Udemy - Data Science Deep Learning and Neural Networks in Python (12.2023)

Creation Time	Nov. 8, 2025, 1:55 a.m.
Last Access Time	Nov. 8, 2025, 8:18 a.m.
File Size	3.9 GB
Keywords	and 12 Neural Python Science 2023 - Deep Udemy Learning in Data Networks
Total Requests	7
Total Files	358
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11 - Setting Up Your Environment FAQ by Student Request/77 - Anaconda Environment Setup.mp4 278.2 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/88 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 173.1 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/85 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.mp4 163.0 MB
7 - TensorFlow exercises practice and what to learn next/54 - Visualizing what a neural network has learned using TensorFlow Playground.mp4 160.0 MB
4 - Classifying more than 2 things at a time/22 - ECommerce Course Project PreProcessing the Data.mp4 146.5 MB
10 - HigherLevel Discussion/74 - Who should learn backpropagation in 2020 and beyond.mp4 133.9 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/87 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 126.5 MB
7 - TensorFlow exercises practice and what to learn next/53 - TensorFlow plugandplay example.mp4 125.0 MB
5 - Training a neural network/39 - ECommerce Course Project Training Logistic Regression with Softmax.mp4 121.8 MB
6 - Practical Machine Learning/46 - Neural Networks for Regression.mp4 116.5 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/82 - Proof that using Jupyter Notebook is the same as not using it.mp4 113.8 MB
5 - Training a neural network/37 - Backpropagation part 3.mp4 104.5 MB
4 - Classifying more than 2 things at a time/17 - Feedforward in SlowMo part 1.mp4 98.7 MB
4 - Classifying more than 2 things at a time/23 - ECommerce Course Project Making Predictions.mp4 90.8 MB
10 - HigherLevel Discussion/73 - Who should take this course in 2020 and beyond.mp4 89.7 MB
5 - Training a neural network/32 - Training Logistic Regression with Softmax part 1.mp4 87.0 MB
9 - Backpropagation Supplementary Lectures/71 - Backpropagation with Softmax Troubleshooting.mp4 79.2 MB
5 - Training a neural network/36 - Backpropagation in code.mp4 78.6 MB
1 - Welcome/2 - Where to get the code.mp4 75.1 MB
10 - HigherLevel Discussion/75 - Where does this course fit into your deep learning studies.mp4 72.4 MB
5 - Training a neural network/40 - ECommerce Course Project Training a Neural Network.mp4 70.0 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/84 - How to Succeed in this Course Long Version.mp4 64.1 MB
9 - Backpropagation Supplementary Lectures/68 - Why Learn the Ins and Outs of Backpropagation.mp4 59.5 MB
5 - Training a neural network/35 - Backpropagation part 2.mp4 58.2 MB
4 - Classifying more than 2 things at a time/20 - Softmax in Code.mp4 54.6 MB
10 - HigherLevel Discussion/72 - Whats the difference between neural networks and deep learning.mp4 52.6 MB
5 - Training a neural network/30 - How to Brace Yourself to Learn Backpropagation.mp4 51.2 MB
6 - Practical Machine Learning/45 - Donut and XOR Revisited.mp4 44.8 MB
8 - Project Facial Expression Recognition/65 - Facial Expression Recognition in Code ANN Softmax.mp4 41.1 MB
8 - Project Facial Expression Recognition/63 - Facial Expression Recognition in Code Binary Sigmoid.mp4 41.1 MB
4 - Classifying more than 2 things at a time/26 - Suggestion Box.mp4 39.9 MB
5 - Training a neural network/29 - What does it mean to train a neural network.mp4 37.4 MB
8 - Project Facial Expression Recognition/59 - Facial Expression Recognition Project Introduction.mp4 36.7 MB
6 - Practical Machine Learning/48 - Practical Considerations for Choosing Activation Functions.mp4 35.3 MB
6 - Practical Machine Learning/51 - Why Divide by Square Root of D.mp4 34.8 MB
8 - Project Facial Expression Recognition/64 - Facial Expression Recognition in Code Logistic Regression Softmax.mp4 34.2 MB
2 - Review/5 - What does machine learning do.mp4 33.8 MB
9 - Backpropagation Supplementary Lectures/69 - Gradient Descent Tutorial.mp4 32.2 MB
8 - Project Facial Expression Recognition/60 - Facial Expression Recognition Problem Description.mp4 31.6 MB
14 - Appendix FAQ Finale/90 - BONUS.mp4 31.1 MB
6 - Practical Machine Learning/50 - Manually Choosing Learning Rate and Regularization Penalty.mp4 28.2 MB
5 - Training a neural network/34 - Backpropagation part 1.mp4 26.7 MB
8 - Project Facial Expression Recognition/62 - Utilities walkthrough.mp4 26.7 MB
1 - Welcome/1 - Introduction and Outline.mp4 26.5 MB
5 - Training a neural network/31 - Categorical CrossEntropy Loss Function.mp4 26.5 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/83 - Python 2 vs Python 3.mp4 26.0 MB
14 - Appendix FAQ Finale/89 - What is the Appendix.mp4 25.7 MB
2 - Review/6 - Neuron Predictions.mp4 25.7 MB
5 - Training a neural network/33 - Training Logistic Regression with Softmax part 2.mp4 24.2 MB
4 - Classifying more than 2 things at a time/18 - Feedforward in SlowMo part 2.mp4 23.2 MB
4 - Classifying more than 2 things at a time/21 - Building an entire feedforward neural network in Python.mp4 21.9 MB
2 - Review/7 - Neuron Training.mp4 21.4 MB
3 - Preliminaries From Neurons to Neural Networks/11 - Introduction to the ECommerce Course Project.mp4 20.3 MB
5 - Training a neural network/28 - What do all these symbols and letters mean.mp4 18.3 MB
2 - Review/9 - Review Section Summary.mp4 17.8 MB
2 - Review/4 - Review Section Introduction.mp4 17.3 MB
6 - Practical Machine Learning/52 - Practical Issues Section Summary.mp4 15.5 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/79 - How to Uncompress a targz file.mp4 15.2 MB
4 - Classifying more than 2 things at a time/12 - Prediction Section Introduction and Outline.mp4 15.2 MB
11 - Setting Up Your Environment FAQ by Student Request/78 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 14.9 MB
8 - Project Facial Expression Recognition/61 - The class imbalance problem.mp4 14.4 MB
11 - Setting Up Your Environment FAQ by Student Request/76 - PreInstallation Check.mp4 13.1 MB
7 - TensorFlow exercises practice and what to learn next/57 - How to get good at deep learning exercises.mp4 13.1 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/86 - Where does this course fit into your deep learning studies Old Version.mp4 12.5 MB
2 - Review/8 - Deep Learning Readiness Test.mp4 12.4 MB
8 - Project Facial Expression Recognition/66 - Facial Expression Recognition Project Summary.mp4 12.0 MB
5 - Training a neural network/38 - The WRONG Way to Learn Backpropagation.mp4 11.2 MB
4 - Classifying more than 2 things at a time/13 - From Logistic Regression to Neural Networks.mp4 11.1 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/80 - How to Code by Yourself part 1.mp4 10.6 MB
3 - Preliminaries From Neurons to Neural Networks/10 - Neural Networks with No Math.mp4 10.1 MB
7 - TensorFlow exercises practice and what to learn next/56 - You know more than you think you know.mp4 9.8 MB
5 - Training a neural network/41 - Training Quiz.mp4 9.7 MB
6 - Practical Machine Learning/49 - Hyperparameters and CrossValidation.mp4 9.2 MB
1 - Welcome/3 - How to Succeed in this Course.mp4 8.9 MB
4 - Classifying more than 2 things at a time/16 - Sigmoid vs Softmax.mp4 8.0 MB
7 - TensorFlow exercises practice and what to learn next/55 - Where to go from here.mp4 7.9 MB
9 - Backpropagation Supplementary Lectures/70 - Help with Softmax Derivative.mp4 7.5 MB
5 - Training a neural network/27 - Training Section Introduction and Outline.mp4 7.1 MB
9 - Backpropagation Supplementary Lectures/67 - Backpropagation Supplementary Lectures Introduction.mp4 6.9 MB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/81 - How to Code by Yourself part 2.mp4 6.5 MB
7 - TensorFlow exercises practice and what to learn next/58 - Deep neural networks in just 3 lines of code with SciKit Learn.mp4 6.0 MB
5 - Training a neural network/42 - Training Section Summary.mp4 5.8 MB
4 - Classifying more than 2 things at a time/24 - Prediction Quizzes.mp4 5.7 MB
4 - Classifying more than 2 things at a time/14 - Interpreting the Weights of a Neural Network.mp4 5.5 MB
4 - Classifying more than 2 things at a time/25 - Prediction Section Summary.mp4 4.8 MB
4 - Classifying more than 2 things at a time/15 - Softmax.mp4 4.8 MB
4 - Classifying more than 2 things at a time/19 - Where to get the code for this course.mp4 4.7 MB
6 - Practical Machine Learning/43 - Practical Issues Section Introduction and Outline.mp4 4.5 MB
6 - Practical Machine Learning/47 - Common nonlinearities and their derivatives.mp4 2.5 MB
6 - Practical Machine Learning/44 - Donut and XOR Review.mp4 2.3 MB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/85 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced Portuguese.vtt 30.8 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/85 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced Spanish.vtt 30.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/85 - Is this for Beginners or Experts Academic or Practical Fast or slowpaced.vtt 28.7 KB
4 - Classifying more than 2 things at a time/17 - Feedforward in SlowMo part 1.vtt 27.5 KB
4 - Classifying more than 2 things at a time/subtitles/17 - Feedforward in SlowMo part 1 Spanish.vtt 27.2 KB
4 - Classifying more than 2 things at a time/subtitles/17 - Feedforward in SlowMo part 1 Portuguese.vtt 26.8 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/53 - TensorFlow plugandplay example Spanish.vtt 25.7 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/53 - TensorFlow plugandplay example Portuguese.vtt 25.4 KB
4 - Classifying more than 2 things at a time/subtitles/22 - ECommerce Course Project PreProcessing the Data Spanish.vtt 24.0 KB
7 - TensorFlow exercises practice and what to learn next/53 - TensorFlow plugandplay example.vtt 24.0 KB
4 - Classifying more than 2 things at a time/subtitles/22 - ECommerce Course Project PreProcessing the Data Portuguese.vtt 24.0 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/88 - Machine Learning and AI Prerequisite Roadmap pt 2 Spanish.vtt 23.0 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/88 - Machine Learning and AI Prerequisite Roadmap pt 2 Portuguese.vtt 22.9 KB
5 - Training a neural network/subtitles/40 - ECommerce Course Project Training a Neural Network Portuguese.vtt 22.7 KB
4 - Classifying more than 2 things at a time/22 - ECommerce Course Project PreProcessing the Data.vtt 22.6 KB
5 - Training a neural network/subtitles/40 - ECommerce Course Project Training a Neural Network Spanish.vtt 22.6 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/80 - How to Code by Yourself part 1 Portuguese.vtt 22.0 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/80 - How to Code by Yourself part 1 Spanish.vtt 21.9 KB
5 - Training a neural network/40 - ECommerce Course Project Training a Neural Network.vtt 21.3 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/88 - Machine Learning and AI Prerequisite Roadmap pt 2.vtt 20.9 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/80 - How to Code by Yourself part 1.vtt 20.4 KB
11 - Setting Up Your Environment FAQ by Student Request/subtitles/77 - Anaconda Environment Setup Spanish.vtt 19.5 KB
5 - Training a neural network/subtitles/39 - ECommerce Course Project Training Logistic Regression with Softmax Portuguese.vtt 19.4 KB
5 - Training a neural network/subtitles/39 - ECommerce Course Project Training Logistic Regression with Softmax Spanish.vtt 19.3 KB
11 - Setting Up Your Environment FAQ by Student Request/subtitles/77 - Anaconda Environment Setup Portuguese.vtt 19.3 KB
5 - Training a neural network/subtitles/37 - Backpropagation part 3 Spanish.vtt 19.1 KB
5 - Training a neural network/subtitles/37 - Backpropagation part 3 Portuguese.vtt 18.8 KB
5 - Training a neural network/39 - ECommerce Course Project Training Logistic Regression with Softmax.vtt 18.1 KB
11 - Setting Up Your Environment FAQ by Student Request/77 - Anaconda Environment Setup.vtt 18.0 KB
5 - Training a neural network/37 - Backpropagation part 3.vtt 17.9 KB
10 - HigherLevel Discussion/subtitles/74 - Who should learn backpropagation in 2020 and beyond Spanish.vtt 17.4 KB
5 - Training a neural network/subtitles/32 - Training Logistic Regression with Softmax part 1 Spanish.vtt 17.3 KB
10 - HigherLevel Discussion/subtitles/74 - Who should learn backpropagation in 2020 and beyond Portuguese.vtt 17.2 KB
5 - Training a neural network/subtitles/32 - Training Logistic Regression with Softmax part 1 Portuguese.vtt 17.0 KB
1 - Welcome/subtitles/2 - Where to get the code Portuguese.vtt 16.7 KB
5 - Training a neural network/32 - Training Logistic Regression with Softmax part 1.vtt 16.3 KB
8 - Project Facial Expression Recognition/60 - Facial Expression Recognition Problem Description.vtt 16.3 KB
10 - HigherLevel Discussion/74 - Who should learn backpropagation in 2020 and beyond.vtt 16.2 KB
1 - Welcome/subtitles/2 - Where to get the code Spanish.vtt 16.2 KB
8 - Project Facial Expression Recognition/subtitles/60 - Facial Expression Recognition Problem Description Spanish.vtt 16.2 KB
8 - Project Facial Expression Recognition/subtitles/60 - Facial Expression Recognition Problem Description Portuguese.vtt 16.1 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/87 - Machine Learning and AI Prerequisite Roadmap pt 1 Spanish.vtt 15.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/87 - Machine Learning and AI Prerequisite Roadmap pt 1 Portuguese.vtt 15.6 KB
9 - Backpropagation Supplementary Lectures/71 - Backpropagation with Softmax Troubleshooting.vtt 15.5 KB
4 - Classifying more than 2 things at a time/subtitles/23 - ECommerce Course Project Making Predictions Portuguese.vtt 15.5 KB
4 - Classifying more than 2 things at a time/subtitles/23 - ECommerce Course Project Making Predictions Spanish.vtt 15.5 KB
1 - Welcome/2 - Where to get the code.vtt 15.3 KB
9 - Backpropagation Supplementary Lectures/subtitles/71 - Backpropagation with Softmax Troubleshooting Spanish.vtt 15.2 KB
9 - Backpropagation Supplementary Lectures/subtitles/71 - Backpropagation with Softmax Troubleshooting Portuguese.vtt 15.1 KB
4 - Classifying more than 2 things at a time/18 - Feedforward in SlowMo part 2.vtt 14.8 KB
4 - Classifying more than 2 things at a time/subtitles/18 - Feedforward in SlowMo part 2 Spanish.vtt 14.8 KB
10 - HigherLevel Discussion/subtitles/75 - Where does this course fit into your deep learning studies Portuguese.vtt 14.7 KB
10 - HigherLevel Discussion/subtitles/75 - Where does this course fit into your deep learning studies Spanish.vtt 14.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/87 - Machine Learning and AI Prerequisite Roadmap pt 1.vtt 14.5 KB
11 - Setting Up Your Environment FAQ by Student Request/78 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.vtt 14.5 KB
4 - Classifying more than 2 things at a time/subtitles/18 - Feedforward in SlowMo part 2 Portuguese.vtt 14.4 KB
4 - Classifying more than 2 things at a time/23 - ECommerce Course Project Making Predictions.vtt 14.4 KB
11 - Setting Up Your Environment FAQ by Student Request/subtitles/78 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow Portuguese.vtt 14.3 KB
11 - Setting Up Your Environment FAQ by Student Request/subtitles/78 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow Spanish.vtt 14.2 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/84 - How to Succeed in this Course Long Version Portuguese.vtt 14.1 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/84 - How to Succeed in this Course Long Version Spanish.vtt 13.9 KB
5 - Training a neural network/28 - What do all these symbols and letters mean.vtt 13.9 KB
5 - Training a neural network/subtitles/28 - What do all these symbols and letters mean Spanish.vtt 13.9 KB
3 - Preliminaries From Neurons to Neural Networks/subtitles/11 - Introduction to the ECommerce Course Project Spanish.vtt 13.9 KB
10 - HigherLevel Discussion/75 - Where does this course fit into your deep learning studies.vtt 13.7 KB
5 - Training a neural network/subtitles/28 - What do all these symbols and letters mean Portuguese.vtt 13.7 KB
5 - Training a neural network/36 - Backpropagation in code.vtt 13.7 KB
3 - Preliminaries From Neurons to Neural Networks/subtitles/11 - Introduction to the ECommerce Course Project Portuguese.vtt 13.7 KB
3 - Preliminaries From Neurons to Neural Networks/11 - Introduction to the ECommerce Course Project.vtt 13.6 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/82 - Proof that using Jupyter Notebook is the same as not using it Portuguese.vtt 13.6 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/82 - Proof that using Jupyter Notebook is the same as not using it Spanish.vtt 13.6 KB
10 - HigherLevel Discussion/subtitles/73 - Who should take this course in 2020 and beyond Spanish.vtt 13.4 KB
5 - Training a neural network/subtitles/36 - Backpropagation in code Spanish.vtt 13.3 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/84 - How to Succeed in this Course Long Version.vtt 13.3 KB
10 - HigherLevel Discussion/subtitles/73 - Who should take this course in 2020 and beyond Portuguese.vtt 13.3 KB
5 - Training a neural network/subtitles/31 - Categorical CrossEntropy Loss Function Spanish.vtt 13.3 KB
5 - Training a neural network/subtitles/36 - Backpropagation in code Portuguese.vtt 12.9 KB
6 - Practical Machine Learning/subtitles/46 - Neural Networks for Regression Spanish.vtt 12.9 KB
5 - Training a neural network/subtitles/31 - Categorical CrossEntropy Loss Function Portuguese.vtt 12.9 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/81 - How to Code by Yourself part 2 Portuguese.vtt 12.8 KB
6 - Practical Machine Learning/subtitles/46 - Neural Networks for Regression Portuguese.vtt 12.7 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/81 - How to Code by Yourself part 2 Spanish.vtt 12.7 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/82 - Proof that using Jupyter Notebook is the same as not using it.vtt 12.7 KB
5 - Training a neural network/subtitles/35 - Backpropagation part 2 Spanish.vtt 12.6 KB
10 - HigherLevel Discussion/73 - Who should take this course in 2020 and beyond.vtt 12.5 KB
5 - Training a neural network/subtitles/35 - Backpropagation part 2 Portuguese.vtt 12.3 KB
5 - Training a neural network/31 - Categorical CrossEntropy Loss Function.vtt 12.3 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/81 - How to Code by Yourself part 2.vtt 12.0 KB
6 - Practical Machine Learning/46 - Neural Networks for Regression.vtt 12.0 KB
7 - TensorFlow exercises practice and what to learn next/58 - Deep neural networks in just 3 lines of code with SciKit Learn.vtt 12.0 KB
9 - Backpropagation Supplementary Lectures/subtitles/68 - Why Learn the Ins and Outs of Backpropagation Portuguese.vtt 11.9 KB
9 - Backpropagation Supplementary Lectures/subtitles/68 - Why Learn the Ins and Outs of Backpropagation Spanish.vtt 11.9 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/58 - Deep neural networks in just 3 lines of code with SciKit Learn Spanish.vtt 11.9 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/58 - Deep neural networks in just 3 lines of code with SciKit Learn Portuguese.vtt 11.8 KB
5 - Training a neural network/35 - Backpropagation part 2.vtt 11.7 KB
2 - Review/subtitles/7 - Neuron Training Spanish.vtt 11.2 KB
9 - Backpropagation Supplementary Lectures/68 - Why Learn the Ins and Outs of Backpropagation.vtt 11.1 KB
2 - Review/subtitles/7 - Neuron Training Portuguese.vtt 10.9 KB
6 - Practical Machine Learning/subtitles/48 - Practical Considerations for Choosing Activation Functions Spanish.vtt 10.5 KB
6 - Practical Machine Learning/subtitles/48 - Practical Considerations for Choosing Activation Functions Portuguese.vtt 10.4 KB
2 - Review/7 - Neuron Training.vtt 10.2 KB
10 - HigherLevel Discussion/subtitles/72 - Whats the difference between neural networks and deep learning Spanish.vtt 10.2 KB
4 - Classifying more than 2 things at a time/subtitles/14 - Interpreting the Weights of a Neural Network Spanish.vtt 10.2 KB
10 - HigherLevel Discussion/subtitles/72 - Whats the difference between neural networks and deep learning Portuguese.vtt 10.0 KB
4 - Classifying more than 2 things at a time/subtitles/14 - Interpreting the Weights of a Neural Network Portuguese.vtt 9.9 KB
5 - Training a neural network/subtitles/30 - How to Brace Yourself to Learn Backpropagation Portuguese.vtt 9.8 KB
6 - Practical Machine Learning/48 - Practical Considerations for Choosing Activation Functions.vtt 9.7 KB
7 - TensorFlow exercises practice and what to learn next/54 - Visualizing what a neural network has learned using TensorFlow Playground.vtt 9.7 KB
5 - Training a neural network/subtitles/30 - How to Brace Yourself to Learn Backpropagation Spanish.vtt 9.6 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/54 - Visualizing what a neural network has learned using TensorFlow Playground Spanish.vtt 9.6 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/54 - Visualizing what a neural network has learned using TensorFlow Playground Portuguese.vtt 9.5 KB
5 - Training a neural network/30 - How to Brace Yourself to Learn Backpropagation.vtt 9.3 KB
4 - Classifying more than 2 things at a time/14 - Interpreting the Weights of a Neural Network.vtt 9.3 KB
10 - HigherLevel Discussion/72 - Whats the difference between neural networks and deep learning.vtt 9.2 KB
8 - Project Facial Expression Recognition/63 - Facial Expression Recognition in Code Binary Sigmoid.vtt 9.1 KB
6 - Practical Machine Learning/52 - Practical Issues Section Summary.vtt 9.1 KB
6 - Practical Machine Learning/subtitles/52 - Practical Issues Section Summary Spanish.vtt 9.0 KB
1 - Welcome/subtitles/1 - Introduction and Outline Spanish.vtt 9.0 KB
6 - Practical Machine Learning/subtitles/52 - Practical Issues Section Summary Portuguese.vtt 8.9 KB
8 - Project Facial Expression Recognition/subtitles/63 - Facial Expression Recognition in Code Binary Sigmoid Spanish.vtt 8.9 KB
8 - Project Facial Expression Recognition/65 - Facial Expression Recognition in Code ANN Softmax.vtt 8.9 KB
1 - Welcome/subtitles/1 - Introduction and Outline Portuguese.vtt 8.8 KB
8 - Project Facial Expression Recognition/subtitles/63 - Facial Expression Recognition in Code Binary Sigmoid Portuguese.vtt 8.8 KB
5 - Training a neural network/subtitles/29 - What does it mean to train a neural network Spanish.vtt 8.8 KB
8 - Project Facial Expression Recognition/subtitles/65 - Facial Expression Recognition in Code ANN Softmax Spanish.vtt 8.6 KB
5 - Training a neural network/subtitles/29 - What does it mean to train a neural network Portuguese.vtt 8.6 KB
6 - Practical Machine Learning/subtitles/51 - Why Divide by Square Root of D Spanish.vtt 8.5 KB
8 - Project Facial Expression Recognition/subtitles/65 - Facial Expression Recognition in Code ANN Softmax Portuguese.vtt 8.4 KB
6 - Practical Machine Learning/subtitles/51 - Why Divide by Square Root of D Portuguese.vtt 8.4 KB
1 - Welcome/1 - Introduction and Outline.vtt 8.3 KB
5 - Training a neural network/29 - What does it mean to train a neural network.vtt 8.1 KB
4 - Classifying more than 2 things at a time/subtitles/12 - Prediction Section Introduction and Outline Spanish.vtt 8.1 KB
4 - Classifying more than 2 things at a time/subtitles/12 - Prediction Section Introduction and Outline Portuguese.vtt 8.0 KB
4 - Classifying more than 2 things at a time/12 - Prediction Section Introduction and Outline.vtt 8.0 KB
6 - Practical Machine Learning/51 - Why Divide by Square Root of D.vtt 7.8 KB
8 - Project Facial Expression Recognition/subtitles/61 - The class imbalance problem Spanish.vtt 7.8 KB
2 - Review/8 - Deep Learning Readiness Test.vtt 7.8 KB
7 - TensorFlow exercises practice and what to learn next/57 - How to get good at deep learning exercises.vtt 7.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/86 - Where does this course fit into your deep learning studies Old Version Portuguese.vtt 7.7 KB
2 - Review/subtitles/8 - Deep Learning Readiness Test Spanish.vtt 7.7 KB
8 - Project Facial Expression Recognition/61 - The class imbalance problem.vtt 7.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/86 - Where does this course fit into your deep learning studies Old Version.vtt 7.7 KB
2 - Review/subtitles/8 - Deep Learning Readiness Test Portuguese.vtt 7.7 KB
13 - Effective Learning Strategies for Machine Learning FAQ by Student Request/subtitles/86 - Where does this course fit into your deep learning studies Old Version Spanish.vtt 7.7 KB
8 - Project Facial Expression Recognition/subtitles/61 - The class imbalance problem Portuguese.vtt 7.6 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/57 - How to get good at deep learning exercises Portuguese.vtt 7.5 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/57 - How to get good at deep learning exercises Spanish.vtt 7.4 KB
2 - Review/subtitles/5 - What does machine learning do Spanish.vtt 7.4 KB
4 - Classifying more than 2 things at a time/13 - From Logistic Regression to Neural Networks.vtt 7.1 KB
2 - Review/subtitles/5 - What does machine learning do Portuguese.vtt 7.1 KB
7 - TensorFlow exercises practice and what to learn next/56 - You know more than you think you know.vtt 7.1 KB
8 - Project Facial Expression Recognition/64 - Facial Expression Recognition in Code Logistic Regression Softmax.vtt 7.1 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/56 - You know more than you think you know Spanish.vtt 7.1 KB
7 - TensorFlow exercises practice and what to learn next/subtitles/56 - You know more than you think you know Portuguese.vtt 7.0 KB
8 - Project Facial Expression Recognition/subtitles/64 - Facial Expression Recognition in Code Logistic Regression Softmax Spanish.vtt 7.0 KB
4 - Classifying more than 2 things at a time/subtitles/13 - From Logistic Regression to Neural Networks Spanish.vtt 6.9 KB
4 - Classifying more than 2 things at a time/subtitles/13 - From Logistic Regression to Neural Networks Portuguese.vtt 6.8 KB
5 - Training a neural network/41 - Training Quiz.vtt 6.8 KB
2 - Review/5 - What does machine learning do.vtt 6.8 KB
5 - Training a neural network/subtitles/41 - Training Quiz Spanish.vtt 6.8 KB
3 - Preliminaries From Neurons to Neural Networks/subtitles/10 - Neural Networks with No Math Portuguese.vtt 6.7 KB
8 - Project Facial Expression Recognition/subtitles/64 - Facial Expression Recognition in Code Logistic Regression Softmax Portuguese.vtt 6.7 KB
3 - Preliminaries From Neurons to Neural Networks/10 - Neural Networks with No Math.vtt 6.7 KB
3 - Preliminaries From Neurons to Neural Networks/subtitles/10 - Neural Networks with No Math Spanish.vtt 6.7 KB
5 - Training a neural network/subtitles/41 - Training Quiz Portuguese.vtt 6.6 KB
6 - Practical Machine Learning/49 - Hyperparameters and CrossValidation.vtt 6.5 KB
8 - Project Facial Expression Recognition/subtitles/59 - Facial Expression Recognition Project Introduction Spanish.vtt 6.4 KB
6 - Practical Machine Learning/subtitles/49 - Hyperparameters and CrossValidation Spanish.vtt 6.4 KB
5 - Training a neural network/subtitles/33 - Training Logistic Regression with Softmax part 2 Spanish.vtt 6.4 KB
6 - Practical Machine Learning/subtitles/49 - Hyperparameters and CrossValidation Portuguese.vtt 6.3 KB
8 - Project Facial Expression Recognition/subtitles/59 - Facial Expression Recognition Project Introduction Portuguese.vtt 6.3 KB
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5 - Training a neural network/subtitles/34 - Backpropagation part 1 Spanish.vtt 6.2 KB
11 - Setting Up Your Environment FAQ by Student Request/subtitles/76 - PreInstallation Check Portuguese.vtt 6.2 KB
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6 - Practical Machine Learning/subtitles/50 - Manually Choosing Learning Rate and Regularization Penalty Spanish.vtt 5.7 KB
2 - Review/subtitles/6 - Neuron Predictions Spanish.vtt 5.7 KB
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8 - Project Facial Expression Recognition/62 - Utilities walkthrough.vtt 5.6 KB
2 - Review/subtitles/6 - Neuron Predictions Portuguese.vtt 5.6 KB
5 - Training a neural network/38 - The WRONG Way to Learn Backpropagation.vtt 5.5 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/83 - Python 2 vs Python 3.vtt 5.5 KB
5 - Training a neural network/subtitles/38 - The WRONG Way to Learn Backpropagation Spanish.vtt 5.5 KB
8 - Project Facial Expression Recognition/subtitles/62 - Utilities walkthrough Portuguese.vtt 5.5 KB
5 - Training a neural network/subtitles/38 - The WRONG Way to Learn Backpropagation Portuguese.vtt 5.4 KB
9 - Backpropagation Supplementary Lectures/subtitles/69 - Gradient Descent Tutorial Spanish.vtt 5.4 KB
9 - Backpropagation Supplementary Lectures/subtitles/69 - Gradient Descent Tutorial Portuguese.vtt 5.4 KB
2 - Review/6 - Neuron Predictions.vtt 5.4 KB
4 - Classifying more than 2 things at a time/21 - Building an entire feedforward neural network in Python.vtt 5.3 KB
6 - Practical Machine Learning/50 - Manually Choosing Learning Rate and Regularization Penalty.vtt 5.2 KB
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9 - Backpropagation Supplementary Lectures/70 - Help with Softmax Derivative.vtt 5.1 KB
2 - Review/subtitles/9 - Review Section Summary Spanish.vtt 5.1 KB
4 - Classifying more than 2 things at a time/subtitles/21 - Building an entire feedforward neural network in Python Spanish.vtt 5.0 KB
4 - Classifying more than 2 things at a time/subtitles/21 - Building an entire feedforward neural network in Python Portuguese.vtt 5.0 KB
9 - Backpropagation Supplementary Lectures/69 - Gradient Descent Tutorial.vtt 5.0 KB
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2 - Review/9 - Review Section Summary.vtt 4.8 KB
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4 - Classifying more than 2 things at a time/subtitles/26 - Suggestion Box Portuguese.vtt 4.6 KB
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1 - Welcome/subtitles/3 - How to Succeed in this Course Spanish.vtt 4.3 KB
4 - Classifying more than 2 things at a time/24 - Prediction Quizzes.vtt 4.3 KB
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4 - Classifying more than 2 things at a time/26 - Suggestion Box.vtt 4.3 KB
4 - Classifying more than 2 things at a time/subtitles/24 - Prediction Quizzes Spanish.vtt 4.2 KB
5 - Training a neural network/subtitles/27 - Training Section Introduction and Outline Spanish.vtt 4.1 KB
4 - Classifying more than 2 things at a time/subtitles/24 - Prediction Quizzes Portuguese.vtt 4.1 KB
5 - Training a neural network/27 - Training Section Introduction and Outline.vtt 4.1 KB
5 - Training a neural network/subtitles/27 - Training Section Introduction and Outline Portuguese.vtt 4.1 KB
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4 - Classifying more than 2 things at a time/15 - Softmax.vtt 4.0 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/79 - How to Uncompress a targz file Portuguese.vtt 4.0 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/subtitles/79 - How to Uncompress a targz file Spanish.vtt 4.0 KB
5 - Training a neural network/subtitles/42 - Training Section Summary Spanish.vtt 3.9 KB
4 - Classifying more than 2 things at a time/subtitles/15 - Softmax Portuguese.vtt 3.9 KB
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4 - Classifying more than 2 things at a time/20 - Softmax in Code.vtt 3.8 KB
12 - Extra Help With Python Coding for Beginners FAQ by Student Request/79 - How to Uncompress a targz file.vtt 3.8 KB
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4 - Classifying more than 2 things at a time/subtitles/20 - Softmax in Code Spanish.vtt 3.7 KB
14 - Appendix FAQ Finale/subtitles/89 - What is the Appendix Spanish.vtt 3.6 KB
14 - Appendix FAQ Finale/subtitles/89 - What is the Appendix Portuguese.vtt 3.5 KB
14 - Appendix FAQ Finale/89 - What is the Appendix.vtt 3.4 KB
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2 - Review/subtitles/4 - Review Section Introduction Spanish.vtt 2.7 KB
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4 - Classifying more than 2 things at a time/25 - Prediction Section Summary.vtt 2.7 KB
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2 - Review/4 - Review Section Introduction.vtt 2.5 KB
6 - Practical Machine Learning/43 - Practical Issues Section Introduction and Outline.vtt 2.4 KB
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6 - Practical Machine Learning/subtitles/43 - Practical Issues Section Introduction and Outline Spanish.vtt 2.3 KB
4 - Classifying more than 2 things at a time/19 - Where to get the code for this course.vtt 2.1 KB
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4 - Classifying more than 2 things at a time/subtitles/19 - Where to get the code for this course Portuguese.vtt 2.0 KB
6 - Practical Machine Learning/47 - Common nonlinearities and their derivatives.vtt 1.9 KB
4 - Classifying more than 2 things at a time/16 - Sigmoid vs Softmax.vtt 1.9 KB
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4 - Classifying more than 2 things at a time/subtitles/16 - Sigmoid vs Softmax Portuguese.vtt 1.8 KB
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6 - Practical Machine Learning/subtitles/47 - Common nonlinearities and their derivatives Spanish.vtt 1.7 KB
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8 - Project Facial Expression Recognition/subtitles/66 - Facial Expression Recognition Project Summary Portuguese.vtt 1.6 KB
6 - Practical Machine Learning/44 - Donut and XOR Review.vtt 1.6 KB
8 - Project Facial Expression Recognition/66 - Facial Expression Recognition Project Summary.vtt 1.5 KB
6 - Practical Machine Learning/subtitles/44 - Donut and XOR Review Spanish.vtt 1.5 KB
9 - Backpropagation Supplementary Lectures/subtitles/67 - Backpropagation Supplementary Lectures Introduction Spanish.vtt 1.5 KB
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9 - Backpropagation Supplementary Lectures/subtitles/67 - Backpropagation Supplementary Lectures Introduction Portuguese.vtt 1.5 KB
9 - Backpropagation Supplementary Lectures/67 - Backpropagation Supplementary Lectures Introduction.vtt 1.3 KB
1 - Welcome/2 - Github Link.txt 81 bytes

Udemy - Data Science Deep Learning and Neural Networks in Python (12.2023)

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