4.2 GB | 30min 14s | mp4 | 1920X1080  | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :001  Course Overview.mp4 | Size:  (69.36 MB)
FileName :001  Lesson 1 1 Biggest Milestones in AI History.mp4 | Size:  (77.14 MB)
FileName :002  Lesson 1 2 Artificial Intelligence Principles.mp4 | Size:  (90.33 MB)
FileName :001  Lesson 2 1 Introduction to the Mathematical Principles of Machine Learning.mp4 | Size:  (154.08 MB)
FileName :002  Lesson 2 2 Vectors.mp4 | Size:  (126.46 MB)
FileName :003  Lesson 2 3 Matrices Basics.mp4 | Size:  (170.21 MB)
FileName :004  Lesson 2 4 Matrices Decomposition.mp4 | Size:  (104.27 MB)
FileName :001  Lesson 3 1 Introduction to the Statistical Principles of Machine Learning.mp4 | Size:  (127.49 MB)
FileName :002  Lesson 3 2 Probability Distributions.mp4 | Size:  (116.83 MB)
FileName :003  Lesson 3 3 Descriptive Statistics Basics for Machine Learning - Measures of Central Tendency.mp4 | Size:  (108.8 MB)
FileName :004  Lesson 3 4 Descriptive Statistics Basics for Machine Learning - Measures of Dispersion.mp4 | Size:  (117.23 MB)
FileName :005  Lesson 3 5 Statistical Inference and Modeling Basics.mp4 | Size:  (129.3 MB)
FileName :001  Lesson 4 1 Supervision in Machine Learning.mp4 | Size:  (165.77 MB)
FileName :002  Lesson 4 2 Introduction to Feature Engineering.mp4 | Size:  (161.73 MB)
FileName :003  Lesson 4 3 Intro to Regression and Regression Metrics.mp4 | Size:  (99.35 MB)
FileName :004  Lesson 4 4 Linear Regression Basics - Closed-form solution.mp4 | Size:  (129.73 MB)
FileName :005  Lesson 4 5 Linear Regression Basics - Multivariate Regression.mp4 | Size:  (69.68 MB)
FileName :006  Lesson 4 6 Linear Regression in Python - Simple and Multivariate Regression.mp4 | Size:  (125.4 MB)
FileName :007  Lesson 4 7 Linear Regression in Python - Testing the Assumptions.mp4 | Size:  (141.76 MB)
FileName :008  Lesson 4 8 Intro to Classification.mp4 | Size:  (56.71 MB)
FileName :009  Lesson 4 9 Classification Metrics.mp4 | Size:  (146.58 MB)
FileName :010  Lesson 4 10 Class Imbalance Problems.mp4 | Size:  (153.74 MB)
FileName :011  Lesson 4 11 Logistic Regression Basics.mp4 | Size:  (111.54 MB)
FileName :012  Lesson 4 12 Decision Trees Basics.mp4 | Size:  (156.68 MB)
FileName :013  Lesson 4 13 Supervised Learning in Python.mp4 | Size:  (194.05 MB)
FileName :014  Lesson 4 14 Introduction to Hyperparameter Optimization.mp4 | Size:  (163.64 MB)
FileName :001  Lesson 5 1 Unsupervised Machine Learning.mp4 | Size:  (106.81 MB)
FileName :002  Lesson 5 2 Clustering Basics.mp4 | Size:  (62 MB)
FileName :003  Lesson 5 3 k-Means Clustering.mp4 | Size:  (141.44 MB)
FileName :004  Lesson 5 4 Principal Component Analysis (PCA) Basics.mp4 | Size:  (119.91 MB)
FileName :005  Lesson 5 5 Unsupervised Learning in Python.mp4 | Size:  (163.25 MB)
FileName :001  Lesson 6 1 Introduction to Natural Language Processing (NLP).mp4 | Size:  (133.5 MB)
FileName :002  Lesson 6 2 Text Representation Methods - Part 1 Bag-of-Words & N-Grams.mp4 | Size:  (104.49 MB)
FileName :003  Lesson 6 3 Text Representation Methods - Part 2 TF-IDF Method.mp4 | Size:  (123.61 MB)
FileName :004  Lesson 6 4 Text Representation Methods - Part 3 Word Embeddings.mp4 | Size:  (76.88 MB)]
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RapidGator

https://rapidgator.net/file/84301833ffb4228c416c6908d8b56625/Machine.Learning.Fundamentals.A.Python-Based.Course.part1.rar
https://rapidgator.net/file/0b5897ee0e9ce1f4a62932ad0cd9b606/Machine.Learning.Fundamentals.A.Python-Based.Course.part2.rar

TurboBit

https://turbobit.net/3657l32ckgjl/Machine.Learning.Fundamentals.A.Python-Based.Course.part1.rar.html
https://turbobit.net/g1jdo8ckg0sp/Machine.Learning.Fundamentals.A.Python-Based.Course.part2.rar.html