M Iqbal

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124 videos

Welcome to my AI & ML Journey! Join me as we explore the fascinating world of Artificial Intelligence and Machine Learning. Together, we'll learn, build, and...

Latest Videos

Probability Fundamentals #statistics #mljourney #machinelearning

Z-Scores & Standardization Explained From Formula to Fraud Detection

Why Your ML Model Fails Skewness & Kurtosis in Data Science

Normal Distribution Explained Bell Curve, Z-Scores & Empirical Rule Stats for Machine Learning

Don’t Trust the Mean! Understanding Skewed & Bimodal Distributions

How to Use Self-Reflection, Tree-of-Thought & ReAct Prompting Advanced Prompt Engineering

Build a Prompt Template Library RAG, Agents, Classification & More

Chain-of-Thought Prompting When to Use It (& When It WASTES Money)

Zero-Shot vs Few-Shot Prompting Which AI Technique Gets Better Results

Master AI Prompts in 4 Steps

5 Prompt Mistakes Making ChatGPT Give WRONG Answers

What is Prompt Engineering

Percentiles & Quartiles Explained Master Box Plots & Outlier Detection in 20 Minutes

Measures of Dispersion Explained Range, Variance, Standard Deviation & Coefficient of Variation

Final Project 2 – Command-Line Task Manager

Python Project 1 – Student Grading System

Advanced Problem Solving – Challenge Time!

Generators and Decorators – Lazy and Clean Code

Comprehensions – Write More With Less

DunderMagic Methods – Python Behind the Curtain

Inheritance & Encapsulation in Python

OOP Basics – Classes and Objects Explained

Build a Text Analyzer in Python Complete Beginner Project Tutorial

Build a 2D Game with Langflow RAG + LLM + Ollama GPT-OSS 20B Tutorial

Measures of Central Tendency Explained Mean, Median & Mode with Examples

Error Handling in Python – Try, Except, Finally

File IO – Read, Write, Append Files

The One Theorem That Changed How I Think About ML Algorithms

Python Modules – Tools You Didn't Know You Had

Machine Learning Hyperparameters Explained Epochs, Batch Size & Learning Rate