Machine Learning Course | Machine Learning Tutorial For Beginners | ML Full Course | Intellipaat
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This Machine Learning Course covers all the important skill sets required to become a Machine Learning Engineer!
In this Machine Learning Course, We will begin with what machine learning is and the different types of Machine Learning algorithms. Then we will discuss the Classification and Regression problem setting, decision tree algorithms, random forest algorithm, K-Nearest Neighbor Algorithm, etc. Then we will start covering clustering algorithms like the Mean-Shift clustering algorithm, and the DBSCAN clustering algorithm. Finally, we will cover the Confusion Matrix, the Association rule, and the most commonly asked machine learning interview questions.
🔵 Following topics are covered in this Machine Learning Course
What is Machine Learning
Machine Learning Using Python
Introduction to Machine Learning
Machine Learning Types
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Machine Learning Algorithms:
Regression Algorithm
Classification Algorithms
Regression Tutorial
Types of Regression
Linear Regression using Python
Logistic Regression Algorithm
Decision Tree Algorithm
Random Forest Algorithm
K-Nearest Neighbors Algorithm
Mean Shift Clustering
DBSCAN Clustering
Confusion Matrix
Association Rule Mining
Machine Learning Interview Questions
✅Can I take a Machine Learning Course in 1 month?
On average, it takes at least six months to master the basics of machine learning, with the timeline being influenced by factors such as previous experience and professional goals.
✅What is a Machine Learning Course?
Machine learning is an area of artificial intelligence and computer science that comprises supervised and unsupervised learning and includes developing software and algorithms that can make predictions based on data.
➡️ About the Machine Learning Course
Explore this Machine Learning course taught by IIT Madras faculty and industry experts that will help you master Machine Learning algorithms. This ML certification training will help you master Python, machine learning algorithms, statistics, and AI skills. Enroll in this training course and get your Machine Learning certification from IITM Pravartak.
➡️Who should take this course?
Experts have designed our ML course so that anyone, from a fresher/undergraduate or undergrad to a professional seeking a career change, can benefit from it.
✅ Key Features -
👉🏼50+ Live sessions across seven months
👉🏼218 Hrs Self-paced Videos
👉🏼200 Hrs Project & Exercises
👉🏼Learn from IIT Madras Faculty and Industry Practitioners
👉🏼1:1 with Industry Mentors
👉🏼Resume Preparation and LinkedIn Profile Review
👉🏼24*7 Support
👉🏼No-cost EMI Option
What’s Covered in This Program? -
✅Preparatory Session - Linux and Python
✅Data Wrangling with SQL
✅Python With Data Science
✅Linear Algebra and Advanced Statistics
✅Machine Learning
✅Supervised and Unsupervised Learning in ML
✅Performance Metrics
✅Deep Learning Using TensorFlow
✅Data Science Capstone Project
✅Business Case Studies
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