM segmentation is another use case – it is a clustering (segmentation) of customers according to their purchasing habits to optimise a marketing strategy. Customer transactions are analysed based on three criteria: Date of last purchase (Recency), Frequency over a given period, Amount (cumulative over this period). Scoring methods are then used to create the customer segments, such as Stars who buy a lot, and who have bought recently, or Thrifty dormants who have a poor recency score. At AT Internet, we have decided to integrate an automatic RFM clustering feature – the idea is to use a turnkey analysis which will automatically adjust to the customer context and especially to seasonal fluctuations. In addition, prediction elements are added and integrated into a set of adapted graphs. Our teams are currently applying the same segmentation methodologies, but on metrics related to engagement rather than purchasing, to enable these features to be used on non-transactional sites.

Figure 2: RFM clustering in the Analytics Suite 2 – AT Internet 2019

What are the data science team’s challenges at AT Internet?

Firstly, the construction of a data science roadmap in line with the needs of our users. Our priority is to be attentive and responsive. From an organisational point of view, our team is now part of a high-level development environment. This requires the implementation of a workflow combining major R&D work, industrialisation and continuous optimisation of our models.

Figure 3: Data Science Workflow – AT Internet 2019

Each member of the team must now be able to handle both modeling and industrialisation issues. The technologies and tools the team uses are very diverse: Python, R, Shiny, Scala, Spark, Elastic Search, Kibana, Snowflake, AWS, Kubernetes, Jenkins, Git, etc. The other key challenge is to ensure that the team’s skill base progresses consistently for everyone. To do this, we work with platforms such as DataCamp or Kaggle.

And to sum up…

It’s important to always stay sharp and attentive, with a passion for discovery and learning – “Data science is driven by curiosity”.

Article “Data science is descriptive, predictive and even prescriptive.” J. Bureau, data scientist. first appeared on Digital Analytics Blog.

from Digital Analytics Blog http://bit.ly/2X3Lo4I via IFTTT

[theinvinciblenoob]

Canonical, the company best known for its Ubuntu Linux distribution, is on a path to an IPO. That’s something Canonical founder and CEO Mark Shuttleworth has been quite open about. But don’t expect that IPO to happen this year.

“We did decide as a company — and that’s not just my decision — but we did decide that we want to have a commercial focus,” Shuttleworth told me during an interview at the OpenStack Summit in Vancouver, Canada today. “So we picked cloud and IoT as the areas to develop that. And being a public company, given that most of our customers are now global institutions, it makes for us also to be a global institution. I think it would be great for my team to be part of a public company. It would be a lot of work, but we are not shy of work.”

Unsurprisingly, Shuttleworth didn’t want to talk about the exact timeline for the IPO, though. “We will do the right thing at the right time,” he said. That right time is not this year, though. “No, there is a process that you have to go through and that takes time. We know what we need to hit in terms of revenue and growth and we’re on track.”

Getting the company on track was very much Shuttleworth’s focus over the course of the last year. That meant killing projects like the Ubuntu Phone (which Shuttleworth said was “painful,”) as well as the Unity desktop environment. Instead, the company’s focus is now squarely on helping enterprises stand up and manage their private clouds — no matter whether those run OpenStack, Kubernetes or a combination of those.

That doesn’t mean Canonical has forgotten about the desktop, though. Shuttleworth told me that the desktop team still has the same size as before. He also noted that the desktop is still a passion for him.

“We took some big risks a year ago,” he said. “We cut a bunch of stuff that people loved about us. We had to see if people were going to respond commercially.” That move is paying off now, though. During a keynote earlier today, Shuttleworth noted that Canonical is now in talks for about 200 new deployments for 2018 — up from about 40 in 2017.

While the hype around OpenStack has died down considerably over the course of the last two years, Canonical is still seeing good growth there — especially now that there are only a few major players left, including RedHat, which he name-checked a number of times during both his keynote and our conversation.

Why are things going well for Canonical when others couldn’t make a business out of OpenStack? “I believe for this community — the OpenStack community — it’s really important to deliver on the underlying promise of more cost-effective infrastructure,” he said. “You can love technology and you can have new projects and it can all be kumbaya and open source. In practice, to me, most of the stuff that we saw at OpenStack was bullshit. The stuff that really matters is computers, virtual machines, virtual disks, virtual networks. So we ruthlessly focus on delivering that and then also solving all the problems around that.”

Today, Canonical can deliver an OpenStack platform to an enterprise in two weeks — with all of the hardware and services in place. “I don’t mind being a bit controversial because we are delivering the promise of OpenStack,” he said. “The promise of OpenStack wasn’t delivering endless summits and endless new projects and endless new ideas.” That, he said, is exactly the kind of bullshit he was referring to in his earlier comments.

Looking ahead, Shuttleworth noted that he’s especially interested in what Canonical can do around IoT solutions, too. Thanks to Ubuntu Core and its Snap system, it has all the tools in place, including a lightweight management layer. The company also is focusing heavily on getting more customers in the financial services sector. No doubt, having a bunch of large banks and brokerages as reference customers will help the company when it comes to its IPO — and my guess is that we can expect that one to happen next year.

via TechCrunch