Supervised And Unsupervised Machine Learning Full Course - Algorithms With Examples | Simplilearn

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This video on Supervised and Unsupervised Machine Learning Full Course will help you learn the basics and advanced concepts of Machine Learning. You will look at the different algorithms along with hands-on demos in Python.

Topics covered in this video are:
00:00:00 Introduction
00:01:15 Basics of Machine learning
00:08:54 Supervised Vs Unsupervised Learning
00:23:23 Linear and Logistic Regression
01:23:52 Decision Tree and Random Forest
02:30:41 Naive Bayes and SVM
03:37:14 K Nearest Clustering
04:03:40 K means Clustering
04:52:24 PCA and Regularization

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➡️ About Post Graduate Program In AI And Machine Learning
This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

✅ Key Features
- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools

✅ Skills Covered
- ChatGPT
- Generative AI
- Explainable AI
- Generative Modeling
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
- And Many More…

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Thank you soo much for this informative video.

vinitkumar
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please can I have the sample data for the linear regression part

heyyosho
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I'm not able to find the data in description

rajashriekatpure
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pls can you send me the dataset used for this course

abubakarmuhammad
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Can you, please, send me these data used in the lecture?

nathanaellwelter
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Sir, i want this course in hindi language.

yourcodingerror