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Udemy - Building Your Own Neural Network from Scratch with Python 2021

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
8F7603BBC4D6B3BE5A530A598713A5309A929A60
Source
Unverified
Total Size
4.21 GB
Total Files
99
Seeders
0
Leechers
3
Health
Score
3
Type
Bookware

File List

FileSize
5. Neural Networks/3. Training and Optimization.mp4366.19 MB
1. Introduction/1. Welcome.mp43.82 MB
1. Introduction/1. Welcome.srt1.96 KB
1. Introduction/2. General Introduction.mp453.97 MB
1. Introduction/2. General Introduction.srt12.75 KB
1. Introduction/3. About this Course.mp47.25 MB
1. Introduction/3. About this Course.srt2.82 KB
2. Essential Python Programming/1. Python Installation.mp418.15 MB
2. Essential Python Programming/1. Python Installation.srt4.8 KB
2. Essential Python Programming/2. Variables and Basic Operators.mp4134.93 MB
2. Essential Python Programming/2. Variables and Basic Operators.srt30.98 KB
2. Essential Python Programming/3. Conditional Statements.mp489.56 MB
2. Essential Python Programming/3. Conditional Statements.srt19.1 KB
2. Essential Python Programming/4. Loops.mp493.2 MB
2. Essential Python Programming/4. Loops.srt24.85 KB
2. Essential Python Programming/5. Methods.mp488.44 MB
2. Essential Python Programming/5. Methods.srt23.64 KB
2. Essential Python Programming/6. Objects and Classes.mp459.12 MB
2. Essential Python Programming/6. Objects and Classes.srt16.47 KB
2. Essential Python Programming/7. Operator Overloading.mp452.88 MB
2. Essential Python Programming/7. Operator Overloading.srt13.05 KB
2. Essential Python Programming/8. Method Types.mp448.35 MB
2. Essential Python Programming/8. Method Types.srt10.41 KB
2. Essential Python Programming/9. Inheritance.mp457.34 MB
2. Essential Python Programming/9. Inheritance.srt12.12 KB
2. Essential Python Programming/10. Encapsulation.mp411.59 MB
2. Essential Python Programming/10. Encapsulation.srt2.38 KB
2. Essential Python Programming/11. Polymorphism.mp413.4 MB
2. Essential Python Programming/11. Polymorphism.srt2.78 KB
2. Essential Python Programming/12. Decorators.mp490.75 MB
2. Essential Python Programming/12. Decorators.srt19.81 KB
2. Essential Python Programming/13. Generators.mp446.57 MB
2. Essential Python Programming/13. Generators.srt9.92 KB
2. Essential Python Programming/14. Numpy Package.mp4207.96 MB
2. Essential Python Programming/14. Numpy Package.srt55.78 KB
2. Essential Python Programming/15. Introduction to Matplotlib.mp421.53 MB
2. Essential Python Programming/15. Introduction to Matplotlib.srt5.12 KB
3. Introduction to Machine Learning/1. Task - Machine Learning Development Life Cycle.mp480.32 MB
3. Introduction to Machine Learning/1. Task - Machine Learning Development Life Cycle.srt16.14 KB
3. Introduction to Machine Learning/2. Data - Machine Learning Development Life Cycle.mp482.7 MB
3. Introduction to Machine Learning/2. Data - Machine Learning Development Life Cycle.srt18.29 KB
3. Introduction to Machine Learning/3. Model - Machine Learning Development Life Cycle.mp498.58 MB
3. Introduction to Machine Learning/3. Model - Machine Learning Development Life Cycle.srt21.69 KB
3. Introduction to Machine Learning/4. Error Sanctioning - Machine Learning Development Life Cycle.mp4178.96 MB
3. Introduction to Machine Learning/4. Error Sanctioning - Machine Learning Development Life Cycle.srt32.96 KB
3. Introduction to Machine Learning/5. Linear Regression.mp4240.97 MB
3. Introduction to Machine Learning/5. Linear Regression.srt51.04 KB
3. Introduction to Machine Learning/6. Logistic Regression.mp4229.44 MB
3. Introduction to Machine Learning/6. Logistic Regression.srt40 KB
3. Introduction to Machine Learning/7. Linear Regression Practice.mp4130.21 MB
3. Introduction to Machine Learning/7. Linear Regression Practice.srt29.54 KB
3. Introduction to Machine Learning/8. Logistic Regression Practice.mp472.46 MB
3. Introduction to Machine Learning/8. Logistic Regression Practice.srt16.22 KB
3. Introduction to Machine Learning/9. Optimization.mp4126.91 MB
3. Introduction to Machine Learning/9. Optimization.srt24.05 KB
3. Introduction to Machine Learning/10. Performance Measurement.mp4210.21 MB
3. Introduction to Machine Learning/10. Performance Measurement.srt42.17 KB
3. Introduction to Machine Learning/11. Validation and Testing.mp442.57 MB
3. Introduction to Machine Learning/11. Validation and Testing.srt10.07 KB
4. Softmax Regression/1. Data.mp448.62 MB
4. Softmax Regression/1. Data.srt6.26 KB
4. Softmax Regression/2. Modeling.mp436.31 MB
4. Softmax Regression/2. Modeling.srt8.16 KB
4. Softmax Regression/3. Error Sanctioning.mp447.11 MB
4. Softmax Regression/3. Error Sanctioning.srt11.32 KB
4. Softmax Regression/4. Training and Optimization.mp4207.02 MB
4. Softmax Regression/4. Training and Optimization.srt41.07 KB
4. Softmax Regression/5. Performance Measurement.mp462.55 MB
4. Softmax Regression/5. Performance Measurement.srt10.9 KB
5. Neural Networks/1. Modeling.mp4186.3 MB
5. Neural Networks/1. Modeling.srt32.86 KB
5. Neural Networks/2. Error Sanctioning.mp48.46 MB
5. Neural Networks/2. Error Sanctioning.srt2.26 KB
Readme.txt147 B
5. Neural Networks/3. Training and Optimization.srt55.61 KB
5. Neural Networks/4. Training and Optimization Practice.mp4212.58 MB
5. Neural Networks/4. Training and Optimization Practice.srt41.09 KB
5. Neural Networks/5. Performance Measurement.mp422.23 MB
5. Neural Networks/5. Performance Measurement.srt4.39 KB
5. Neural Networks/6. Validation and Testing.mp458.96 MB
5. Neural Networks/6. Validation and Testing.srt10.34 KB
5. Neural Networks/7. Solving Overfitting and Underfitting.mp4164.39 MB
5. Neural Networks/7. Solving Overfitting and Underfitting.srt28.99 KB
5. Neural Networks/8. Shuffling.mp45.79 MB
5. Neural Networks/8. Shuffling.srt1.35 KB
5. Neural Networks/9. Ensembling.mp44.47 MB
5. Neural Networks/9. Ensembling.srt800 B
5. Neural Networks/10. Weight Initialization.mp4103.2 MB
5. Neural Networks/10. Weight Initialization.srt18.65 KB
5. Neural Networks/11. Data Imbalance.mp427.43 MB
5. Neural Networks/11. Data Imbalance.srt6.01 KB
5. Neural Networks/12. Learning rate decay.mp412.43 MB
5. Neural Networks/12. Learning rate decay.srt2.84 KB
5. Neural Networks/13. Normalization.mp4100.83 MB
5. Neural Networks/13. Normalization.srt19.59 KB
5. Neural Networks/14. Hyperparameter tuning.mp414.46 MB
5. Neural Networks/14. Hyperparameter tuning.srt3.6 KB
5. Neural Networks/15. In Class Exercise.mp427.58 MB
5. Neural Networks/15. In Class Exercise.srt4.89 KB

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