Machine Learning Course | Machine Learning Tutorial for Beginners | Intellipaat
115▶️ Intellipaat's Machine Learning Course: https://intellipaat.com/machine-learning-certification-training-course/
In today's time, technology is getting better and better fast. Machines are now able to learn things from information and make smart choices. This has changed how industries work and how we live our lives. You might be interested in cars that can drive themselves, or how Netflix suggests shows you'll like, or maybe you just want to know how computers do these smart things. Exploring Machine Learning, which is how computers learn, is a cool thing to do!
In this Machine Learning Course, we will discuss What is Machine Learning, Introduction to Data Science and ML, Types of Data and Types of Machine Learning. Then we will learn about the Linear Regression Algorithm, What is Multiple Linear Regression, Advantages of Liner Regression, and the Assumptions of Regression Line. Then in this Machine Learning Tutorial for Beginners, we will talk about Logistic Regression, What is Sigmoid Function, What is Best 'S' Curve, and Preparation of the Data. We will also discuss the Preparation of the Data, Model Training Logistic Regression, What is Confusion Matrix, What is Decision Tree, and What is Occam's Razor. Lastly, we will see Interview Questions and answers on Machine Learning which will help you to crack any Machine Learning Interview and land your dream job.
🔵 In this Machine Learning Course, we will cover the following topics:
00:00:00 - Introduction
00:02:37 - What is Machine Learning?
00:06:18 - Introduction to Data Science and ML
00:09:09 - Types of Data
00:59:00 - Types of Machine Learning
01:11:39 - Linear Regression Algorithm
01:19:02 - What is Multiple Linear Regression?
02:20:16 - Training of the Model
03:05:55 - Linear Regression Hands-On
03:10:35 - What is Preparing the Data?
04:01:13 - Advantages of Liner Regression
04:16:16 - Assumptions of Regression Line
04:30:33 - Regression Model Evaluation Metrics
04:33:43 - Mean Squared Error
05:00:34 - Logistic Regression
06:03:30 - What is Sigmoid Function?
06:29:46 - What is the Best 'S' Curve?
07:57:40 - Model Training Logistic Regression
08:33:53 - What is Confusion Matrix?
09:22:37 - What is a Decision Tree?
10:36:55 - What is Occam's Razor?
11:38:04 - Interview Questions & Answers
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Intellipaat is a global online professional training provider. We offer some of the most updated, industry-designed certification training programs, including courses in Big Data, Data Science, Artificial Intelligence, and 150 other top-trending technologies.
We help professionals make the right career decisions, choose trainers with over a decade of industry experience, provide extensive hands-on projects, rigorously evaluate learner progress, and offer industry-recognized certifications. We also assist corporate clients in upskilling their workforce and keeping them in sync with the changing technology and digital landscape.
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