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Jax tutorial 2: Grads
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Jax tutorial 1: Arrays
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Weekly AI paper - 4/7/25 - LLAMA4, Multi token attention
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Weekly AI paper review - 3/28/25 - Large Memory module, LongRope2, MOBA block attention
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Weekly AI paper review - 2/14/25 - S1 Test time scaling, SMOLLM2
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Weekly AI paper review - 2/7/25 - RL generalizes, Titans: Learning to Memorize at test time.
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Weekly AI paper review - 1/23/25 - Transformers^2, Tensor Product Attention, Deepseek-R1
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VSCode environment and extensions for Python Development
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Weekly AI paper overview - 12/23/2024 - Deepseekv3, Memory layers
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6. Final Words
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5. Training the MLLM
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Weekly AI paper overview - 12/23/2024 - ModernBERT, No More Adam
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Weekly AI paper overview - 12/19/24 - Latent Space Reasoning , Byte Latent Transformer
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5. Dataloader for MLLM
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4. Writing MLLM from scratch
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Torchtune: A new finetuning library for LLMs
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3. Vision base - Clip-14
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Weekly AI paper overview- 10/29/24 - Pixtral, Differential Transformers
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Weekly AI paper overview- 10/1/24 - LLAMA3.2, Self correction using RL
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Part 4 : Trainer
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Part 3: Training Script
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Part 1 : OLMO Paper
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Part 2 : The model definition
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Weekly AI paper overview - 7/25/2024
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Weekly AI paper overview- 7/7/24
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Weekly AI paper overview- 6/18/24
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Weekly AI paper overview- 6/9/24
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2. LLM base - Phi3
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Weekly AI paper overview- 5/9/24
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LayerSkip - Rapid Paper Review
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1. Architecture overview of MLLM: MiniGPT4
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Halide 4 - Multi-Stage Scheduling
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All About Normalizations! - Batch, Layer, Instance and Group Norm
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PyTorch - torch.jit Optimize your model
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PyTorch - Convolution under the hood (Unfolding/Folding)
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PyTorch - Transformer code walkthrough - Part 2 Actual Code
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PyTorch - Transformer code walkthrough - Part 1 Theory
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Halide 3 - Scheduling Basics
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PyTorch - Dataset and Datastores
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Halide 2 - Hello World
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PyTorch - Creating Custom Layers
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Halide 1 - Windows Setup
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PyTorch - Neural Network II - nn.Module
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Coding Challenge || Google || Keys and Rooms || C++ and Python
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Coding Challenge || Microsoft || Sort Characters By Frequency || C++ and Python
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PyTorch - Neural Network I - nn.Sequential
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1000000th video on GitHub Copilot
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PyTorch - Automatic Differentiation
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Coding Challenge || Right Side View || C++ and Python
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Coding Challenge || Google || Max level order Sum || C++ and Python
28:16
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PyTorch - Introduction and Tensors
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Tmux basics - Must have terminal tool!!
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Quantum Algorithm - 3 Implementation
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Quantum Algorithm - 2 Quantum Solution Theory
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Quantum Algorithm - 1 Classical Solution
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Quantum Programming - Quantum Gates II
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Quantum Programming - Bloch Sphere
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Quantum Programming - Quantum Gates I
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Quantum Programming - Entanglement
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Jupyter notebook in VS Code
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Quantum Programming - Qiskit hello world
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Quantum Programming - Basics
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Advanced Python - Unit Testing
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Advanced Python - Global keyword
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Reinforcement Learning in MATLAB - Additional Resources
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Reinforcement Learning Designer App in MATLAB
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Reinforcement Learning in MATLAB - DQN Theory
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Advanced Python - Functools module - cache decorator
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Reinforcement Learning in MATLAB with OpenAI-GYM - RL Toolbox 2
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Advanced Python - Collections Module - defaultdict, deque, Counter
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Reinforcement Learning in MATLAB with OpenAI Gym - RL Toolbox
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Reinforcement Learning in MATLAB with OpenAI Gym - Q-Learning
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Reinforcement Learning in MATLAB with OpenAI Gym - Environment and first implementation
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Advanced Python - Magic, Dunder methods in Python
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Reinforcement Learning in MATLAB with OpenAI Gym - Introduction
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Advanced Python - Private in Python
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Deep Learning in MATLAB - 9) Final Words
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Deep Learning in MATLAB - 8) Optimizers and Datastore
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Deep Learning in MATLAB - 7) Deep Network Designer
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Deep Learning in MATLAB - 6) Complete Neural Network using DLARRAY
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Deep Learning in MATLAB - 5) DLARRAY and auto differentiation
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Deep Learning in MATLAB - 4) Layers : Convolution, Pooling, etc
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Deep Learning in MATLAB - 3) First Neural Network in MATLAB (Keras styled)
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Cublas-LT Int8 matrix multiplication
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Deep Learning in MATLAB - 2) Data Dimensions
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Deep Learning in MATLAB - 1) hello world
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Mathematica for Physics 3-1 : Quantum Calculations
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Mathematica For Physics 3-3 - FeynCalc Basics
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Mathematica For Physics 4 : Additional Resources
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Mathematica for Physics 3-2 Installing Feyncalc Package
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Mathematica for Physics 2 - General Relativity
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Mathematica for Physics 1-4 : Replacement
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Mathematica for Physics 3-2 Installing Feyncalc Package
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Mathematica for Physics 1-3 : Function
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Mathematica for Physics 1-2 Basic Operations
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Mathematica for Physics 1-1 Introduction to Mathematica
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