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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

  1. Graphically Displaying Single Variable
  2. Measures of Location
  3. Measures of Spread
  4. Covariance and Correlation
  5. Probability
  6. Joint Probability and independent events
  7. Conditional probability
  8. Bayes’ Theorem

ML with Python

  1. Applications of Machine Learning
  2. Supervised vs Unsupervised Learning
  3. Python libraries suitable for Machine Learning

Regression

  1. Training and Testing
  2. Forecasting and Predicting
  3. Theory and how it works
  4. program the Best Fit Slope
  5. program the Best Fit Line
  6. R Squared and Coefficient of Determination Theory
  7. Model evaluation methods

Classification

  1. Introduction
  2. Applying K Nearest Neighbors to Data
  3. Euclidean Distance theory
  4. Decision Trees
  5. Regression Trees
  6. Random Forests
  7. Boosting Algorithm
  8. Linear Discriminant Analysis
  9. Principal Component Analysis

Clustering

  1. Handling Non-Numerical Data for Machine Learning
  2. K-Means with Titanic Dataset
  3. K-Means from Scratch in Python
  4. Finishing K-Means from Scratch in Python
  5. Hierarchical Clustering with Mean Shift Introduction

Recommender systems

  1. Content-based recommender systems
  2. 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

Certificate for Course Completion

10 live projects + 1 capstone project

Course Certificate

24+ hours of video content access

6 Months LMS Access

10+ hours of Mentor Training

Mentor Led

₹7500

Certificate for Course Completion

10 live projects + 1 capstone project

Course Certificate

36+ hours of video content access

6 Months LMS Access

24+ hours of Mentor Training

FAQs

Explore our FAQ section for quick answers to common questions. Can't find what you're looking for? Contact us for assistance.