LLMs for Everyone | Pre-training, Fine-Tuning, Scaling RL, Open Source | Daniel Han, Unsloth
GroundZero YT
LLMs for Everyone | Pre-training, Fine-Tuning, Scaling RL, Open Source | Daniel Han, Unsloth
1:24:18
Soham Parekh Unplugged with Himanshu | GroundZero YT
GroundZero YT
Soham Parekh Unplugged with Himanshu | GroundZero YT
1:15:47
RL, Reasoning, Reward Hacking, AI Timeline and Post AGI | Will Brown (Research at Prime Intellect)
GroundZero YT
RL, Reasoning, Reward Hacking, AI Timeline and Post AGI | Will Brown (Research at Prime Intellect)
1:43:25
Post-Training, RL, Experiments and Indic AI | Tokenbender
GroundZero YT
Post-Training, RL, Experiments and Indic AI | Tokenbender
2:18:55
LA Foundations | Permutation Matrix and Orthogonality
GroundZero YT
LA Foundations | Permutation Matrix and Orthogonality
14:37
LA Foundations | Transpose of Matrices, Symmetry & LDU Breakdown
GroundZero YT
LA Foundations | Transpose of Matrices, Symmetry & LDU Breakdown
7:13
LA Foundations | Echelon form, Pivot and Free Variables, Rank
GroundZero YT
LA Foundations | Echelon form, Pivot and Free Variables, Rank
17:51
LA Foundations | Row Operations in Action, Elimination, Pivots & Elementary Matrices
GroundZero YT
LA Foundations | Row Operations in Action, Elimination, Pivots & Elementary Matrices
15:59
LA Foundations | Visualizing Vectors and Matrix Multiplication
GroundZero YT
LA Foundations | Visualizing Vectors and Matrix Multiplication
23:13
LA Foundations | Vectors, Matrices, and the Meaning of Ax
GroundZero YT
LA Foundations | Vectors, Matrices, and the Meaning of Ax
17:31
Week 8 Day 2 : CNNs
GroundZero YT
Week 8 Day 2 : CNNs
18:42
Week 8 - CNNs - Day 1
GroundZero YT
Week 8 - CNNs - Day 1
19:00
Week 7 | Day 2 : Backprop | MLP | Why Perceptron can't converge to XOR
GroundZero YT
Week 7 | Day 2 : Backprop | MLP | Why Perceptron can't converge to XOR
23:52
Week 7 | Day 1 : Perceptron
GroundZero YT
Week 7 | Day 1 : Perceptron
15:37
Week 6 | Day 2 : AlphaGo
GroundZero YT
Week 6 | Day 2 : AlphaGo
26:14
Week 6 | Day 1 : Introduction to Deep RL
GroundZero YT
Week 6 | Day 1 : Introduction to Deep RL
25:14
Week 5 | Day 3 : SVM Hands-On
GroundZero YT
Week 5 | Day 3 : SVM Hands-On
13:47
Week 5 | Day 2 : Non-Linear SVMs and The Kernel Trick
GroundZero YT
Week 5 | Day 2 : Non-Linear SVMs and The Kernel Trick
26:16
Week 5 | Day 1 : Support Vector Machines from first principles
GroundZero YT
Week 5 | Day 1 : Support Vector Machines from first principles
30:23
Week 4 | Day 2 : Coreference Resolution, RNNs
GroundZero YT
Week 4 | Day 2 : Coreference Resolution, RNNs
23:46
Week4 | Day1 : Topic Modelling (LDA, LSA) and Dependency Parsing
GroundZero YT
Week4 | Day1 : Topic Modelling (LDA, LSA) and Dependency Parsing
24:05
Week 3 Day 3 : N Gram models
GroundZero YT
Week 3 Day 3 : N Gram models
8:32
Week 3 Day 2 : POS Tagging, NER Tagging and Sentiment Analysis
GroundZero YT
Week 3 Day 2 : POS Tagging, NER Tagging and Sentiment Analysis
17:57
Week 3 Day 1 : Text Preprocessing, Word Frequencies and Word Embeddings
GroundZero YT
Week 3 Day 1 : Text Preprocessing, Word Frequencies and Word Embeddings
22:12
ML Research | Career in Japan | AI4Bharat | GroundZero AI Talks EP01 with Raj Dabre
GroundZero YT
ML Research | Career in Japan | AI4Bharat | GroundZero AI Talks EP01 with Raj Dabre
1:30:52
Week 2 | Day 3 : Regression - Hands-On Session
GroundZero YT
Week 2 | Day 3 : Regression - Hands-On Session
32:43
Week 2 | Day 2 : Multiple Linear Regression and Logistic Regression - Intuition and Maths
GroundZero YT
Week 2 | Day 2 : Multiple Linear Regression and Logistic Regression - Intuition and Maths
24:49
Week 2 | Day 1 : Linear Regression - Intuition and Maths
GroundZero YT
Week 2 | Day 1 : Linear Regression - Intuition and Maths
23:00
Week 1 | Day 5 : Build the Transformer
GroundZero YT
Week 1 | Day 5 : Build the Transformer
6:12
Week 1 | Day 4 : Masked Attention and Feed Forward Networks
GroundZero YT
Week 1 | Day 4 : Masked Attention and Feed Forward Networks
7:39
Week 1 | Day 3 : Multi-head Attention, Layer Norm and Skip Connections
GroundZero YT
Week 1 | Day 3 : Multi-head Attention, Layer Norm and Skip Connections
19:05
Week 1 | Day 2 : Why do we need attention? Bahadanau Attention and Attention Layer
GroundZero YT
Week 1 | Day 2 : Why do we need attention? Bahadanau Attention and Attention Layer
28:39
Week 1 | Day 1 : Problems with RNNs, Embeddings and Positional Embeddings
GroundZero YT
Week 1 | Day 1 : Problems with RNNs, Embeddings and Positional Embeddings
16:02