Machine Learning Bootcamp 2023 | Machine Learning Bootcamp for Beginners | ML Bootcamp | Simplilearn

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In this Machine Learning Bootcamp 2023, we embark on a comprehensive learning journey through the fascinating world of machine learning. Whether you're a beginner or an intermediate learner, this bootcamp caters to all levels of expertise. Our experienced instructors will guide you through hands-on projects, covering everything from the basics to advanced concepts. Gain practical skills in data preprocessing, model building, and evaluation. Discover popular algorithms, delve into deep learning and neural networks, and learn how to select the right tools for your projects. Benefit from expert tips, network with professionals, and gain the confidence to solve complex problems using machine learning. By the end of this bootcamp, you'll have the knowledge to make data-driven decisions and even kickstart a career in this high-demand field.

Here in this Machine Learning Bootcamp 2023 we start with:

00:00:00 Introduction to Machine Learning
00:06:23 What is Machine Learning
00:32:55 Types of Machine Learning
00:46:50 Data and its Types
01:41:14 Demo on Statistic
02:07:23 Demo on Probability
02:20:41 What is a Confusion Matrix
02:24:09 What is Naive Bayes and Demonstration
02:37:21 Top 10 Applications of Machine Learning
02:42:16 What is Deep Learning?
03:25:41 Linear vs. Logistic Regression
04:41:59 What is Decision Tree?
05:07:00 What is Random Forest?
05:46:24 KNN Algorithm
07:11:52 K-means Clustering
08:01:19 What is Clustering?
08:39:30 Regression Algorithm
08:50:02 Overfitting
09:05:24 Top 10 Machine Learning Projects for 2023
09:11:47 Project Fake News Detection
09:47:50 What is OpenCV and Object Detection Project
10:31:54 Machine Learning Interview Questions

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➡️ Post Graduate Program In AI And Machine Learning
In collaboration with Purdue, our AI and ML Course will help you unlock your AI and ML potential. You'll study Machine Learning, Deep Learning, Computer Vision, NLP, Speech Recognition, and Reinforcement Learning with Simplilearn's AI ML course online.

✅ Key Features
- Professional Certificate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 8X higher live interaction in live online classes by industry experts
- 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 help

✅ Skills Covered
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
-GANs
- Keras
- Tensorflow
- Reinforcement Learning
- Speech Recognition
- Recommendation Systems
- Ensemble Learning
- NumPy

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