PyTorch Tutorial Series
21 videos • 1,332 views • by Visual Learners with Teddy Tassew
1
Deep Learning Fundamentals with PyTorch Series | Part One | Intro to PyTorch
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2
Deep Learning Fundamentals with PyTorch Series | Part Two | Course Overview & Installation
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3
PyTorch Basics | Part One | Scalars, Arrays, and Matrix
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4
PyTorch Basics | Part Two | Rank, Axes, and Shape
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5
PyTorch Basics | Part Three | Creating PyTorch Tensors
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6
PyTorch Basics | Part Four | Tensor Operations | Reshaping Operations
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7
PyTorch Basics | Part Five | Tensor Operations | Reshaping Continued (Stacking and Flatenning)
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8
PyTorch Basics | Part Six | Tensor Operations | Broadcasting and Elementwise Operations
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9
PyTorch Basics | Part Seven | Tensor Operations | ArgMax and Reduction Operations
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10
PyTorch Basics | Part Eight | Gradients Theory | Computation graph, Autograd, and Back Propagation
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11
PyTorch Basics | Part Nine | Gradients Implementation | Autograd and Back Propagation
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12
PyTorch Basics | Part Ten | Loss Theory
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13
PyTorch Basics | Part Eleven | Loss Implementation
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14
PyTorch Basics | Optimizers Theory | Part One | Gradient Descent
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15
PyTorch Basics | Optimizers Theory | Part Two | Gradient Descent with Momentum, RMSProp, Adam
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16
PyTorch Basics | Break Session | Why learn PyTorch? | Lex Fridman interview with Jeremy Howard
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17
PyTorch Basics | Part Fifteen | Optimizers Implementation
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18
PyTorch Basics | Part Sixteen | Linear Regression
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19
PyTorch Basics | Part Seventeen | Linear Regression Implementation
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20
PyTorch Basics | Part Eighteen | Logistic Regression
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21
PyTorch Basics | Part Nineteen | Logistic Regression Implementation
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