Resources
Guides, reports, tools, and curated learning resources for AI practitioners and enterprise executives.
In this section, we collect various resources for learning AI, ML, and Data Science that we discover while interviewing and surveying top performers in AI and Data Science.
Data Science
Preetham Reddy Kaukuntla, Staff Data Scientist — Converging Statistics & ML for Impact, Mentoring Business-Minded Data Scientists, Balancing Speed & Scalability, and The Future of AI Leadership
In this interview, we speak with Preetham Reddy Kaukuntla , Staff Data Scientist at Glassdoor, about navigating the evolving demands of AI-driven decision-making. Preetham shares how statistical analy
Nimit Patel, Principal Data Scientist II — AI in Power Plants, CO₂ Reduction, Cross-Functional Alignment, GenAI for Molecules, Strategic AI Leadership, Ethics, Emerging Trends, and Moonshot Innovation
Nimit Patel , Principal Data Scientist II, has over a decade of experience leading AI initiatives that span power plants, industrial operations, and now generative AI for molecular discovery. Througho
Revolutionizing Energy Markets Through Advanced Data-Driven Analytics: Shruthi Alekha's Innovative Approach
How Advanced Technology Is Transforming Power Forecasting and Reducing Operational Costs The transformation of energy markets isn't just happening – it's accelerating at breakneck speed as smart algor
Srinivas Chippagiri, Sr. Member of Technical Staff — Engineering Leadership, AI-Driven Analytics, Cloud Platform Challenges, Regulatory Compliance, Valuable Skills for Engineers, Mentoring, and Emerging Trends
In this interview, we sit down with Srinivas Chippagiri , a Sr. Member of Technical Staff, whose diverse experience spans telecommunications, healthcare, energy, and CRM software. With deep expertise
Shafeeq Ur Rahaman, Associate Director, Analytics at Monks — Surprising Business Insights from Automating 500+ Data Pipelines, Ethical AI Deployment, Cloud Adoption Misconceptions, Key Data Skills, and More
Shafeeq Ur Rahaman is the Associate Director of Analytics at Monks , a leading digital marketing and analytics firm known for its innovative use of AI and cloud technologies. In this interview, Shafee
Anuj Tyagi, Senior Site Reliability Engineer — AI in SRE, AI Security, Bias Mitigation, Open-Source Cloud Reliability, Future of AI in Infrastructure
In this exclusive interview, we sit down with Anuj Tyagi , Senior Site Reliability Engineer and co-founder of AITechNav Inc. , to explore the transformative impact of AI on Site Reliability Engineerin
How to guides
How to Choose an LLM Vendor in 2026: A CIO's Evaluation Guide
A CIO's guide to LLM vendor selection: capability fit, pricing structures, data terms, deprecation risk, and multi-vendor strategy — with a scoring rubric.
How to Measure the ROI of AI Agents: A Framework for Executives (2026)
A practical framework for measuring AI agent ROI: baseline metrics, cost-to-serve, deflection rates, and the hidden costs most teams miss. With worked examples.
The Enterprise AI Adoption Roadmap: From First Pilot to Operating at Scale
A stage-by-stage enterprise AI adoption roadmap: pilot, production, platform, and portfolio — with the gates, metrics, and failure modes at each stage.
AI vs Rule-based solutions to convert COBOL to Java
Comparing AI-based and rule-based approaches to modernizing legacy COBOL systems into Java — the trade-offs, the risks, and how to choose the right path for a production migration.
Top 10 Applications of NLP for Business in 2026
How natural language processing is delivering measurable business returns in 2026 — the ten enterprise applications generating the highest ROI, with real-world examples.
Why Real-Time Verification Infrastructure Is the Next Frontier for AI Assistants
Why real-time verification infrastructure — not raw model intelligence — is the real bottleneck for reliable AI assistants, with e-commerce coupon verification as the practical example.
Online course reviews
Top 5 Online Courses to Master AI Agents in 2025
AI agents are rapidly transforming how we interact with software, automate workflows, and build intelligent systems. Whether you're a developer aiming to create your first agent or a business leader l
5 Must-Take Generative AI Courses in 2025
Generative AI is rapidly reshaping how we build, create, and interact with technology, powering everything from text generation to creative tools, code automation, and intelligent agents. Whether you'
5 Top AI Courses to Take in 2025
As artificial intelligence continues to revolutionize industries, mastering its principles is becoming a valuable asset across professions. Whether you're a tech-savvy educator, an aspiring AI enginee
Top Sustainability and Renewable Energy Courses (2025)
In today's rapidly changing world, where environmental sustainability and energy conservation have become pivotal, acquiring knowledge in sustainability and renewable energy is not just beneficial but
Best AWS courses (2024)
As we navigate through the digital age, the importance of understanding and utilizing advanced technologies has never been more critical. One such technology that stands at the forefront is Amazon Web
Best 5 R Courses (2024)
In the dynamic landscape of data science and statistical analysis, there has been one constant in a programming language that has stood the test of time. This language has been a trusted companion for
Podcasts
How to Choose an LLM Vendor in 2026: A CIO's Evaluation Guide
A CIO's guide to LLM vendor selection: capability fit, pricing structures, data terms, deprecation risk, and multi-vendor strategy — with a scoring rubric.
How to Measure the ROI of AI Agents: A Framework for Executives (2026)
A practical framework for measuring AI agent ROI: baseline metrics, cost-to-serve, deflection rates, and the hidden costs most teams miss. With worked examples.
The Enterprise AI Adoption Roadmap: From First Pilot to Operating at Scale
A stage-by-stage enterprise AI adoption roadmap: pilot, production, platform, and portfolio — with the gates, metrics, and failure modes at each stage.
AI vs Rule-based solutions to convert COBOL to Java
Comparing AI-based and rule-based approaches to modernizing legacy COBOL systems into Java — the trade-offs, the risks, and how to choose the right path for a production migration.
Top 10 Applications of NLP for Business in 2026
How natural language processing is delivering measurable business returns in 2026 — the ten enterprise applications generating the highest ROI, with real-world examples.
Why Real-Time Verification Infrastructure Is the Next Frontier for AI Assistants
Why real-time verification infrastructure — not raw model intelligence — is the real bottleneck for reliable AI assistants, with e-commerce coupon verification as the practical example.