#big data and advanced analytics

[biztecno]

Our data analytics service provides robust insights, actionable recommendations, and data-driven decision-making. Harness the power of data to optimize performance, uncover trends, and drive business growth.

Visit Here for More Info: https://biztecno.net/analytics/

[attitudetallyacademy]

Unlock the Power of MIS & Data Analytics for Smarter Business Decisions

Mastering MIS and Data Analytics is essential in today’s data-driven world. This course is designed for aspiring professionals who want to gain expertise in Management Information Systems, Excel-based reporting, dashboard creation, and real-time data interpretation. Learn to analyze business data, automate reports, and generate actionable insights using advanced Excel functions, Power BI, and key data analysis tools. Ideal for students, working professionals, and job seekers aiming to enter roles like data analyst, MIS executive, or business intelligence associate. Equip yourself with practical, job-ready skills that are in high demand across industries.

Visit Attitude Academy

���� Learn MIS & Data Analytics : Attitude Academy

📍 Visit Us: Yamuna Vihar | Uttam Nagar

📞 Call: +91 9654382235

🌐 Website: www.attitudetallyacademy.com

📩 Email: career@attitudetallyacademy.com

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[legarski]

Industry 4.0: Powering the Next Industrial Revolution with Intelligence, Connectivity, and Automation

The world is undergoing a radical transformation. As we move deeper into the 21st century, the fusion of digital, physical, and biological systems is reshaping how we manufacture, operate, and innovate. This revolution has a name: Industry 4.0—the fourth industrial revolution. It represents a new era where smart technology, real-time data, automation, and interconnected networks converge to…

[jcmarchi]

Saryu Nayyar, CEO and Founder of Gurucul – Interview Series

New Post has been published on https://thedigitalinsider.com/saryu-nayyar-ceo-and-founder-of-gurucul-interview-series/

Saryu Nayyar, CEO and Founder of Gurucul – Interview Series

Saryu Nayyar is an internationally recognized cybersecurity expert, author, speaker and member of the Forbes Technology Council. She has more than 15 years of experience in the information security, identity and access management, IT risk and compliance, and security risk management sectors.

She was named EY Entrepreneurial Winning Women in 2017. She has held leadership roles in security products and services strategy at Oracle, Simeio, Sun Microsystems, Vaau (acquired by Sun) and Disney. Saryu also spent several years in senior positions at the technology security and risk management practice of Ernst & Young.

Gurucul is a cybersecurity company that specializes in behavior-based security and risk analytics. Its platform leverages machine learning, AI, and big data to detect insider threats, account compromise, and advanced attacks across hybrid environments. Gurucul is known for its Unified Security and Risk Analytics Platform, which integrates SIEM, UEBA (User and Entity Behavior Analytics), XDR, and identity analytics to provide real-time threat detection and response. The company serves enterprises, governments, and MSSPs, aiming to reduce false positives and accelerate threat remediation through intelligent automation.

What inspired you to start Gurucul in 2010, and what problem were you aiming to solve in the cybersecurity landscape?

Gurucul was founded to help Security Operations and Insider Risk Management teams obtain clarity into the most critical cyber risks impacting their business. Since 2010 we’ve taken a behavioral and predictive analytics approach, rather than rules-based, which has generated over 4,000+ machine learning models that put user and entity anomalies into context across a variety of different attack and risk scenarios. We’ve built upon this as our foundation, moving from helping large Fortune 50 companies solve Insider Risk challenges, to helping companies gain radical clarity into ALL cyber risk. This is the promise of REVEAL, our unified and AI-Driven Data and Security Analytics platform. Now we’re building on our AI mission with a vision to deliver a Self-Driving Security Analytics platform, using Machine Learning as our foundation but now layering on Generative and Agentic AI capabilities across the entire threat lifecycle. The goal is for analysts and engineers to spend less time in the myriad in complexity and more time focused on meaningful work. Allowing machines to amplify the definition of their day-to-day activities.

Having worked in leadership roles at Oracle, Sun Microsystems, and Ernst & Young, what key lessons did you bring from those experiences into founding Gurucul?

My leadership experience at Oracle, Sun Microsystems, and Ernst & Young strengthened my ability to solve complex security challenges and provided me with an understanding of the challenges that Fortune 100 CEOs and CISOs face. Collectively, it allowed me to gain a front-row seat the technological and business challenges most security leaders face and inspired me to build solutions to bridge those gaps.

How does Gurucul’s REVEAL platform differentiate itself from traditional SIEM (Security Information and Event Management) solutions?

Legacy SIEM solutions depend on static, rule-based approaches that lead to excessive false positives, increased costs, and delayed detection and response. Our REVEAL platform is fully cloud-native and AI-driven, utilizing advanced machine learning, behavioral analytics, and dynamic risk scoring to detect and respond to threats in real time. Unlike traditional platforms, REVEAL continuously adapts to evolving threats and integrates across on-premises, cloud, and hybrid environments for comprehensive security coverage. Recognized as the ‘Most Visionary’ SIEM solution in Gartner’s Magic Quadrant for three consecutive years, REVEAL redefines AI-driven SIEM with unmatched precision, speed, and visibility. Furthermore, SIEMs struggle with a data overload problem. They are too expensive to ingest everything needed for complete visibility and even if they do it just adds to the false positive problem. Gurucul understands this problem and it’s why we have a native and AI-driven Data Pipeline Management solution that filters non-critical data to low-cost storage, saving money, while retaining the ability to run federated search across all data. Analytics systems are a “garbage in, garbage out” situation. If the data coming in is bloated, unnecessary or incomplete then the output will not be accurate, actionable or ultimately trusted.

Can you explain how machine learning and behavioral analytics are used to detect threats in real time?

Our platform leverages over 4,000 machine learning models to continuously analyze all relevant datasets and identify anomalies and suspicious behaviors in real time. Unlike legacy security systems that rely on static rules, REVEAL uncovers threats as they emerge. The platform also utilizes User and Entity Behavior Analytics (UEBA) to establish baselines of normal user and entity behavior, detecting deviations that could indicate insider threats, compromised accounts, or malicious activity. This behavior is further contextualized by a big data engine that correlates, enriches and links security, network, IT, IoT, cloud, identity, business application data and both internal and external sourced threat intelligence. This informs a dynamic risk scoring engine that assigns real-time risk scores that help prioritize responses to critical threats. Together, these capabilities provide a comprehensive, AI-driven approach to real-time threat detection and response that set REVEAL apart from conventional security solutions.

How does Gurucul’s AI-driven approach help reduce false positives compared to conventional cybersecurity systems?

The REVEAL platform reduces false positives by leveraging AI-driven contextual analysis, behavioral insights, and machine learning to distinguish legitimate user activity from actual threats. Unlike conventional solutions, REVEAL refines its detection capabilities over time, improving accuracy while minimizing noise. Its UEBA detects deviations from baseline activity with high accuracy, allowing security teams to focus on legitimate security risks rather than being overwhelmed by false alarms. While Machine Learning is a foundational aspect, generative and agentic AI play a significant role in further appending context in natural language to help analysts understand exactly what is happening around an alert and even automate the response to said alerts.

What role does adversarial AI play in modern cybersecurity threats, and how does Gurucul combat these evolving risks?

First all we’re already seeing adversarial AI being applied to the lowest hanging fruit, the human vector and identity-based threats. This is why behavioral, and identity analytics are critical to being able to identify anomalous behaviors, put them into context and predict malicious behavior before it proliferates further. Furthermore, adversarial AI is the nail in the coffin for signature-based detection methods. Adversaries are using AI to evade these TTP defined detection rules, but again they can’t evade the behavioral based detections in the same way. SOC teams are not resourced adequately to continue to write rules to keep pace and will require a modern approach to threat detection, investigation and response. Behavior and context are the key ingredients.  Finally, platforms like REVEAL depend on a continuous feedback loop and we’re constantly applying AI to help us refine our detection models, recommend new models and inform new threat intelligence our entire ecosystem of customers can benefit from.

How does Gurucul’s risk-based scoring system improve security teams’ ability to prioritize threats?

Our platform’s dynamic risk scoring system assigns real-time risk scores to users, entities, and actions based on observed behaviors and contextual insights. This enables security teams to prioritize critical threats, reducing response times and optimizing resources. By quantifying risk on a 0–100 scale, REVEAL ensures that organizations focus on the most pressing incidents rather than being overwhelmed by low-priority alerts. With a unified risk score spanning all enterprise data sources, security teams gain greater visibility and control, leading to faster, more informed decision-making.

In an age of increasing data breaches, how can AI-driven security solutions help organizations prevent insider threats?

Insider threats are an especially challenging security risk due to their subtle nature and the access that employees possess. REVEAL’s UEBA detects deviations from established behavioral baselines, identifying risky activities such as unauthorized data access, unusual login times, and privilege misuse. Dynamic risk scoring also continuously assesses behaviors in real time, assigning risk levels to prioritize the most pressing insider risks. These AI-driven capabilities enable security teams to proactively detect and mitigate insider threats before they escalate into breaches. Given the predictive nature of behavioral analytics Insider Risk Management is race against the clock. Insider Risk Management teams need to be able to respond and collaborate quickly, with privacy top-of-mind. Context again is critical here and appending behavioral deviations with context from identity systems, HR applications and all other relevant data sources gives these teams the ammunition to quickly build and defend a case of evidence so the business can respond and remediate before data exfiltration occurs.

How does Gurucul’s identity analytics solution enhance security compared to traditional IAM (identity and access management) tools?

Traditional IAM solutions focus on access control and authentication but lack the intelligence and visibility to detect compromised accounts or privilege abuse in real time. REVEAL goes beyond these limitations by leveraging AI-powered behavioral analytics to continuously assess user risk, dynamically adjust risk scores, and enforce adaptive access entitlements, minimizing misuse and illegitimate privileges. By integrating with existing IAM frameworks and enforcing least-privilege access, our solution enhances identity security and reduces the attack surface. The problem with IAM governance is identity system sprawl and the lack of interconnectedness between different identity systems. Gurucul gives teams a 360° view of their identity risks across all identity infrastructure. Now they can stop rubber stamping access but rather take risk-oriented approach to access policies. Furthermore, they can expedite the compliance aspect of IAM and demonstrate a continuous monitoring and fully holistic approach to access controls across the organization.

What are the key cybersecurity threats you foresee in the next five years, and how can AI help mitigate them?

Identity-based threats will continue to proliferate, because they have worked. Adversaries are going to double-down on gaining access by logging in either via compromising insiders or attacking identity infrastructure. Naturally insider threats will continue to be a key risk vector for many businesses, especially as shadow IT continues. Whether malicious or negligent, companies will increasingly need visibility into insider risk. Furthermore, AI will accelerate the variations of conventional TTPs, because adversaries know that is how they will be able to evade detections by doing so and it will be low cost for them to creative adaptive tactics, technics and protocols. Hence again why focusing on behavior in context and having detection systems capable of adapting just as fast will be crucial for the foreseeable future.

Thank you for the great interview, readers who wish to learn more should visit Gurucul. 

[deetaanalytics]

In today’s fast-evolving digital landscape, businesses seek tools that facilitate quick decisions and offer actionable insights. Integrating Power BI Solutions has emerged as a powerful way to analyze data, create interactive reports, and visualize critical metrics.

When combined with AI capabilities, Power BI Solutions redefines how organizations interact with their data and drive more informed strategies. This article explores how AI-powered insights and Advanced analytics solutions transform business decision-making processes in Power BI.

[vastedge330]

Unlock actionable insights and drive data-driven decisions with VastEdge’s advanced data analytics services.

[techyseeducation]

Techyse Education offers the best Data Analytics Training In Marathahalli, designed to equip you with industry-relevant skills. Our course focuses on key aspects of data analysis, including data visualisation, statistical techniques, and machine learning. With expert instructors and a hands-on approach, Techyse Education provides an exceptional learning experience for anyone aiming to build a successful career in data analytics. Whether you're a beginner or have some experience, this course ensures you gain a strong foundation in data analytics.

In addition to our comprehensive Data Analytics Training In Marathahalli, we provide personalised support to ensure you stay on track. Our curriculum is tailored to industry demands, featuring practical exercises and real-world case studies to help students understand the application of analytics tools like Excel, SQL, and Python. At Techyse Education, our goal is to help students not just understand data, but also use it to drive decisions and insights effectively. Reach us: Techyse Education | Data Analyst, Python, Power BI Training in Marathahalli, Bangalore

#18, Krishna Summit, 307, 3rd Floor, Aswath Nagar, Next to Canara Bank, Marathahalli, Bangalore, Karnataka 560037

Phone : 098445 14333

Website : https://techyse.in/ Follow us on, Facebook : https://www.facebook.com/techyse.education/

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[dhallblogs]

Kerala establishes seven advanced research centers of excellence.

Thiruvananthapuram: The Kerala government has approved the establishment of seven Centers of Excellence, which would operate as independent institutions and concentrate on various fields of advanced research and training. These will be manned by elite teachers, researchers, and students, and furnished with cutting-edge amenities.

ALSO READ MORE-https://apacnewsnetwork.com/2024/07/kerala-establishes-seven-advanced-research-centers-of-excellence/

[data-ai-solutions]

Celebal Technologies | Harnessing the Power of Data and AI for Business Transformation 

The convergence of data and artificial intelligence has emerged as a critical foundation for fostering business innovation and transformation within the contemporary digital environment. At Celebal Technologies, we leverage big data and artificial intelligence to help enterprises unlock unprecedented growth and efficiency. Our advanced data analytics solutions enable businesses to navigate the complexities of the modern market, ensuring they stay ahead of the curve. 

The Role of Data and AI in Modern Business 

The integration of data and AI into business processes transforms how organizations operate. AI-driven analytics allows companies to glean actionable insights from vast data sets, enabling informed decision-making. By automating repetitive tasks and optimizing operations, businesses can achieve significant cost savings and improved productivity. Moreover, personalized marketing campaigns and enhanced customer experiences contribute to revenue growth, creating a competitive edge in the market. 

Advanced Data Analytics for Strategic Advantage 

Celebal Technologies offers a comprehensive suite of advanced data analytics services designed to drive strategic initiatives. Our solutions include: 

Generative AI: Our generative AI solutions empower businesses to create dynamic, context-aware applications that automate tasks and revolutionize decision support systems. This leads to improved operational efficiency and better customer experiences. 

Enterprise Data Warehousing: We specialize in building centralized data repositories that unify diverse data sources, ensuring data quality and timely access to critical information. This helps businesses maintain a single source of truth and make data-driven decisions with confidence. 

Data Lakes and AI-Driven Analytics: Our end-to-end solutions encompass strategy, prototyping, data integration, and real-time processing. This enables businesses to derive real-time insights and make informed decisions that drive growth and innovation. 

Data Platform Modernization: By modernizing data platforms, we help businesses establish a trusted and reusable set of data products. This accelerates the time to insights and enhances decision-making capabilities. 

Driving Business Value with AI Strategy 

Implementing a robust AI strategy is essential for businesses aiming to thrive in a data-centric world. Celebal Technologies assists organizations in developing and executing AI strategies that align with their goals. Our approach includes: 

AI and Machine Learning: We leverage machine learning frameworks to scale AI solutions tailored to address specific business challenges. By activating the power of data, businesses can predict, decide, and act in transformative ways. 

Intelligent Insights: Our AI-driven analytics provide richer, real-time insights that elevate decision-making processes. This empowers businesses to respond swiftly to market changes and emerging opportunities. 

Generative AI: Revolutionizing Business Processes 

Generative AI is at the forefront of innovation, offering businesses the ability to automate complex tasks and enhance decision-making processes. Our generative AI solutions are designed to: 

Empower the Workforce: By automating routine tasks, generative AI frees up employees to focus on higher-value activities. This leads to increased productivity and job satisfaction. 

Enhance Customer Experiences: Personalized interactions driven by generative AI improve customer engagement and satisfaction, fostering long-term loyalty. 

Optimize Operations: Generative AI optimizes operational workflows, reducing costs and improving efficiency. This is particularly beneficial for industries with complex and dynamic processes. 

Success Stories: Transforming Enterprises with Data and AI 

Our track record of successful implementations showcases the tangible benefits of data and AI. For instance, a renowned manufacturing company faced challenges with data integration across various sources, leading to inefficiencies. By deploying our O2C, P2P, and Core Finance Power BI dashboards, we centralized their data into a Data Lake, providing real-time access and analytics. This transformation resulted in significant cost savings, improved efficiency, and enhanced competitiveness. 

Conclusion: Embracing the Future with Celebal Technologies 

The future of business lies in the effective harnessing of data and AI. At Celebal Technologies, we are committed to helping organizations navigate this journey with our cutting-edge solutions. From big data and artificial intelligence to advanced data analytics and AI-driven analytics, we provide the tools and expertise needed to thrive in a rapidly evolving landscape. By developing a robust AI strategy and leveraging generative AI, businesses can unlock new levels of innovation, efficiency, and growth. 

For more information on how Celebal Technologies can transform your business with data and AI, visit Celebal Technologies Data and AI Solutions.  

[techtoio]

Emerging Tech Trends in the Internet of Things (IoT)

Introduction

The Internet of Things (IoT) is transforming our world by connecting devices and enabling smarter, more efficient interactions. In everything from smart homes to industrial automation, the IoT is leading a revolution in our living and working environments. In this article, TechtoIO explores the emerging tech trends in IoT, highlighting the innovations and advancements that are shaping the future. Read to continue link

[artisticdivasworld]

Getting to Know FRC Part 3: Full Service Catalogue

Renee Williams, President, Freight Revenue Consultants, LLC (FRC) At Freight Revenue Consultants (FRC), we’re all about making your trucking operations run smoother and more profitably. With our deep knowledge of the transportation industry and advanced data analytics skills, we tackle everything. What sets us apart is our extensive experience and strong network of contacts and vendors, which…

[attitudetallyacademy]

4 Excel Functions Every Data Analyst Must Know for Smarter Data Insights

Mastering Excel is essential for any aspiring data analyst. This infographic highlights four powerful Excel functions that simplify complex data tasks, improve accuracy, and enhance decision-making. Whether you're analyzing trends, cleaning data, or creating dashboards, these must-know formulas will upgrade your analytics game. Perfect for students, professionals, and anyone looking to boost their data skills in today’s competitive job market.

📚 Learn MIS & Data analytics: Attitude Academy

📍 Visit Us: Yamuna Vihar | Uttam Nagar

📞 Call: +91 9654382235

🌐 Website: www.attitudetallyacademy.com

📩 Email: career@attitudetallyacademy.com

📸 Follow us on: attitudeacademy4u

[strategiadvizo]

Adapting to the Future: How Accountants Can Thrive by Embracing Digital Skills

In an era where technology is rapidly reshaping industries, the accounting profession is no exception. Traditional accountants who once relied on paper-ledgers and manual calculations are finding themselves at a crossroads. The advent of digital accounting has ushered in a new age of efficiency, accuracy, and opportunity. The shift towards digital accounting is not merely a trend but a…

[scholarnest]

Business Intelligence Solutions: Unleashing the Power of Managed Analytics

In today's dynamic business landscape, the effective utilization of data is pivotal for informed decision-making and sustained growth. Business Intelligence (BI) solutions have emerged as a cornerstone, offering organizations the ability to glean actionable insights from their data. This article explores the transformative impact of BI solutions and how managed analytics, coupled with outsourced IT management, is reshaping the way businesses harness the power of data.

1. Proactive IT Support and Managed IT Services:

BI solutions thrive in an environment supported by proactive IT services. Managed IT services, which include proactive support and maintenance, ensure the seamless operation of BI tools. This proactive approach not only enhances the reliability of analytics but also minimizes downtime, allowing businesses to make real-time decisions.

2. Advanced Analytics and Data Visualization Services:

Managed analytics encompass advanced analytics services that go beyond basic reporting. Data visualization services play a crucial role, translating complex data sets into visually appealing and understandable insights. This facilitates better communication and comprehension of data-driven findings across all levels of an organization.

3. Cloud Management Solutions and Migration Strategies:

The integration of cloud management solutions is a game-changer for BI. Cloud migration solutions offer scalability, flexibility, and cost-efficiency. Managed BI services leverage cloud optimization solutions, ensuring that businesses make the most of cloud resources while maintaining peak performance.

4. Data Science Solutions and Hybrid Cloud Integration:

BI solutions often involve intricate data science methodologies. Managed analytics extend to data science solutions, enabling organizations to employ predictive analytics and machine learning for more accurate forecasting. Hybrid cloud solutions provide the necessary infrastructure for hosting and processing data across different environments securely.

5. IT Consultation Services and Strategic Managed Services:

Strategic IT consultation services are instrumental in aligning BI strategies with overall business objectives. Managed services, including serverless computing and big data consulting, are designed to optimize the performance of BI tools, ensuring they adapt to evolving business requirements.

6. Cloud Consulting Services and Holistic Cloud Management:

BI solutions benefit from specialized cloud consulting services. These services guide organizations in selecting the most suitable cloud platforms and architectures for their BI needs. Holistic cloud management services oversee the entire cloud ecosystem, ensuring optimal performance and security.

In conclusion, the convergence of BI solutions and managed analytics is reshaping the way businesses interpret and leverage their data. With the right blend of outsourced IT management, advanced analytics, and cloud solutions, organizations can unlock the full potential of their data, gaining a competitive edge in today's data-driven era.

[elsa16744]

Top Big Data Predictions: Embracing the Future of Data Analytics

Dive into the exciting realm of big data predictions and explore the cutting-edge trends that are shaping the future of data analytics. In this comprehensive article by SG Analytics, discover the top predictions for the world of big data, including advancements in machine learning, artificial intelligence, and data governance. Gain insights into how these emerging trends are revolutionizing industries and driving business innovation. Stay ahead of the curve by understanding the potential impact of big data on your organization's decision-making processes. Follow the link to uncover the latest big data predictions and prepare for the data-driven future.