Course Highlights

Learn online

Learn online

At your own schedule

Mobile friendly

Mobile friendly

No laptop? No problem

Placement assistance

Placement assistance

To build your career

Certificate of Training

Certificate of Training

From Internshala Trainings

5 projects

5 projects

For hands-on practice

Doubt clearing

Doubt clearing

Through Q&A forum

Beginner friendly

Beginner friendly

No prior knowledge required

6 weeks duration

6 weeks duration

1 hr/day (flexible schedule)

Downloadable content

Downloadable content

With lifetime access

Why Learn Machine Learning?

Be in demand

Youtube recommendations, Google search, and surge pricing in Uber - Machine Learning is already used so much in everyday life and its application is only going to increase.

Lucrative salary

The average salary for Machine Learning roles is 11LPA+ according to Glassdoor.

Build the future

Self drive cars or robots that talk and behave like humans, Machine Learning is the future.

Machine Learning Course

Industry Recognized Machine Learning Certification

Machine Learning Certification Training
Aakash Sharma
from IIT Chennai has successfully completed a six week online training on Machine Learning. The training consisted of Introduction to Machine Learning, Data, Introduction to Python, Data Exploration and Pre-processing, Linear Regression, Introduction to Dimensionality Reduction, Logistic Regression, Decision Tree, Ensemble Models and Clustering (Unsupervised Learning) modules.
In the final assessment, Aakash scored 80% marks.
We wish Aakash all the best for future endeavours.
Date of Certificate: 2021-02-30
Certificate no.: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
For certificate authentication please visit https://trainings.internshala.com/verify_certificate

Industry Recognized Machine Learning Certification

100,000+ companies use Internshala for hiring every year. So a certificate from Internshala is recognized everywhere.

What placement assistance will you receive?

Free Placement Prep Training

Learn how to build your resume, make great applications, and ace your interviews.

Curated internships & jobs

Get internships and fresher jobs as per your preference in your inbox.

Get highlighted on Internshala

Top performers will be highlighted in their internship & job applications on Internshala.

Machine Learning Placement Assistance

How will your training work?

Learn concepts

Learn concepts

Go through training videos to learn concepts

Test yourself

Test yourself

Test your knowledge through quizzes & module tests at regular intervals

Hands-on practice

Hands-on practice

Get hands on practice by doing assignments and project

1:1 doubt solving

1:1 doubt solving

Get your doubts solved by experts through Q&A forum within 24 hours

Take final exam

Take final exam

Complete your training by taking the final exam

Get certified

Get certified

Get certified in Machine Learning upon successful completion of training

Machine Learning Training Syllabus

100 video tutorials

100 video tutorials

5 projects

5 projects

After completing the training, you can also download videos for future reference

What is Machine Learning
How Machine Learning Works
Types of Machine Learning – Supervised and Unsupervised
Introduction to Python and Installing Jupyter Notebook
Basic Libraries in Python (Pandas, Numpy, Matplotlib)
Understanding Basics of Python Programming (Conditional- Iterative Statements and Function)
Basic Data Exploration
Advanced Functions for Data Manipulation
Context Setting and Problem Statement
Data exploration - Target Variable
Data Exploration - Independent Numerical Variables
Data Exploration - Categorical Variables
Splitting of Data
Feature Scaling of Data
Building Your First Predictive Model (Regression) and Evaluate Performance
Introduction to Linear Regression
Understanding Gradient Descent
Assumptions of Linear Regression
Implementing Linear Regression
Feature Engineering
Common Dimensionality Reduction Techniques
Advanced Dimensionality Reduction Techniques
Understanding the Basics of Logistic Regression
Evaluation Metrics
Implementing Logistic Regression
Introduction to Decision Tree
Logic Behind Decision Tree
Implementing Decision Tree
Improving Model Performance by Pruning/Hyperparameters Tuning
Basics of Ensemble Techniques
Random Forest
Implementation of Bagging and Random Forest
Clustering
Understanding K-means
Implementation of K-means

Machine Learning Course Projects Details

Real estate prices

Predict the real estate prices based on multiple characteristics using a regression algorithm

Retention rates of bank customers

Based on the bank customer information like age, gender, demographics, and past transactions, predict their retention rates

Loan eligibility for customers

Based on customer details like gender, education, number of dependants, and more, automate the loan eligibility process for customers

Credit card payment default

Based on customer information like default payments, credit data, history of payment, and more, predict whether customers will default on credit card payment

Classification of population

Using classification techniques, help a marketing team launch a promotional campaign in different regions of the country

Our Teachers
Kunal Jain

Kunal Jain

Founder, Analytics Vidhya

IIT Bombay (2006), 12+ years of data science experience in reputed companies like Capital One, Aviva Life Insurance etc.

Pranav Dar

Pranav Dar

Senior Editor, Analytics Vidhya

Experienced professional in data visualization and data science having penned 200+ articles.

Aishwarya Singh

Aishwarya Singh

Data Scientist, Analytics Vidhya

Data science enthusiast having penned 70+ articles on applications of machine learning.

Machine Learning Training FAQs

All the software/tools that you need for the training would be shared with you during the training as and when you need it.
You can watch the videos and take quizzes & tests on any device including mobile. However, for assignments and practice, use of desktop or laptop is required.
To do this training, you would need a computer with a minimum 1 GB ram and Windows 8 or later (64 bit).
There are no prerequisites for this training as it is of beginner level. Everything that you need to know about Machine Learning would be taught to you from scratch.

Introducing Yogpath


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The Yogpath technology-based platform offers cutting-edge monitoring, discovery, and machine-learning tools that can reduce the overall medication burden by 50% within two years of membership.

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