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【其他】 [UdemyCourseDownloader] Introduction to Machine Learning & Deep Learning in Python

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17. Convolutional Neural Networks/8. Convolutional neural networks - illustration.vtt 74.0 MB
02. Installations/3. Installing Keras and TensorFlow.vtt 68.5 MB
08. Decision Trees/3. Decision trees introduction - information gain.mp4 49.2 MB
03. Linear Regression/2. Linear regression theory - optimization.mp4 44.3 MB
12. Neural Networks/29. Neural network example II - iris dataset.mp4 37.3 MB
03. Linear Regression/1. Linear regression introduction.mp4 27.7 MB
12. Neural Networks/12. Optimization - cost function.mp4 27.2 MB
06. Naive Bayes Classifier/7. Naive Bayes example - clustering news.mp4 24.5 MB
06. Naive Bayes Classifier/5. Text clustering - basics.mp4 23.2 MB
19. Course Materials (DOWNLOADS)/1.1 PythonMachineLearning.zip.zip 23.0 MB
07. Support Vector Machine (SVM)/5. Support vector machine example II - iris dataset.mp4 22.7 MB
04. Logistic Regression/4. Logistic regression example II- credit scoring.mp4 22.4 MB
14. Computer Vision - Face Detection/2. Viola-Jones algorithm.mp4 22.0 MB
07. Support Vector Machine (SVM)/1. Support vector machine introduction I - linear case.mp4 21.8 MB
12. Neural Networks/17. Gradient calculation I - output layer.mp4 21.3 MB
18. Recurrent Neural Networks/4. Vanishing and exploding gradients problem.mp4 20.6 MB
12. Neural Networks/13. Simplified feedforward network.mp4 20.4 MB
08. Decision Trees/2. Decision trees introduction - entropy.mp4 20.2 MB
12. Neural Networks/2. Axons and neurons in the human brain.mp4 20.2 MB
11. Clustering/6. K-means clustering - text clustering.mp4 19.8 MB

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【影视】 [FreeCourseSite.com] Udemy - Time Series Analysis, Forecasting, and Machine Learning

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10. Deep Learning Recurrent Neural Networks (RNN)/9. LSTMs for Time Series Forecasting in Code.mp4 207.3 MB
5. ARIMA/5. ARIMA in Code.mp4 127.5 MB
16. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
5. ARIMA/15. Auto ARIMA in Code (Stocks).mp4 110.3 MB
5. ARIMA/14. Auto ARIMA in Code.mp4 108.2 MB
9. Deep Learning Convolutional Neural Networks (CNN)/7. CNN Architecture.mp4 101.5 MB
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13. VIP Facebook Prophet/10. (The Dangers of) Prophet for Stock Price Prediction.mp4 95.4 MB
8. Deep Learning Artificial Neural Networks (ANN)/5. Activation Functions.mp4 90.8 MB
7. Machine Learning Methods/9. Machine Learning for Time Series Forecasting in Code (pt 1).mp4 90.4 MB
10. Deep Learning Recurrent Neural Networks (RNN)/7. GRU and LSTM (pt 1).mp4 83.9 MB
16. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.5 MB
9. Deep Learning Convolutional Neural Networks (CNN)/2. What is Convolution.mp4 82.1 MB
9. Deep Learning Convolutional Neural Networks (CNN)/5. Convolution on Color Images.mp4 79.3 MB
8. Deep Learning Artificial Neural Networks (ANN)/8. Feedforward ANN for Time Series Forecasting Code.mp4 74.4 MB
4. Exponential Smoothing and ETS Methods/8. SES Code.mp4 72.9 MB
15. Extra Help With Python Coding for Beginners FAQ/4. Proof that using Jupyter Notebook is the same as not using it.mp4 72.9 MB
7. Machine Learning Methods/2. Supervised Machine Learning Classification and Regression.mp4 72.3 MB
3. Time Series Basics/11. Random Walks and the Random Walk Hypothesis.mp4 71.4 MB
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【影视】 [ DevCourseWeb.com ] Udemy - Python for Machine Learning - The Complete Beginner's Course

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~Get Your Files Here !/3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.mp4 30.3 MB
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~Get Your Files Here !/1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.mp4 15.0 MB
~Get Your Files Here !/6. Classification Algorithms Logistic regression/7. Implementation in python Results prediction & Confusion matrix.mp4 14.1 MB
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~Get Your Files Here !/8. Recommender System/13. Correlation between the most-rated movies.mp4 13.9 MB
~Get Your Files Here !/2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.mp4 13.9 MB
~Get Your Files Here !/6. Classification Algorithms Logistic regression/5. Implementation in python Pre-processing.mp4 13.8 MB
~Get Your Files Here !/7. Clustering/14. 3D Visualization of the predicted values.mp4 13.5 MB
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