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6 - Support Vector Machines/58 - Kernels Intuition.mp4 80.8 MB
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1 - Introduction/1 - Introduction.mp4 73.3 MB
5 - Decision Trees and Random Forests/41 - Decision Trees Pros and Cons.mp4 72.5 MB
3 - Naïve Bayes/10 - The HamorSpam Example.mp4 70.1 MB
3 - Naïve Bayes/9 - Bayes Theorem.mp4 69.1 MB
6 - Support Vector Machines/55 - Introduction to Support Vector Machines.mp4 65.4 MB
5 - Decision Trees and Random Forests/52 - Census Data and Income Preprocessing.mp4 62.5 MB
6 - Support Vector Machines/56 - Linearly separable classes hard margin problem.mp4 62.0 MB
4 - KNearest Neighbors/37 - Pros and Cons.mp4 57.9 MB
5 - Decision Trees and Random Forests/45 - Decision Tree Metrics Intuition Gini Inpurity.mp4 55.8 MB
7 - Ridge and Lasso Regression/78 - Performing Linear Regression.mp4 55.5 MB
5 - Decision Trees and Random Forests/51 - Random Forest in Code Glass Dataset.mp4 55.4 MB
4 - KNearest Neighbors/26 - Random Dataset Classification.mp4 53.1 MB
6 - Support Vector Machines/57 - Nonlinearly separable classes soft margin problem.mp4 52.3 MB
5 - Decision Trees and Random Forests/40 - Decision Trees in Machine Learning.mp4 49.6 MB
4 - KNearest Neighbors/34 - KNN vs Linear Regression A Linear Problem.mp4 49.0 MB
7 - Ridge and Lasso Regression/72 - Ridge Regression Mechanics.mp4 48.9 MB
4 - KNearest Neighbors/28 - Random Dataset Decision Regions.mp4 48.2 MB
7 - Ridge and Lasso Regression/76 - The Hitters Dataset Preprocessing and Preparation.mp4 48.2 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Self-Supervised Learning [Includes SimCLR + Python Coding]

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~Get Your Files Here !/4. Self-Supervised Learning/7. SimCLR, An UnSupervised Contrastive Pretext Model.mp4 400.0 MB
~Get Your Files Here !/4. Self-Supervised Learning/3. Supervised Contrastive Pretext, Experiment 1.mp4 308.7 MB
~Get Your Files Here !/4. Self-Supervised Learning/1. Self-Supervised Learning.mp4 296.1 MB
~Get Your Files Here !/2. Supervised Models/1. Supervised Learning.mp4 274.7 MB
~Get Your Files Here !/4. Self-Supervised Learning/8. SimCLR Experiment.mp4 262.8 MB
~Get Your Files Here !/4. Self-Supervised Learning/5. Supervised Contrastive Pretext, Experiment 2.mp4 207.0 MB
~Get Your Files Here !/2. Supervised Models/3. Transfer Learning & Fine-Tuning.mp4 197.9 MB
~Get Your Files Here !/3. Labeling Task/1. Labeling Challenges.mp4 127.2 MB
~Get Your Files Here !/1. Introduction/3. Python Notebooks.mp4 74.8 MB
~Get Your Files Here !/1. Introduction/1. An Introduction to the Course.mp4 57.0 MB
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~Get Your Files Here !/2. Supervised Models/3. Transfer Learning & Fine-Tuning.srt 27.3 kB
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【影视】 [Tutorialsplanet.NET] Udemy - Data Science Supervised Machine Learning in Python

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9. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.mp4 195.4 MB
3. Naive Bayes and Bayes Classifiers/1. Bayes Classifier Intuition (Continuous).mp4 84.1 MB
10. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
3. Naive Bayes and Bayes Classifiers/2. Bayes Classifier Intuition (Discrete).mp4 52.5 MB
9. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, and Sci-Kit Learn.mp4 46.1 MB
11. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.9 MB
12. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 39.7 MB
11. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).mp4 39.4 MB
2. K-Nearest Neighbor/7. Effect of K.mp4 37.6 MB
4. Decision Trees/6. Decision Tree in Code.mp4 31.8 MB
11. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).mp4 30.8 MB
10. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4 25.7 MB
4. Decision Trees/1. Decision Tree Intuition.mp4 21.4 MB
2. K-Nearest Neighbor/3. KNN in Code with MNIST.mp4 18.8 MB
2. K-Nearest Neighbor/1. K-Nearest Neighbor Intuition.mp4 18.4 MB
2. K-Nearest Neighbor/8. KNN Exercise.mp4 17.7 MB
2. K-Nearest Neighbor/9. Suggestion Box.mp4 16.9 MB
6. Practical Machine Learning/5. Sci-Kit Learn.mp4 16.6 MB
3. Naive Bayes and Bayes Classifiers/3. Naive Bayes.mp4 16.5 MB
10. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4 15.5 MB

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【影视】 Supervised Learning Essential Training

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[TutsNode.com] - Supervised Learning Essential Training/01 Supervised machine learning and the technology boom.mp4 23.9 MB
[TutsNode.com] - Supervised Learning Essential Training/22 Building your own KNN.mp4 20.7 MB
[TutsNode.com] - Supervised Learning Essential Training/09 Checking your dataset for assumptions.mp4 18.9 MB
[TutsNode.com] - Supervised Learning Essential Training/17 Analyzing decision tree performance.mp4 17.3 MB
[TutsNode.com] - Supervised Learning Essential Training/08 Steps to prepare data for modeling.mp4 12.8 MB
[TutsNode.com] - Supervised Learning Essential Training/31 How can I keep developing my skills in supervised learning.mp4 12.3 MB
[TutsNode.com] - Supervised Learning Essential Training/23 Deciphering KNN model metrics.mp4 11.7 MB
[TutsNode.com] - Supervised Learning Essential Training/14 Splitting data and limiting decision tree depth.mp4 11.2 MB
[TutsNode.com] - Supervised Learning Essential Training/11 Creating a logistic regression model.mp4 10.9 MB
[TutsNode.com] - Supervised Learning Essential Training/24 Searching for the best model.mp4 9.7 MB
[TutsNode.com] - Supervised Learning Essential Training/28 Assembling your neural networks.mp4 9.3 MB
[TutsNode.com] - Supervised Learning Essential Training/25 Biological vs. artificial neural networks.mp4 8.9 MB
[TutsNode.com] - Supervised Learning Essential Training/04 What is supervised learning.mp4 8.3 MB
[TutsNode.com] - Supervised Learning Essential Training/30 Ethical overview.mp4 7.9 MB
[TutsNode.com] - Supervised Learning Essential Training/07 Defining logistic and linear regression.mp4 7.8 MB
[TutsNode.com] - Supervised Learning Essential Training/19 Discovering your k-nearest neighbors.mp4 7.5 MB
[TutsNode.com] - Supervised Learning Essential Training/16 Creating your first decision trees.mp4 7.5 MB
[TutsNode.com] - Supervised Learning Essential Training/10 Creating a linear regression model.mp4 7.3 MB
[TutsNode.com] - Supervised Learning Essential Training/12 Evaluating regression model predictions.mp4 6.6 MB
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【影视】 [ FreeCourseWeb.com ] Udemy - Unleashing Unlabelled Data - Self-Supervised Learning

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~Get Your Files Here !/4. Miscellaneous Concepts/4. Introduction To Convolutional Neural Networks (CNN).mp4 184.5 MB
~Get Your Files Here !/4. Miscellaneous Concepts/2. Theory Behind ANN and DNN.mp4 101.9 MB
~Get Your Files Here !/4. Miscellaneous Concepts/3. What Are Activation Functions.mp4 91.7 MB
~Get Your Files Here !/2. Basic Data Preprocessing/2. What Is Pandas.mp4 78.5 MB
~Get Your Files Here !/2. Basic Data Preprocessing/4. Basics of Data Visualisation.mp4 77.5 MB
~Get Your Files Here !/4. Miscellaneous Concepts/1. What is Supervised Learning.mp4 76.0 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/9. Autoencoders With Keras Deep Learning.mp4 71.6 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/10. Convolutional Autoencoders-Encoding.mp4 68.6 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/2. Theory Behind Autoencoders.mp4 63.4 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/4. Lets Implement a Basic Auto-Encoder With H20.mp4 61.1 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/11. Convolutional Autoencoders-Decoding.mp4 51.4 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/6. What Is Denoising.mp4 49.4 MB
~Get Your Files Here !/1. Introduction To the Course/3. Python Installation.mp4 44.7 MB
~Get Your Files Here !/1. Introduction To the Course/4. Start With Google Colaboratory Environment.mp4 42.3 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/7. Autoencode the Image Data With H2O.mp4 41.4 MB
~Get Your Files Here !/1. Introduction To the Course/9. Course details.mp4 38.4 MB
~Get Your Files Here !/3. Learning From Unlabelled Data/5. Variational Autoencoder (VAE) With H2O.mp4 38.4 MB
~Get Your Files Here !/2. Basic Data Preprocessing/3. Basic Data Cleaning With Pandas.mp4 36.1 MB
~Get Your Files Here !/1. Introduction To the Course/5. Google Colabs and GPU.mp4 31.7 MB
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