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Mandy Rhea & Serena Hill ( Learning Experiment)480p.mp4 303.6 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Statistics and Probability Essentials for Machine Learning

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~Get Your Files Here !/14. Introduction to Linear regression.mp4 216.4 MB
~Get Your Files Here !/11. KDE plot.mp4 198.1 MB
~Get Your Files Here !/13. Correlation and Causation.mp4 193.9 MB
~Get Your Files Here !/7. Probability density function.mp4 177.3 MB
~Get Your Files Here !/12. Covariance.mp4 166.0 MB
~Get Your Files Here !/10. Boxplot.mp4 164.6 MB
~Get Your Files Here !/8. Cumulative Distribution function.mp4 161.3 MB
~Get Your Files Here !/3. Measures of Central Tendencies.mp4 135.3 MB
~Get Your Files Here !/2. Introduction to Inferential Statistics.mp4 111.0 MB
~Get Your Files Here !/5. Introduction to Probability.mp4 96.8 MB
~Get Your Files Here !/4. Measures of Dispersion.mp4 90.9 MB
~Get Your Files Here !/9. Skewness and Kurtosis.mp4 85.8 MB
~Get Your Files Here !/1. Introduction to Statistics.mp4 73.4 MB
~Get Your Files Here !/6. Types of Probability functions.mp4 54.4 MB
~Get Your Files Here !/7.1 Probability and Statistics 7 - Probability Density Function (1).pdf 383.5 kB
~Get Your Files Here !/11.1 Probability and Statistics 11 - Kernel Density Estimation plot (1).pdf 250.8 kB
~Get Your Files Here !/12.1 Probability and Statistics 12 - Covariance (1).pdf 243.4 kB
~Get Your Files Here !/13.1 Probability and Statistics 13 - Correlation and Causation (1).pdf 201.2 kB
~Get Your Files Here !/8.1 Probability and Statistics 8 - Cumulative Distribution Function (1).pdf 172.2 kB
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【影视】 [GigaCourse.Com] Udemy - Machine Learning Natural Language Processing in Python (V2)

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18. Recurrent Neural Networks/9. Parts-of-Speech (POS) Tagging in Tensorflow.mp4 152.1 MB
3. Vector Models and Text Preprocessing/14. TF-IDF (Code).mp4 131.0 MB
16. Feedforward Artificial Neural Networks/13. CBOW in Tensorflow (Advanced).mp4 123.3 MB
22. Effective Learning Strategies for Machine Learning FAQ/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 113.4 MB
9. Spam Detection/6. Spam Detection in Python.mp4 112.8 MB
7. Cipher Decryption (Advanced)/4. Genetic Algorithms.mp4 110.3 MB
3. Vector Models and Text Preprocessing/10. Count Vectorizer (Code).mp4 106.9 MB
6. Article Spinner (Intermediate)/4. Article Spinner in Python (pt 1).mp4 100.6 MB
16. Feedforward Artificial Neural Networks/4. Activation Functions.mp4 93.7 MB
17. Convolutional Neural Networks/6. CNN Architecture.mp4 93.6 MB
11. Text Summarization/8. TextRank in Python (Advanced).mp4 86.3 MB
18. Recurrent Neural Networks/6. GRU and LSTM (pt 1).mp4 86.2 MB
13. Latent Semantic Analysis (Latent Semantic Indexing)/2. SVD (Singular Value Decomposition) Intuition.mp4 85.8 MB
15. The Neuron/4. Text Classification in Tensorflow.mp4 85.6 MB
17. Convolutional Neural Networks/2. What is Convolution.mp4 83.7 MB
3. Vector Models and Text Preprocessing/16. How to Build TF-IDF From Scratch.mp4 83.7 MB
22. Effective Learning Strategies for Machine Learning FAQ/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 83.6 MB
11. Text Summarization/4. Text Summarization in Python.mp4 82.0 MB
6. Article Spinner (Intermediate)/5. Article Spinner in Python (pt 2).mp4 79.0 MB
17. Convolutional Neural Networks/5. Convolution on Color Images.mp4 78.8 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Learn and Implement Machine Learning Projects using Python

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~Get Your Files Here !/2. Python Programming Concepts/1. Python 101 - Basic Python.mp4 490.2 MB
~Get Your Files Here !/8. Data Visualization/1. Data Visualization using Power BI.mp4 415.3 MB
~Get Your Files Here !/3. Learning Database Programming/5. Lecture 12 Running SQL Queries.mp4 336.0 MB
~Get Your Files Here !/9. Additional Content/2. Federated Machine Learning in IoT.mp4 222.8 MB
~Get Your Files Here !/9. Additional Content/1. Learn about Federated Machine Learning.mp4 210.0 MB
~Get Your Files Here !/6. Foundation of Machine Learning/4. Preprocessing of Dataset.mp4 170.2 MB
~Get Your Files Here !/1. Data at the Core/7. Data Analytics v Data Scientist.mp4 167.6 MB
~Get Your Files Here !/1. Data at the Core/6. Business Analysts v Data Analyst.mp4 167.2 MB
~Get Your Files Here !/3. Learning Database Programming/4. SQL 101 - Session 4 - Designing a RDBMS database.mp4 135.2 MB
~Get Your Files Here !/6. Foundation of Machine Learning/2. Machine Learning Models.mp4 126.5 MB
~Get Your Files Here !/1. Data at the Core/4. Artificial intelligence Applications.mp4 120.9 MB
~Get Your Files Here !/7. Regression Algorithm/2. Python example of Simple Linear Regression.mp4 110.3 MB
~Get Your Files Here !/7. Regression Algorithm/1. Regression Introduction.mp4 109.5 MB
~Get Your Files Here !/4. Statistics for Machine Learning/3. Measure of Variability and use of metric.mp4 109.5 MB
~Get Your Files Here !/4. Statistics for Machine Learning/2. Measure of Central Tendency.mp4 106.2 MB
~Get Your Files Here !/6. Foundation of Machine Learning/1. Basic Concepts.mp4 102.3 MB
~Get Your Files Here !/5. Understanding Data Visualization/2. Important Visualization plots and graphs.mp4 98.3 MB
~Get Your Files Here !/7. Regression Algorithm/3. Understanding Regression model evaluation.mp4 80.7 MB
~Get Your Files Here !/4. Statistics for Machine Learning/1. Understanding data.mp4 75.3 MB
~Get Your Files Here !/1. Data at the Core/2. Overview of Machine Learning.mp4 64.7 MB

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【压缩文件】 Chinese Language Learning Pack

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10.Miscellaneous/McGraw-Hill's Chinese Pronunciation Software.iso 672.1 MB
03.Beginners Courses/Integrated Chinese Series/Level 2.rar 470.4 MB
03.Beginners Courses/Integrated Chinese Series/Level 1/Part 1.rar 462.7 MB
04.Intermediate-Advanced Courses/Boya Chinese/Boya Chinese Audio.rar 435.1 MB
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03.Beginners Courses/Практический курс китайского языка Chinese Practical Course/audio.rar 389.9 MB
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10.Miscellaneous/Sing & Learn Chinese/Audio.rar 372.7 MB
03.Beginners Courses/Integrated Chinese Series/Level 1/Part 2.rar 369.0 MB
02.Chinese Writing System/Learning Chinese Characters from Ms Zhang.pdf 347.2 MB
04.Intermediate-Advanced Courses/Listening to Mandarin - Themes.rar 322.4 MB
06.Vocabulary, Expressions, Idioms/Chinese Vocabulary Builders Audio.rar 319.3 MB
04.Intermediate-Advanced Courses/A Course in Chinese Colloquial Idioms/Audio.rar 301.2 MB
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03.Beginners Courses/Начальный курс китайского языка I II III Chinese Beginner's Course I II III/audio.rar 294.4 MB
04.Intermediate-Advanced Courses/Intermediate Chinese Listening and Speaking Audio.rar 282.9 MB
04.Intermediate-Advanced Courses/Colloquial Chinese 2 Audio.rar 272.7 MB
03.Beginners Courses/Listening to Mandarin - Basic Skills.rar 263.6 MB
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【影视】 [ DevCourseWeb.com ] Linkedin - Building Deep Learning Applications with Keras

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~Get Your Files Here !/04 - 3. Getting Started with Keras Models/03 - Data pre-processing for training.mp4 33.4 MB
~Get Your Files Here !/05 - 4. Model Training and Performance Analysis/02 - Model predictions and evaluation.mp4 32.1 MB
~Get Your Files Here !/05 - 4. Model Training and Performance Analysis/03 - Visualize results and save the model.mp4 28.9 MB
~Get Your Files Here !/07 - 6. Tools for Visualization and Assessment/03 - Visualizing computation graphs with TensorBoard.mp4 25.4 MB
~Get Your Files Here !/04 - 3. Getting Started with Keras Models/04 - Building a model using the Sequential API.mp4 22.5 MB
~Get Your Files Here !/07 - 6. Tools for Visualization and Assessment/01 - Exporting logs for Keras to TensorFlow.mp4 19.6 MB
~Get Your Files Here !/07 - 6. Tools for Visualization and Assessment/02 - Monitoring training performance with TensorBoard.mp4 16.8 MB
~Get Your Files Here !/06 - 5. Leveraging Pre-Trained Models in Keras/02 - Image recognition with the ResNet50 model.mp4 15.6 MB
~Get Your Files Here !/03 - 2. Setting up Keras/01 - Keras installation with a TensorFlow backend on Windows.mp4 12.6 MB
~Get Your Files Here !/02 - 1. Understanding Keras/02 - Neuron as we know it.mp4 12.5 MB
~Get Your Files Here !/02 - 1. Understanding Keras/01 - Understanding deep learning and Keras.mp4 11.3 MB
~Get Your Files Here !/01 - Introduction/03 - How to use Codespaces and the exercise files.mp4 9.0 MB
~Get Your Files Here !/02 - 1. Understanding Keras/04 - Distinction between Keras and TensorFlow.mp4 8.4 MB
~Get Your Files Here !/02 - 1. Understanding Keras/03 - Exploring the TensorFlow and Theano backends.mp4 8.4 MB
~Get Your Files Here !/05 - 4. Model Training and Performance Analysis/01 - Training models.mp4 8.0 MB
~Get Your Files Here !/04 - 3. Getting Started with Keras Models/01 - The Train-Test-Evaluate cycle.mp4 6.9 MB
~Get Your Files Here !/06 - 5. Leveraging Pre-Trained Models in Keras/01 - Exploring pre-trained models.mp4 6.7 MB
~Get Your Files Here !/08 - Conclusion/01 - Next steps.mp4 6.2 MB
~Get Your Files Here !/04 - 3. Getting Started with Keras Models/02 - Introduction to the Keras Sequential API.mp4 5.3 MB
~Get Your Files Here !/01 - Introduction/01 - Reshaping the world with deep learning.mp4 4.3 MB

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【影视】 [FreeCourseSite.com] Udemy - Python for Machine Learning The Complete Beginner's Course

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3. Multiple Linear Regression/3. Implementation in python Encoding Categorical Data.mp4 30.3 MB
4. Classification Algorithms K-Nearest Neighbors/7. Implementation in python Splitting data into Train and Test Sets.mp4 20.6 MB
8. Recommender System/6. Sorting by title and rating.mp4 20.3 MB
7. Clustering/6. Implementation in python.mp4 19.9 MB
3. Multiple Linear Regression/6. Implementation in python Predicting the Test Set results.mp4 18.7 MB
5. Classification Algorithms Decision Tree/6. Implementation in python Encoding Categorical Data.mp4 17.8 MB
1. Introduction to Machine Learning/6. Supervised learning vs Unsupervised learning.mp4 15.0 MB
6. Classification Algorithms Logistic regression/7. Implementation in python Results prediction & Confusion matrix.mp4 14.1 MB
3. Multiple Linear Regression/2. Implementation in python Exploring the dataset.mp4 14.0 MB
8. Recommender System/13. Correlation between the most-rated movies.mp4 13.9 MB
2. Simple Linear Regression/6. Implementation in python Creating a linear regression object.mp4 13.9 MB
6. Classification Algorithms Logistic regression/5. Implementation in python Pre-processing.mp4 13.8 MB
7. Clustering/14. 3D Visualization of the predicted values.mp4 13.5 MB
7. Clustering/10. Importing the dataset.mp4 13.4 MB
8. Recommender System/17. Repeating the process for another movie.mp4 13.3 MB
4. Classification Algorithms K-Nearest Neighbors/9. Implementation in python Importing the KNN classifier.mp4 13.1 MB
7. Clustering/11. Visualizing the dataset.mp4 13.0 MB
3. Multiple Linear Regression/8. Root Mean Squared Error in Python.mp4 12.4 MB
8. Recommender System/10. Data pre-processing.mp4 11.3 MB
6. Classification Algorithms Logistic regression/8. Logistic Regression vs Linear Regression.mp4 11.3 MB

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【其他】 Learning to Disagree - The Surprising Path to Navigating Differences with Empathy and Respect [Audiobook]

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Learning to Disagree The Surprising Path.m4b 260.8 MB
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【文档书籍】 machine learning artificial intelligence books collection

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Probabilistic Machine Learning: Advanced Topics [Kevin P. Murphy] - The MIT Press (2023).pdf 152.3 MB
Probabilistic Machine Learning: An Introduction [Kevin P. Murphy] - The MIT Press (2022).pdf 84.2 MB
Michael I. Jordan (Editor) - Learning in Graphical Models (Adaptive Computation and Machine Learning) (1998).pdf 59.6 MB
Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai - Machine Learning from Weak Supervision_ An Empirical Risk Minimization Approach (2022, The MIT Press) - li.pdf 38.9 MB
Stuart J. Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Global Edition (2021, Pearson) - libgen.li.pdf 34.1 MB
Stuart Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Fourth Global Edition [4th Ed] (Instructor Res. n. last of 2, Lectures) (2021, Pearson Education Limited) - libgen.li.7z 32.0 MB
Machine Learning: A Probabilistic Perspective [Kevin P. Murphy] - The MIT Press (2012).pdf 26.9 MB
Gilbert Strang - Linear Algebra and Learning from Data (2019, Wellesley-Cambridge Press).pdf 26.3 MB
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar - Foundations of Machine Learning, Second Edition [2nd Ed] (Instructor Res. n. 2 of 3, Lectures) (2018, The MIT Press) - .7z 25.2 MB
Jonas Peters, Dominik Janzing, Bernhard Schölkopf - Elements of Causal Inference_ Foundations and Learning Algorithms-The MIT Press (2017).pdf 22.0 MB
Albert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer, Francis Bach - Machine Learning for Data Streams_ with Practical Examples in MOA.pdf 21.9 MB
An Introduction to Statistical Learning With Applications in Python [Robert Tibshirani,Jonathan Taylor] First Print July 2023.pdf 20.1 MB
Deep learning [Yoshua Bengio,Aaron Courville, Ian Goodfellow] - The MIT Press (2016) .pdf 19.3 MB
Pattern Recognition and Machine Learning [Christopher Bishop] (2006).pdf 18.1 MB
Freund, Yoav_Schapire, Robert E - Boosting foundations and algorithms-MIT Press (2012).pdf 16.3 MB
Elad Hazan - Introduction to Online Convex Optimization-The MIT Press (2022).epub 15.2 MB
Marc G. Bellemare - Distributional Reinforcement Learning - MIT Press (2023).epub 14.0 MB
Ethem Alpaydin - Introduction to Machine Learning (2020, The MIT Press) - libgen.li.pdf 13.5 MB
[Springer Series in Statistics] Trevor Hastie, Robert Tibshirani, Jerome Friedman - The Elements of Statistical Learning_ Data Mining, Inference, and Prediction. (2013, Springer).pdf 13.3 MB
Stuart Russell, Peter Norvig - Artificial Intelligence_ A Modern Approach, Fourth Global Edition [4th Ed] (Instructor Res. n. 1 of 2, Solution Manual, Solutions)-Pearson Education Limited (2021).7z 13.0 MB

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【影视】 Recommender Systems and Deep Learning in Python

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[TutsNode.net] - Recommender Systems and Deep Learning in Python/10 - Setting Up Your Environment FAQ by Student Request/81 - Anaconda Environment Setup.mp4 334.0 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/10 - Setting Up Your Environment FAQ by Student Request/82 - How to How to install Numpy Theano Tensorflow etc.mp4 200.4 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/3 - Collaborative Filtering/24 - UserUser Collaborative Filtering in Code.mp4 182.8 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/65 - Matrix Factorization in Spark.mp4 181.7 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/5 - Matrix Factorization and Deep Learning/49 - Autoencoders AutoRec Code.mp4 159.1 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/61 - RBM Code pt 3.mp4 147.8 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/90 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 142.4 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/12 - Effective Learning Strategies for Machine Learning FAQ by Student Request/89 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 141.0 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/3 - Collaborative Filtering/23 - Data Preprocessing.mp4 131.3 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/9 - Bayesian Ranking Scary Version/79 - Optional Bayesian Approach part 4 Code.mp4 121.8 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/11 - Extra Help With Python Coding for Beginners FAQ by Student Request/85 - Proof that using Jupyter Notebook is the same as not using it.mp4 113.3 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/6 - Restricted Boltzmann Machines RBMs for Collaborative Filtering/62 - Speeding up the RBM Code.mp4 98.4 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/11 - Extra Help With Python Coding for Beginners FAQ by Student Request/83 - How to Code by Yourself part 1.mp4 97.6 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/66 - Spark Submit.mp4 78.5 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/7 - Big Data Matrix Factorization with Spark Cluster on AWS EC2/67 - Setting up a Spark Cluster on AWS EC2.mp4 77.0 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/5 - Matrix Factorization and Deep Learning/43 - Matrix Factorization in Keras Code.mp4 75.0 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/5 - Matrix Factorization and Deep Learning/38 - Matrix Factorization in Code Vectorized.mp4 74.6 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/5 - Matrix Factorization and Deep Learning/32 - Matrix Factorization First Steps.mp4 70.3 MB
[TutsNode.net] - Recommender Systems and Deep Learning in Python/2 - Simple Recommendation Systems/15 - PageRank part 1.mp4 68.2 MB
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