MLWhiz | AI Unwrapped
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Making ML careers accessible and GenAI and MLOps understandable. 🔧 No-fluff guides and real-world insights to help you build, deploy, and advan...
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This is an automated Substack Account of https://mlwhiz.substack.com
Discover more/Create at: @skystack.xyz
RecSys Fundamentals: The Art and Science of Digital Matchmaking • Recsys Series Part 1: Master the three core approaches that power every modern recommendation engine
RecSys Fundamentals: The Art and Science of Digital Matchmaking
Recsys Series Part 1: Master the three core approaches that power every modern recommendation engine
www.mlwhiz.com
November 21, 2025 at 4:07 PM
RecSys Fundamentals: The Art and Science of Digital Matchmaking • Recsys Series Part 1: Master the three core approaches that power every modern recommendation engine
What Production Deployments Taught Me About ReAct vs Function Calling • From Prototype to Production: Hard-Won Lessons for AI Agent Development
What Production Deployments Taught Me About ReAct vs Function Calling
From Prototype to Production: Hard-Won Lessons for AI Agent Development
www.mlwhiz.com
November 21, 2025 at 4:07 PM
What Production Deployments Taught Me About ReAct vs Function Calling • From Prototype to Production: Hard-Won Lessons for AI Agent Development
The 5 Principles That Turn ML Projects Into Business Impact • Why 70% of machine learning projects fail to deliver value, and the engineering-first approach that ensures yours won't be one of them
The 5 Principles That Turn ML Projects Into Business Impact
Why 70% of machine learning projects fail to deliver value, and the engineering-first approach that ensures yours won't be one of them
www.mlwhiz.com
November 21, 2025 at 4:07 PM
The 5 Principles That Turn ML Projects Into Business Impact • Why 70% of machine learning projects fail to deliver value, and the engineering-first approach that ensures yours won't be one of them
The #1 Reason Your GenAI Project Will Fail in Production (and the 4 Pillars to Prevent It) • A Technical Guide to Overcoming Operational Nightmares and Exploding Costs in LLM Deployments
The #1 Reason Your GenAI Project Will Fail in Production (and the 4 Pillars to Prevent It)
A Technical Guide to Overcoming Operational Nightmares and Exploding Costs in LLM Deployments
www.mlwhiz.com
November 21, 2025 at 4:07 PM
The #1 Reason Your GenAI Project Will Fail in Production (and the 4 Pillars to Prevent It) • A Technical Guide to Overcoming Operational Nightmares and Exploding Costs in LLM Deployments
What is GraphRAG and how it works • From Scattered Facts to Connected Intelligence
What is GraphRAG and how it works
From Scattered Facts to Connected Intelligence
www.mlwhiz.com
November 21, 2025 at 4:07 PM
What is GraphRAG and how it works • From Scattered Facts to Connected Intelligence
How to Crack FAANG Coding Interviews? • The pattern-based approach that transforms coding interviews from impossible puzzles into recognizable problems
How to Crack FAANG Coding Interviews?
The pattern-based approach that transforms coding interviews from impossible puzzles into recognizable problems
www.mlwhiz.com
November 21, 2025 at 4:07 PM
How to Crack FAANG Coding Interviews? • The pattern-based approach that transforms coding interviews from impossible puzzles into recognizable problems
Did Apple Just Burst the AI Reasoning Bubble? I don't think so • A shallow dive into Apple's latest research that challenges everything we think we know about reasoning models
Did Apple Just Burst the AI Reasoning Bubble? I don't think so
A shallow dive into Apple's latest research that challenges everything we think we know about reasoning models
www.mlwhiz.com
November 21, 2025 at 4:07 PM
Did Apple Just Burst the AI Reasoning Bubble? I don't think so • A shallow dive into Apple's latest research that challenges everything we think we know about reasoning models
Fine-Tuning LLMs: Your Guide to PEFT, QDoRA, and Other Nifty Tricks • GenAI Series Part 5: Mastering Parameter-Efficient Fine-Tuning for Production Systems
Fine-Tuning LLMs: Your Guide to PEFT, QDoRA, and Other Nifty Tricks
GenAI Series Part 5: Mastering Parameter-Efficient Fine-Tuning for Production Systems
www.mlwhiz.com
November 21, 2025 at 4:07 PM
Fine-Tuning LLMs: Your Guide to PEFT, QDoRA, and Other Nifty Tricks • GenAI Series Part 5: Mastering Parameter-Efficient Fine-Tuning for Production Systems
Building Production-Grade Agentic RAG: Intelligent Recommendation Engines with Agents • GenAI Series Part4: HyDE, Hybrid Retrieval, Re-ranking, and Multi-Agent Systems with LlamaIndex
Building Production-Grade Agentic RAG: Intelligent Recommendation Engines with Agents
GenAI Series Part4: HyDE, Hybrid Retrieval, Re-ranking, and Multi-Agent Systems with LlamaIndex
www.mlwhiz.com
November 21, 2025 at 4:07 PM
Building Production-Grade Agentic RAG: Intelligent Recommendation Engines with Agents • GenAI Series Part4: HyDE, Hybrid Retrieval, Re-ranking, and Multi-Agent Systems with LlamaIndex
Building RAG Applications From Scratch: The No-BS Guide for ML Engineers and Data Scientists • GenAI Series Part3 :Hands-On Code and Optimization Tips for Production Systems
Building RAG Applications From Scratch: The No-BS Guide for ML Engineers and Data Scientists
GenAI Series Part3 :Hands-On Code and Optimization Tips for Production Systems
www.mlwhiz.com
November 21, 2025 at 4:07 PM
Building RAG Applications From Scratch: The No-BS Guide for ML Engineers and Data Scientists • GenAI Series Part3 :Hands-On Code and Optimization Tips for Production Systems
GenAI Series: My Tryst with AI-Assisted "Vibe Coding" • Building a Web App from Idea to Deployment (And the Reality Check) - Process, Key Takeaways and The Job Market
GenAI Series: My Tryst with AI-Assisted "Vibe Coding"
Building a Web App from Idea to Deployment (And the Reality Check) - Process, Key Takeaways and The Job Market
www.mlwhiz.com
November 21, 2025 at 4:07 PM
GenAI Series: My Tryst with AI-Assisted "Vibe Coding" • Building a Web App from Idea to Deployment (And the Reality Check) - Process, Key Takeaways and The Job Market
The Art and Science of Prompt Engineering: A Comprehensive Guide • GenAI Series Part2: Beyond Basic Queries: Advanced Methods to Unlock AI's Full Potential
The Art and Science of Prompt Engineering: A Comprehensive Guide
GenAI Series Part2: Beyond Basic Queries: Advanced Methods to Unlock AI's Full Potential
www.mlwhiz.com
November 21, 2025 at 4:08 PM
The Art and Science of Prompt Engineering: A Comprehensive Guide • GenAI Series Part2: Beyond Basic Queries: Advanced Methods to Unlock AI's Full Potential
A review of the Architectural Journey of LLMs: Key Milestones from 2017 to Present Day • GenAI Series: Part1: Foundational Content -> Because, Knowing your History is Important
A review of the Architectural Journey of LLMs: Key Milestones from 2017 to Present Day
GenAI Series: Part1: Foundational Content -> Because, Knowing your History is Important
www.mlwhiz.com
November 21, 2025 at 4:08 PM
A review of the Architectural Journey of LLMs: Key Milestones from 2017 to Present Day • GenAI Series: Part1: Foundational Content -> Because, Knowing your History is Important
The Action-Planning Paradox: Balancing Execution and Strategy in Tech • How I learned to harness my "bias toward action" while avoiding its pitfalls
The Action-Planning Paradox: Balancing Execution and Strategy in Tech
How I learned to harness my "bias toward action" while avoiding its pitfalls
www.mlwhiz.com
November 21, 2025 at 4:08 PM
The Action-Planning Paradox: Balancing Execution and Strategy in Tech • How I learned to harness my "bias toward action" while avoiding its pitfalls
GenAI 101 - How Generative AI is Rewriting the Rules for ML Engineers (And How to Adapt and get Started) • Some Thoughts and Approaches to get started in GenAI space
GenAI 101 - How Generative AI is Rewriting the Rules for ML Engineers (And How to Adapt and get Started)
Some Thoughts and Approaches to get started in GenAI space
www.mlwhiz.com
November 21, 2025 at 4:08 PM
GenAI 101 - How Generative AI is Rewriting the Rules for ML Engineers (And How to Adapt and get Started) • Some Thoughts and Approaches to get started in GenAI space
Become a Machine Learning Engineer with these 10 resources • Enough for a ML MS Degree
Become a Machine Learning Engineer with these 10 resources
Enough for a ML MS Degree
www.mlwhiz.com
November 21, 2025 at 4:08 PM
Become a Machine Learning Engineer with these 10 resources • Enough for a ML MS Degree
Crack ML System Design Interviews Like a Pro - Part 2 • Netflix Real-World Case Study
Crack ML System Design Interviews Like a Pro - Part 2
Netflix Real-World Case Study
www.mlwhiz.com
November 21, 2025 at 4:08 PM
Crack ML System Design Interviews Like a Pro - Part 2 • Netflix Real-World Case Study