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Machine Learning

Explore the field of Machine Learning with real-time data, algorithm development and other related techniques.

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10 live projects + 1 capstone project

36+ hours of video content access

Weekly tasks and reports

Certificate of completion

OVERVIEW

Learn Machine Learning today

Explore the field of Machine Learning with real-time data, algorithm development and other related techniques.

Level: Beginner

Microsoft Azure

Azure Environment

Azure SQL Database

Azure Active Directory

Course Curriculum

Discover our comprehensive Cloud Computing course curriculum, designed to provide in-depth knowledge and practical skills.

Statistics fundamentals

Graphically Displaying Single Variable
Measures of Location
Measures of Spread
Covariance and Correlation
Probability
Joint Probability and independent events
Conditional probability
Bayes’ Theorem

ML with Python

Applications of Machine Learning
Supervised vs Unsupervised Learning
Python libraries suitable for Machine Learning

Regression

Training and Testing
Forecasting and Predicting
Theory and how it works
program the Best Fit Slope
program the Best Fit Line
R Squared and Coefficient of Determination Theory
Model evaluation methods

Classification

Introduction
Applying K Nearest Neighbors to Data
Euclidean Distance theory
Decision Trees
Regression Trees
Random Forests
Boosting Algorithm
Linear Discriminant Analysis
Principal Component Analysis

Clustering

Handling Non-Numerical Data for Machine Learning
K-Means with Titanic Dataset
K-Means from Scratch in Python
Finishing K-Means from Scratch in Python
Hierarchical Clustering with Mean Shift Introduction

Recommender systems

Content-based recommender systems
Collaborative Filtering

Meet our team of creative experts

Meet the talented and creative minds behind our work. Our mentors bring a wealth of experience and a passion for innovation to every mentorship course.

Ranjana Chawla

UI Designer

Ranjana Chawla

UI Designer

Ranjana Chawla

UI Designer

Teachnook Certificate

Upon successfully completing this course, you will receive a certificate of completion that helps potential employers assess your proficiency.

Pricing Plans

Experience the premium features at an affordable price. Get industrial experience, 10+ live working projects and mentorship from top 1 percentile mentors and much more. Choose the plan that suits your needs and take your practical and outcome based learning to the next level. Join today and lead tomorrow.

Self Paced

₹5500