57:39How Neural Networks Actually Work β From Perceptron to ProductionPractical AI Pro81 viewsΒ·3 days ago
19:36Why Your Neural Network Fails on New Data β Regularization ExplainedPractical AI Pro78 viewsΒ·4 days ago
22:01Backpropagation Explained β How Neural Networks Actually LearnPractical AI Pro108 viewsΒ·1 week ago
16:04How AI Actually Thinks β The ONE Equation Behind ChatGPT, Tesla & Every Modern AIPractical AI Pro141 viewsΒ·1 week ago
1:21:45Machine Learning Essentials in 2 hrs Supervised, Unsupervised & Reinforcement Learning Made SimplePractical AI Pro173 viewsΒ·1 week ago
17:34Reinforcement Learning Explained in 15 Min Q-Learning, Policy Gradients & Real-World ApplicationsPractical AI Pro136 viewsΒ·2 weeks ago
5:57AI That Teaches Itself Reinforcement Learning in Real Life(Robotics, Finance, Gaming) Ch 6 β Pt 3Practical AI Pro118 viewsΒ·2 weeks ago
5:32How AI Actually Learns Decisions π€― Q-Learning vs Policy Gradients (RL Made Simple) Ch 6 β Pt 2Practical AI Pro226 viewsΒ·2 weeks ago
6:06Reinforcement Learning Explained Simply π€ Agents, Environment & Rewards Ch 6 β Pt 1Practical AI Pro264 viewsΒ·3 weeks ago
29:11Unsupervised Learning Clustering, Dimensionality reduction, Case Study Full Chapter 5(3 Lessons)Practical AI Pro139 viewsΒ·3 weeks ago
5:10Case Study Customer segmentation in marketing Unsupervised Learning Ch 5 β Pt 3Practical AI Pro165 viewsΒ·3 weeks ago
14:33Dimensionality Reduction in ML PCA vs t-SNE vs UMAP Unsupervised Learning Ch 5 β Pt 2Practical AI Pro935 viewsΒ·5 months ago
9:28Clustering Explained Simply K-Means, DBSCAN & Hierarchical Unsupervised Learning Ch 5 β Pt 1Practical AI Pro190 viewsΒ·6 months ago
35:02Supervised Learning Explained Regression, Decision Trees & Case Study Full Chapter 4 (4 Lessons)Practical AI Pro244 viewsΒ·6 months ago
6:28Case Study Predicting Employee Attrition with AI Supervised Learning Ch 4 β Pt 4Practical AI Pro831 viewsΒ·6 months ago
6:08Model Evaluation MetricsβοΈ Accuracy, Precision, Recall, F1,ROC Supervised Learning Ch 4 β Pt 3Practical AI Pro93 viewsΒ·6 months ago
7:58Decision Trees π³ Random Forests π² Gradient Boosting π Supervised Learning Ch 4 β Pt2Practical AI Pro84 viewsΒ·6 months ago
14:29Linear & Logistic Regression in Machine Learning (2025 Guide) Supervised Learning Ch 4 β Pt1Practical AI Pro26 viewsΒ·6 months ago
1:29:59Foundations of AI π€ Start Your AI Journey Today! AI Unlocked Full Chapters 1 to 3.Practical AI Pro128 viewsΒ·7 months ago
32:37Inside the AI Brain π§ Workflow + Terminology Foundations of AI Full Chapter 3 (4 Lessons)Practical AI Pro13 viewsΒ·7 months ago
27:25Master the Math & Code That Make AI Smarter π§ Foundations of AI Full Chapter 2 (4 Lessons)Practical AI Pro22 viewsΒ·7 months ago
29:59Introduction to Artificial Intelligence Foundations of AI Full Chapter 1 (4 Lessons)Practical AI Pro101 viewsΒ·7 months ago
7:36π Top 3 AI Frameworks PyTorch, TensorFlow & Hugging Face! AI Workflow Ch 3 - Pt 4Practical AI Pro52 viewsΒ·7 months ago
8:40π€ Features, Labels, Epochs, Overfitting & Underfitting Explained AI Workflow Ch 3 - Pt 3Practical AI Pro17 viewsΒ·7 months ago
6:47π AI Training vs Inference The Secret Journey From Learning to Action! AI Workflow Ch 3 - Pt 2Practical AI Pro28 viewsΒ·7 months ago
9:35The SECRET Behind Every AI Model π€ Data Pipeline Demystified AI Workflow Ch 3 - Pt 1Practical AI Pro32 viewsΒ·7 months ago
4:18π Python Essentials You MUST Know (NumPy, Pandas, Matplotlib) AI Programming Chapter 2 - Part 4Practical AI Pro23 viewsΒ·7 months ago
6:57AI Math Gradient Descent & Convex vs. Non-Convex Problems AI Math Chapter 2 - Part 3Practical AI Pro28 viewsΒ·7 months ago
10:51AI Math π€ Probability & Statistics The Mathematical & Programming Backbone Chapter 2 - Part 2Practical AI Pro37 viewsΒ·7 months ago
5:20AI Math Linear Algebra Essentials The Mathematical & Programming Backbone Chapter 2 - Part 1Practical AI Pro50 viewsΒ·7 months ago