372.8 MB | 1min 48s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 - Introduction.mp4 | Size: (12.33 MB)
FileName :2 - Scalars, Vectors, Matrices, and Tensors.mp4 | Size: (9.54 MB)
FileName :3 - Tensor Rank and Shape.mp4 | Size: (15.11 MB)
FileName :5 - Real Life Analogy - The Library.mp4 | Size: (13.85 MB)
FileName :6 - Why Tensors Matter in Deep Learning.mp4 | Size: (5.25 MB)
FileName :8 - Tensor Operations - Addition, Multiplication, Reshaping, Slicing, Broadcasting.mp4 | Size: (3.52 MB)
FileName :9 - Visualizing Tensors in CNNs.mp4 | Size: (11.64 MB)
FileName :11 - Tensors in Transformers.mp4 | Size: (13.78 MB)
FileName :13 - Introduction.mp4 | Size: (7.9 MB)
FileName :14 - The Neuron - The Basic Unit.mp4 | Size: (4.29 MB)
FileName :15 - Layers of Neurons - Matrix Multiplication.mp4 | Size: (3.98 MB)
FileName :17 - Activation Functions - Introducing Non-Linearity.mp4 | Size: (12.6 MB)
FileName :19 - End-to-End Tensor Flow Through a Network.mp4 | Size: (17.72 MB)
FileName :20 - Where Shapes Change.mp4 | Size: (3.74 MB)
FileName :21 - Summary - The Neuron and Layers.mp4 | Size: (6.02 MB)
FileName :23 - Introduction.mp4 | Size: (9.89 MB)
FileName :24 - Step 1 - Turning a Dataset into Tensors.mp4 | Size: (3.98 MB)
FileName :25 - Step 2 - Build the Model Structure.mp4 | Size: (2.15 MB)
FileName :27 - Step 3 - Forward Pass.mp4 | Size: (7.01 MB)
FileName :28 - Step 4 - Loss Function.mp4 | Size: (6.68 MB)
FileName :30 - Step 5 - Backpropagation (Intuitive).mp4 | Size: (2.65 MB)
FileName :31 - Summary - The Entire Network in Action.mp4 | Size: (1.22 MB)
FileName :33 - Introduction.mp4 | Size: (9.58 MB)
FileName :34 - What Is a Tensor (Concept).mp4 | Size: (1.61 MB)
FileName :35 - Tensor Rank vs Tensor Shape.mp4 | Size: (2.84 MB)
FileName :37 - Tensor Rank Examples.mp4 | Size: (6.85 MB)
FileName :38 - Common Tensor Shapes in Deep Learning.mp4 | Size: (3.54 MB)
FileName :39 - Why Batch Dimension Is Always First.mp4 | Size: (2.35 MB)
FileName :41 - Reshaping Tensors - Intuition.mp4 | Size: (2 MB)
FileName :42 - Broadcasting - Automatic Alignment of Shapes.mp4 | Size: (1.97 MB)
FileName :44 - Python Mini-Demo - Checking Rank and Shape.mp4 | Size: (5.07 MB)
FileName :45 - Why Understanding Tensors Matters.mp4 | Size: (1.7 MB)
FileName :46 - Summary.mp4 | Size: (6.09 MB)
FileName :48 - Introduction.mp4 | Size: (6.37 MB)
FileName :49 - What Are Tensor Operations.mp4 | Size: (3.78 MB)
FileName :50 - Tensor Addition (Element-Wise).mp4 | Size: (5.56 MB)
FileName :51 - Tensor Multiplication - Two Types.mp4 | Size: (12.97 MB)
FileName :53 - Broadcasting - Magic That Simplifies Operations.mp4 | Size: (6.36 MB)
FileName :54 - Dot Product - Special Form of Multiplication.mp4 | Size: (2.86 MB)
FileName :55 - Batched Tensor Operations.mp4 | Size: (2 MB)
FileName :57 - How These Operations Form a Neural Network.mp4 | Size: (2.71 MB)
FileName :58 - Python Demos - NumPy, PyTorch, TensorFlow.mp4 | Size: (7.18 MB)
FileName :59 - Why Mastering Tensor Operations Matters.mp4 | Size: (3.47 MB)
FileName :60 - Summary.mp4 | Size: (7.31 MB)
FileName :62 - Introduction.mp4 | Size: (7.38 MB)
FileName :63 - What Does Array Comparison Mean.mp4 | Size: (2.68 MB)
FileName :64 - Boolean Masking - The Core Power.mp4 | Size: (2.77 MB)
FileName :66 - Array Comparison Broadcasting.mp4 | Size: (6.93 MB)
FileName :67 - Common Comparison Operators.mp4 | Size: (1.93 MB)
FileName :69 - Linking NumPy Comparisons to Deep Learning.mp4 | Size: (3.68 MB)
FileName :70 - Python Demo - Basic Comparison & Masking.mp4 | Size: (3.09 MB)
FileName :71 - Broadcasted Comparison Example.mp4 | Size: (5.21 MB)
FileName :72 - Deep Learning Analogy - Attention Masking.mp4 | Size: (6.16 MB)
FileName :73 - Combining NumPy Comparisons for Complex Filters.mp4 | Size: (2.57 MB)
FileName :74 - Summary.mp4 | Size: (6.52 MB)
FileName :76 - Introduction.mp4 | Size: (7.37 MB)
FileName :77 - CPU vs GPU - The Fundamental Difference.mp4 | Size: (2.17 MB)
FileName :78 - Why Tensors Fit Perfectly on GPUs.mp4 | Size: (2.85 MB)
FileName :80 - Parallelism at the Heart of GPU Computing.mp4 | Size: (2.57 MB)
FileName :81 - Why Matrix Multiplication Is GPU-Friendly.mp4 | Size: (4.03 MB)
FileName :82 - Batch Size & GPU Utilization.mp4 | Size: (1.63 MB)
FileName :84 - CPU ↔ GPU Memory Transfer.mp4 | Size: (2.66 MB)
FileName :85 - GPU Operations in PyTorch.mp4 | Size: (4.78 MB)
FileName :86 - GPU Operations in TensorFlow.mp4 | Size: (6.78 MB)
FileName :87 - Why GPU Acceleration Transformed AI.mp4 | Size: (1.92 MB)
FileName :88 - Summary.mp4 | Size: (7.52 MB)]
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