Machine Learning With Python Full Course 2023 | Machine Learning Tutorial for Beginners| Simplilearn
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On this video on Machine Studying with Python full course, you’ll perceive the fundamentals of machine studying and Python. On this Machine Studying tutorial for newcomers, we are going to cowl important machine studying subjects like purposes of machine studying and machine studying ideas and perceive why arithmetic, statistics, and linear algebra are essential. We’ll additionally study regularization, dimensionality discount, and PCA. We are going to carry out a prediction evaluation on the not too long ago held US Elections. Lastly, you’ll research the Machine Studying roadmap. Beneath are the subjects coated on this video:
00:00:00 Machine Studying With Python Full Course 2023
00:08:36 Introduction to Machine Studying
00:16:14 Prime 10 Functions of Machine Studying
00:32:38 Sorts of Machine Studying
00:37:46 Machine Studying Algorithms
00:38:14 Linear Regression
00:46:52 Determination Tree
01:23:25 Clustering
01:26:11 Okay-Means Clustering
02:18:03 Information and its sorts
03:29:22 Likelihood
04:07:53 A number of Linear Regression
04:45:55 Confusion Matrices
05:59:54 KNN
06:23:40 Assist Vector Machine
07:14:40 Precept Element Evaluation(PCA)
07:53:01 Corona Virus Evaluation
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Dataset Hyperlink -https://drive.google.com/drive/folders/15lSrc4176J9z9_3WZo_b91BaNfItc2s0
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