Machine Learning Full Course | Learn Machine Learning | Machine Learning Tutorial | Simplilearn
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This entire Machine Studying full course video covers all of the subjects that you’ll want to know to change into a grasp within the area of Machine Studying. It covers all of the fundamentals of Machine Studying, the various kinds of Machine Studying, and the varied purposes of Machine Studying utilized in completely different industries. This video will enable you study completely different Machine Studying algorithms in Python. Linear Regression, Logistic Regression, Ok Means Clustering, Resolution Tree, and Assist Vector.
Dataset Hyperlink – https://drive.google.com/drive/folders/15lSrc4176J9z9_3WZo_b91BaNfItc2s0
Beneath subjects are defined on this Machine Studying course for rookies:
0:00 Desk of contents
01:46 Fundamentals of Machine Studying
09:18 Why Machine Studying
13:25 What’s Machine Studying
18:32 Sorts of Machine Studying
18:44 Supervised Studying
21:06 Reinforcement Studying
22:26 Supervised VS Unsupervised
23:38 Linear Regression
25:08 Introduction to Machine Studying
26:40 Utility of Linear Regression
27:19 Understanding Linear Regression
28:00 Regression Equation
35:57 A number of Linear Regression
55:45 Logistic Regression
56:04 What’s Logistic Regression
59:35 What’s Linear Regression
01:05:28 Evaluating Linear & Logistic Regression
01:26:20 What’s Ok-Means Clustering
01:38:00 How does Ok-Means Clustering work
02:15:15 What’s Resolution Tree
02:25:15 How does Resolution Tree work
02:39:56 Random Forest Tutorial
02:41:52 Why Random Forest
02:43:21 What’s Random Forest
02:52:02 How does Resolution Tree work-
03:22:02 Ok-Nearest Neighbors Algorithm Tutorial
03:24:11 Why KNN
03:24:24 What’s KNN
03:25:38 How will we select ‘Ok’
03:27:37 When will we use KNN
03:48:31 Purposes of Assist Vector Machine
03:48:55 Why Assist Vector Machine
03:50:34 What Assist Vector Machine
03:54:54 Benefits of Assist Vector Machine
04:13:06 What’s Naive Bayes
04:17:45 The place is Naive Bayes used
04:54:48 Prime 10 Utility of Machine Studying
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➡️ About Publish Graduate Program In AI And Machine Studying
This AI ML course is designed to reinforce your profession in AI and ML by demystifying ideas like machine studying, deep studying, NLP, pc imaginative and prescient, reinforcement studying, and extra. You may even have entry to 4 stay classes, led by business specialists, overlaying the newest developments in AI akin to generative modeling, ChatGPT, OpenAI, and chatbots.
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