[ WebToolTip.com ] Machine Learning Fundamentals (2026)

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1 - A Message From The Instructor.mp4

35 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/10 - Module Summary.mp4

24 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/2 - Module Overview.mp4

36 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/3 - What Is Machine Learning.mp4

65 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/4 - History And Evolution Of Machine Learning.mp4

49 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/5 - Types Of Machine Learning.mp4

53 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/6 - Applications Of Machine Learning.mp4

72 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/7 - Key Terminologies In Machine Learning.mp4

58 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/8 - How Machine Learning Works.mp4

56 MB

~Get Your Files Here !/2 - Module 1 Introduction To Machine Learning 11 Lessons Handson Exercise/9 - Challenges In Machine Learning.mp4

76 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/11 - Module Overview.mp4

18 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/12 - Overview Of Supervised Learning.mp4

58 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/13 - Linear Regression.mp4

110 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/14 - Logistic Regression.mp4

58 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/15 - Decision Trees.mp4

54 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/16 - Support Vector Machines Svm.mp4

38 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/17 - Knearest Neighbors Knn.mp4

51 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/18 - Model Evaluation In Supervised Learning.mp4

51 MB

~Get Your Files Here !/3 - Module 2 Supervised Learning 13 Lessons 3 Handson Exercises/19 - Module Summary.mp4

29 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/20 - Module Overview.mp4

32 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/21 - Overview Of Unsupervised Learning.mp4

62 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/22 - Kmeans Clustering.mp4

49 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/23 - Hierarchical Clustering.mp4

48 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/24 - Association Rule Learning.mp4

49 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/25 - Principal Component Analysis Pca.mp4

68 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/26 - Anomaly Detection.mp4

63 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/27 - Model Evaluation In Unsupervised Learning.mp4

38 MB

~Get Your Files Here !/4 - Module 3 Unsupervised Learning 12 Lessons 2 Handson Exercises/28 - Module Summary.mp4

20 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/29 - Module Overview.mp4

27 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/30 - Introduction To Reinforcement Learning.mp4

54 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/31 - Key Concepts In Reinforcement Learning.mp4

42 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/32 - Markov Decision Processes Mdps.mp4

56 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/33 - Exploration Vs Exploitation.mp4

41 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/34 - Qlearning.mp4

38 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/35 - Deep Qnetworks Dqns.mp4

45 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/36 - Applications Of Reinforcement Learning.mp4

51 MB

~Get Your Files Here !/5 - Module 4 Reinforcement Learning 11 Lessons Handson Exercise/37 - Module Summary.mp4

32 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/38 - Module Overview.mp4

23 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/39 - Introduction To Regression Classification.mp4

58 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/40 - Simple Linear Regression.mp4

40 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/41 - Multiple Linear Regression.mp4

46 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/42 - Logistic Regression For Classification.mp4

49 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/43 - Genetic Algorithms.mp4

58 MB

~Get Your Files Here !/6 - Module 5 Core Techniques In Machine Learning 9 Lessons Handson Exercise/44 - Module Summary.mp4

34 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/45 - Module Overview.mp4

25 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/46 - Introduction To Model Evaluation.mp4

70 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/47 - Training And Testing Data.mp4

56 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/48 - Crossvalidation Techniques.mp4

77 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/49 - Confusion Matrix.mp4

43 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/50 - Precision Recall F1 Score.mp4

60 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/51 - Roc Curve Auc.mp4

42 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/52 - Biasvariance Tradeoff.mp4

46 MB

~Get Your Files Here !/7 - Module 6 Model Evaluation And Validation 12 Lessons 2 Handson Exercises/53 - Module Summary.mp4

27 MB

~Get Your Files Here !/8 - Summary And Final Exam/54 - Module Overview.mp4

12 MB

~Get Your Files Here !/8 - Summary And Final Exam/55 - Course Summary.mp4

40 MB

~Get Your Files Here !/8 - Summary And Final Exam/56 - Final Exam And Next Steps.mp4

2.8 MB

~Get Your Files Here !/Bonus Resources.txt

70 B