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2. Unsupervised Machine Learning.mp4
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Python Machine Learning -all concepts a-z
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
3 - ML Libraries in Python
4 - Data Handling & Preprocessing
5 - Exploratory Data Analysis (EDA)
6 - Supervised Learning - Regression
7 - Supervised Learning - Classification
8 - Model Evaluation & Validation
9 - Unsupervised Learning
36. K-Means Clustering.mp4
MP4
16.7 MB
37. Hierarchical Clustering.mp4
MP4
24.1 MB
38. Principal Component Analysis.mp4
MP4
26.6 MB
3 matching files, 66 total files.
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storage 992.3 MB
access_time 4 months ago
Udemy - Python for Data Science - The Complete Data Science Bootcamp
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Data Science and Python
2 - Python Fundamentals for Data Science
3 - Working with Data Using Pandas
4 - Numerical Computing with NumPy
5 - Data Visualization
6 - Exploratory Data Analysis (EDA)
7 - Introduction to Statistics for Data Science
8 - Machine Learning with Scikit Learn
37. Supervised vs Unsupervised Learning.mp4
MP4
72.9 MB
1 matching file, 46 total files.
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file_upload 46
storage 3 GB
access_time 6 months ago
Udemy - Artificial Intelligence Explained - 101 Concepts Must Know
Posted by freecoursewb in Other
~Get Your Files Here !
1 - The Dawn of Intelligence
10 - The Future Horizon AGI Beyond
11 - Real World Application Career
2 - The Learning Machines Machine Learning Basics
13 - Unsupervised Learning Finding Hidden Patterns.mp4
MP4
8.7 MB
1 matching file, 103 total files.
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file_upload 103
storage 663.9 MB
access_time 6 months ago
Udemy - Complete Machine Learning and Data Science With Python ML A-Z
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction
10 - Project Customer Segmentation using Clustering
11 - Project Fake News Detection using machine learning Python
12 - Project COVID19 Coronavirus Infection Probability using machine learning
13 - Miscellaneous
14 - Python Crash Course
2 - Installation and Colab
3 - Python for Data Analysis Numpy
4 - Python for Data Analysis Pandas
5 - Python for Data Visualization Matplotlib
6 - Supervised Machine Learning
7 - UnSupervised Machine Learning
44 - What is UnSupervised Machine Learning.mp4
MP4
47.2 MB
45 - Types of Unsupervised Learning.mp4
MP4
47.2 MB
46 - Advantages and Disadvantages of Unsupervised Learning.mp4
MP4
36.5 MB
47 - What is clustering.mp4
MP4
37.6 MB
48 - Kmeans Clustering.mp4
MP4
58.5 MB
49 - Implementing Kmeans Clustering.mp4
MP4
35.3 MB
50 - Image compression using Kmeans clustering Color Quantization using KMeans.mp4
MP4
65.4 MB
8 - Reinforcement Learning
51 - Introduction to Reinforcement Learning.mp4
MP4
38.7 MB
52 - Qlearning algorithm in machine learning.mp4
MP4
18.4 MB
9 - Feature Engineering
53 - What is Feature Engineering.mp4
MP4
26.3 MB
54 - What is Outlier.mp4
MP4
50.5 MB
55 - outlier detection and removal using std deviation.mp4
MP4
66.2 MB
56 - Z score.mp4
MP4
19.5 MB
57 - IQR.mp4
MP4
20.5 MB
14 matching files, 187 total files.
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file_upload 187
storage 3.1 GB
access_time 6 months ago
Udemy - Machine Learning Using Python Programming
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Machine Learning
10 - Support Vector Machines
11 - K Nearest Neighbors for Classification and Regression
12 - Decision Tree Classifier Algorithm
13 - Random Forest Classifier Algorithm
14 - Naive Bayes Algorithm
15 - Resources
Notebooks
16 - KMeans Clustering
2 - Types of Machine Learning
4 - 4 Difference between Supervised and Unsupervised Learning.mp4
MP4
39.2 MB
5 - 5 Algorithms in Supervised and Unsupervised Learning.mp4
MP4
12.9 MB
2 matching files, 146 total files.
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file_upload 146
storage 2.8 GB
access_time 6 months ago
Udemy - Python Data Analysis - Matplotlib, Seaborn, Pandas and NumPy
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Python Fundamentals
2 - Data Manipulation with Pandas
3 - Data Visualization with Matplotlib & Seaborn
4 - Data Analysis with NumPy
5 - Introduction to Machine Learning
25. Unsupervised Learning Algorithms.mp4
MP4
101.7 MB
1 matching file, 32 total files.
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storage 2.4 GB
access_time 6 months ago
Advanced Machine Learning with ENCOG - Part 2 [2014, ENG]
Posted by specternt in Other
PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2
02. Unsupervised Competitive Networks
02_01-Introduction.mp4
MP4
1.77 MB
02_04-Unsupervised Learning Tasks.mp4
MP4
8.09 MB
02_05-Unsupervised Networks.mp4
MP4
2.77 MB
02_06-Self-Organizing Map (SOM) Introduction.mp4
MP4
3.09 MB
02_07-Example Dataset.mp4
MP4
2.66 MB
02_08-SOM Network Topology.mp4
MP4
6.9 MB
02_09-SOM Training.mp4
MP4
14.48 MB
02_10-SOM Training Using ENCOG.mp4
MP4
10.35 MB
02_11-SOM Demo Setup SOM Network (XAML Part).mp4
MP4
13.82 MB
02_12-SOM Demo Setup SOM Network (Code Behind).mp4
MP4
25.84 MB
02_13-SOM Demo Training SOM Network.mp4
MP4
9.44 MB
02_14-SOM Demo Overlay.mp4
MP4
11.81 MB
02_15-SOM Demo Alternative Visualization Approach.mp4
MP4
22.08 MB
02_16-Applications of SOM.mp4
MP4
2.61 MB
02_17-Other Unsupervised Learning Techniques.mp4
MP4
1.24 MB
02_18-Summary.mp4
MP4
2.34 MB
03. Unsupervised Auto-Associative Networks
03_01-Introduction.mp4
MP4
1.62 MB
03_02-Outline.mp4
MP4
781.46 KB
03_03-Associative Memory.mp4
MP4
5.35 MB
03_04-Types of Associative Memory.mp4
MP4
2.71 MB
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file_upload 75
storage 397.56 MB
access_time 12 years ago
Udemy - Machine Learning With Python - Complete Course and Projects
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Pandas
10 - Lets apply what we learned Machine Learning Project Classification
11 - Lets apply what we learned Machine Learning Project Regression
12 - Bonus Section
2 - Numpy
3 - Feature Engineering
4 - Evaluation of the Model Performances
5 - Machine Learning Supervised vs Unsupervised
16 - Supervised vs Unsupervised Machine Learning.mp4
MP4
8.2 MB
6 - Data Set Analysis Feature Engineering for Regression Tasks
18 - EDA.mp4
MP4
30.9 MB
19 - Feature Engineering.mp4
MP4
34.4 MB
7 - Data Set Analysis Feature Engineering for Classification Tasks
21 - EDA.mp4
MP4
26.1 MB
22 - Feature Engineering.mp4
MP4
17.8 MB
8 - Supervised Learning
23 - Linear Regression.mp4
MP4
9 MB
24 - Linear Regression 2.mp4
MP4
8.4 MB
25 - Linear Regression 3.mp4
MP4
4.2 MB
26 - Linear Regression Coding.mp4
MP4
33.1 MB
27 - Logistic Regression.mp4
MP4
5.4 MB
28 - Logistic Regression Coding.mp4
MP4
27.6 MB
29 - K Nearest Neighbors.mp4
MP4
9.6 MB
30 - KNearest Neighbors Coding Elbow Method.mp4
MP4
45.9 MB
31 - KNearest Neighbors Coding.mp4
MP4
33.2 MB
32 - Support Vector Machines.mp4
MP4
8 MB
33 - Support Vector Classifier Coding.mp4
MP4
45.3 MB
34 - Support Vector Regression Coding.mp4
MP4
52.8 MB
35 - Decision Tree.mp4
MP4
5.1 MB
36 - Decision Tree Coding.mp4
MP4
14.7 MB
37 - Random Forest.mp4
MP4
5.8 MB
20 matching files shown out of 24 matching files, 101 total files.
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file_upload 101
storage 1.3 GB
access_time 6 months ago
Udemy - Machine Learning Explained - A Complete Conceptual Guide
Posted by freecoursewb in Other
~Get Your Files Here !
1 - Introduction to Machine Learning
2 - Data and Feature Engineering
3 - Supervised Learning Core Concepts
4 - Unsupervised Learning Discovering Hidden Patterns
13 - Introduction to Unsupervised Learning.mp4
MP4
51 MB
14 - Clustering Techniques.mp4
MP4
28.1 MB
15 - Dimensionality Reduction.mp4
MP4
33.6 MB
5 - Reinforcement Learning Conceptual Overview
16 - Introduction to Reinforcement Learning.mp4
MP4
79.5 MB
17 - Core Concepts in RL.mp4
MP4
24.9 MB
18 - Popular RL Algorithms Conceptual.mp4
MP4
41.9 MB
6 - Model Evaluation and Improvement
19 - Train Validation and Test Splits.mp4
MP4
34.7 MB
20 - CrossValidation Concept.mp4
MP4
19.2 MB
21 - Model Optimization and Hyperparameter Tuning.mp4
MP4
49.2 MB
22 - Bias and Variance Revisited.mp4
MP4
48.4 MB
7 - Deep Learning Conceptual Foundations
23 - What is Deep Learning.mp4
MP4
55.5 MB
24 - Artificial Neural Networks The Concept.mp4
MP4
65.5 MB
25 - Learning Process in Neural Networks.mp4
MP4
65.3 MB
26 - Applications of Deep Learning.mp4
MP4
29.4 MB
8 - Machine Learning Project Lifecycle
27 - Steps of a Machine Learning Project.mp4
MP4
31.1 MB
28 - Challenges in RealWorld ML Projects.mp4
MP4
39.2 MB
29 - Ethics and Responsible AI.mp4
MP4
61.6 MB
9 - Course Summary and Recap
30 - Big Picture Recap.mp4
MP4
61.1 MB
31 - Next Steps in Your ML Learning Journey.mp4
MP4
46.5 MB
19 matching files, 33 total files.
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  • Age: 8 months ago
file_upload 33
storage 1.3 GB
access_time 8 months ago
Udemy - Complete Machine Learning and Data Science With Python A-Z
Posted by freecoursewb in Other
~Get Your Files Here !
1 - First Contact With Machine Learning
10 - Hyperparameter Optimization
11 - Decision Tree Algorithm In Machine Learning Az
12 - Random Forest Algorithm In Machine Learning Az
13 - Support Vector Machine Algorithm In Machine Learning Az
14 - Unsupervised Learning With Machine Learning
15 - K Means Clustering Algorithm In Machine Learning Az
52 - K Means Clustering Algorithm With Python Part 2.mp4
MP4
21.7 MB
16 - Hierarchical Clustering Algorithm In Machine Learning Data Science
57 - Hierarchical Clustering Algorithm With Python Part 2.mp4
MP4
21 MB
17 - Principal Component Analysis Pca In Machine Learning Az
60 - Principal Component Analysis Pca With Python Part 2.mp4
MP4
5.1 MB
18 - Recommender System Algorithm In Machine Learning Az
63 - What Is The Recommender System Part 2.mp4
MP4
12.4 MB
19 - Extra
2 - Installations For Python
6 - Installing Anaconda Distribution For Windows.mp4
MP4
69.6 MB
7 - Installing Anaconda Distribution For Macos.mp4
MP4
71.7 MB
8 - Installing Anaconda Distribution For Linux.mp4
MP4
136.2 MB
9 - Overview Of Jupyter Notebook And Google Colab.mp4
MP4
27 MB
3 - Evaluation Metrics In Machine Learning
10 - Classification Vs Regression In Machine Learning.mp4
MP4
12.5 MB
11 - Machine Learning Model Performance Evaluation Classification Error Metrics.mp4
MP4
69.9 MB
12 - Evaluating Performance Regression Error Metrics In Python.mp4
MP4
29.5 MB
13 - Machine Learning With Python.mp4
MP4
69 MB
4 - Supervised Learning With Machine Learning
14 - What Is Supervised Learning In Machine Learning.mp4
MP4
26.5 MB
5 - Linear Regression Algorithm In Machine Learning Az
15 - Linear Regression Algorithm Theory In Machine Learning Az.mp4
MP4
22.3 MB
16 - Linear Regression Algorithm With Python Part 1.mp4
MP4
62.5 MB
17 - Linear Regression Algorithm With Python Part 2.mp4
MP4
78.8 MB
18 - Linear Regression Algorithm With Python Part 3.mp4
MP4
52 MB
19 - Linear Regression Algorithm With Python Part 4.mp4
MP4
67.8 MB
6 - Bias Variance Tradeoff In Machine Learning
20 - What Is Bias Variance Tradeoff.mp4
MP4
36.4 MB
7 - Logistic Regression Algorithm In Machine Learning Az
21 - What Is Logistic Regression Algorithm In Machine Learning.mp4
MP4
17.7 MB
20 matching files shown out of 31 matching files, 69 total files.
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access_time 3 months ago
10 Assorted Python Courses For Beginners 2020
Posted by rootmk in Other
10 Python Courses For Beginners 2020 [UdemyLibrary.com]
Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]
3. Process of Learning from Data
2. UnSupervised Learning and Reinforcement Learning.mp4
MP4
70.07 MB
1 matching file, 981 total files.
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file_upload 981
storage 14.57 GB
access_time 5 years ago
Udemy - Introduction to PMI CPMAI - Master Class
Posted by freecoursewb in Other
2 -Machine Learning - Unsupervised and Reinforcement Learning.mp4
MP4
86.1 MB
1 matching file, 20 total files.
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file_upload 20
storage 2.5 GB
access_time 1 year ago
Udemy - Fundamentals Of Machine Learning With Python
Posted by freecoursewb in Other
2. Unsupervised Machine Learning.mp4
MP4
43.5 MB
1 matching file, 54 total files.
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file_upload 54
storage 1.7 GB
access_time 4 years ago
Udemy - 2021 Python for Data Science & Machine Learning from A-Z
Posted by tutsnode in Other
2021 Python for Data Science & Machine Learning from A-Z
[TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z
18. K-means
2. Unsupervised Machine Learning Continued.mp4
MP4
83.13 MB
1 matching file, 429 total files.
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access_time 5 years ago
Udemy - Cluster Analysis & Unsupervised Machine Learning in R
Posted by tutsnode in Other
Cluster Analysis & Unsupervised Machine Learning in R
[TutsNode.com] - Cluster Analysis & Unsupervised Machine Learning in R
9. Applied Example unsupervised K-means learning for mapping applications
2. Import images and their visualization in Earth Engine.mp4
MP4
141.91 MB
2. Software used in this course
5. Interface of Google Earth Engine Code Editor & Explorer.mp4
MP4
127.12 MB
3. Lab Get started with R in RStudio.mp4
MP4
47.7 MB
4. Sign up for Google Earth Engine (needed for your projects later in the course).mp4
MP4
45.67 MB
2. How to install R and RStudio in 2020.mp4
MP4
38.7 MB
1. What is R and RStudio.mp4
MP4
12.23 MB
8. Independent Project in Cluster Analysis based on Case Study
2. Project Assignment.mp4
MP4
68.24 MB
6. More Unsupervised Clustering techniques Hands-On
2. Entropy Weighted K-Means in R.mp4
MP4
61.92 MB
7. Performance Evaluation of Unsupervised Learning Clustering Algorithms in R
2. Selecting the number of clusters for unsupervised Clustering methods (K-Means).mp4
MP4
59.33 MB
1. Introduction
2. What is Machine Leraning and it's main types.mp4
MP4
46.86 MB
4. Unsupervised learning Hierarchical Clustering in R
2. Hierarchical Clustering Example.mp4
MP4
26.64 MB
3. R Crash Course - get started with R-programming in R-Studio
2. Lab Installing Packages and Package Management in R.mp4
MP4
24.15 MB
5. Unsupervised Learning K-Means Clustering
2. Example K-Means Clustering in R Lab.mp4
MP4
22.83 MB
13 matching files, 143 total files.
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file_upload 143
storage 1.72 GB
access_time 5 years ago
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python
Posted by tutsnode in Other
Unsupervised Machine Learning Hidden Markov Models in Python
[TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python
1. Introduction and Outline
2. Unsupervised or Supervised.mp4
MP4
5.28 MB
2. Markov Models
1. The Markov Property.mp4
MP4
24.06 MB
2. Markov Models.mp4
MP4
32.47 MB
3. The Math of Markov Chains.mp4
MP4
23.94 MB
3. Markov Models Example Problems and Applications
2. Example Problem Expected number of continuously sick days.mp4
MP4
4.63 MB
4. Hidden Markov Models for Discrete Observations
2. HMM - Basic Examples.mp4
MP4
42.35 MB
6. The Forward-Backward Algorithm (part 2).mp4
MP4
27.56 MB
9. The Viterbi Algorithm (part 2).mp4
MP4
59.34 MB
11. HMM Training (part 2).mp4
MP4
39.98 MB
5. Discrete HMMs Using Deep Learning Libraries
2. Theano Scan Tutorial.mp4
MP4
23.76 MB
6. HMMs for Continuous Observations
2. Generating Data from a Real-Valued HMM.mp4
MP4
14.94 MB
4. Continuous-Observation HMM in Code (part 2).mp4
MP4
15.28 MB
7. HMMs for Classification
2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp4
MP4
24.39 MB
8. Bonus Example Parts-of-Speech Tagging
2. POS Tagging with an HMM.mp4
MP4
14.38 MB
9. Theano, Tensorflow, and Machine Learning Basics Review
2. (Review) Theano Tutorial.mp4
MP4
19.86 MB
10. Setting Up Your Environment (FAQ by Student Request)
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
MP4
43.92 MB
11. Extra Help With Python Coding for Beginners (FAQ by Student Request)
2. How to Code by Yourself (part 2).mp4
MP4
14.8 MB
4. Python 2 vs Python 3.mp4
MP4
7.83 MB
12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
MP4
38.95 MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
MP4
37.62 MB
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access_time 5 years ago
Udemy - Cluster Analysis and Unsupervised Machine Learning in Python [Desire Course]
Posted by CourseClub in Other
[DesireCourse.Net] Udemy - Cluster Analysis and Unsupervised Machine Learning in Python
1. Introduction to Unsupervised Learning
2. What is unsupervised learning used for.mp4
MP4
7.58 MB
2. K-Means Clustering
1. An Easy Introduction to K-Means Clustering.mp4
MP4
12.56 MB
10. Using K-Means on Real Data MNIST.mp4
MP4
10.71 MB
11. One Way to Choose K.mp4
MP4
9.08 MB
12. K-Means Application Finding Clusters of Related Words.mp4
MP4
25.99 MB
2. Visual Walkthrough of the K-Means Clustering Algorithm.mp4
MP4
4.87 MB
3. Soft K-Means.mp4
MP4
25.25 MB
4. The K-Means Objective Function.mp4
MP4
3.02 MB
5. Soft K-Means in Python Code.mp4
MP4
30.21 MB
6. Visualizing Each Step of K-Means.mp4
MP4
5.26 MB
7. Examples of where K-Means can fail.mp4
MP4
17 MB
8. Disadvantages of K-Means Clustering.mp4
MP4
3.87 MB
9. How to Evaluate a Clustering (Purity, Davies-Bouldin Index).mp4
MP4
11.39 MB
3. Hierarchical Clustering
2. Agglomerative Clustering Options.mp4
MP4
6.23 MB
4. Gaussian Mixture Models (GMMs)
2. Comparison between GMM and K-Means.mp4
MP4
3 MB
5. Appendix
11. What order should I take your courses in (part 2).mp4
MP4
37.63 MB
2. Windows-Focused Environment Setup 2018.mp4
MP4
186.31 MB
5. How to Code by Yourself (part 2).mp4
MP4
14.81 MB
9. Python 2 vs Python 3.mp4
MP4
7.84 MB
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file_upload 80
storage 881.47 MB
access_time 6 years ago
Udacity - Machine Learning Engineer Nanodegree [Course Drive]
Posted by coursedrive in Other
Udacity - Machine Learning Engineer Nanodegree
Udacity - Machine Learning Engineer Nanodegree nd009t v1.0.0
Part 04-Module 02-Lesson 04_Gaussian Mixture Models and Cluster Validation
02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.mp4
MP4
4.34 MB
10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.mp4
MP4
26.3 MB
2 matching files, 4 262 total files.
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access_time 7 years ago
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