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Training Highlights

Learn from home

Stay safe indoors

Certificate of Training

From Internshala Trainings

Placement assistance

To build your career

100 video tutorials

Learn anytime, anywhere

5 projects

For hands-on practice

Doubt clearing

Through Q&A forum

Beginner friendly

No prior knowledge required

6 weeks access

To the platform

Downloadable content

With lifetime access

How will you get your certificate?

Take the final exam online to complete the Machine Learning Training after which you will be able to download your certificate from Internshala Trainings

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What placement assistance will you receive?

Free Placement Preparation Training

Access to curated Internships & Jobs

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

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.

How will your training work?

1

Watch the videos to learn various concepts

2

Test your knowledge through quizzes & module tests

3

Get hands on practice by doing assignments and projects

4

Take the final exam to get certified in Machine Learning

What will be the training syllabus?

Introduction to Machine Learning

3 Topics
2 Demo videos inside
Training Overview Video
What is Machine Learning
How Machine Learning Works
Types of Machine Learning – Supervised and Unsupervised
Types of Data
Graphical and Analytical Representation of Data
Limitations of Traditional Data Analysis
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

What projects will you build?

Project Name

Real estate prices

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

Project Name

Retention rates of bank customers

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

Project Name

Loan eligibility for customers

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

Project Name

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

Project Name

Classification of population

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

How will your doubts get solved?

You can post your doubts on the Q&A forum which will be answered by the teachers within 24 hours.

Who will be your teachers?

Kunal Jain

Founder, Analytics Vidhya

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

Sunil Ray

Chief Content Officer, Analytics Vidhya

6+ years of experience in using data to solve business problems for several Insurance companies.

Reviews from students

Commonly Asked Questions

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.

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 8 GB ram and Windows 7 or later (64 bit)

You can choose your preferred batch date while signing up for the training program and start accordingly.

As this is a purely online training program, you can choose to learn at any time of the day and for as much time as you want. We will recommend a pace to be followed throughout the program, but the actual timings and learning hours are in your hands.

From your batch start date, you will have access to training’s content (videos, quizzes, tests, assignments, projects etc.) in the platform for 6 weeks with-in which you should be able to complete your training.

As this is a purely online training program, you can choose to spend as much time as you want per day and the more time you spend, sooner you would be able to complete the training. However, on an average, spending 1-2 hours per day should be sufficient for you to complete the training in 6 weeks. Some students also choose to devote more time on the weekends in case they are not able to give time on the weekdays.

Don’t worry! If for some reason, you are not able to complete the training in 6 weeks; we would extend your access to the platform for sufficient duration (maximum upto another 6 weeks) so that you can complete it.

Having 6 weeks access ensures you have a deadline to work with and are able to complete the training. It also helps you beat procrastination and maintain continuity in your studies which is why Internshala Trainings students have some of the best training completion rates in the industry.

If you have completed the training, you would be able to download the training content and have lifetime access to it for future reference.
If you are not able to complete the training in given 6 weeks, we would extend your access to the platform for sufficient duration (maximum upto another 6 weeks) so that you can complete it.

Yes, you would be able to download the training content and have lifetime access to it for future reference.

No, you will be only getting a soft copy of the certificate which you can download and print out if required.

  • You will receive free access to Placement Preparation Training on the platform which covers resume writing, cover letter writing, how to search and apply for internships and jobs on Internshala, and interview preparation. This training comes with a lifetime access meaning you can use it later also if you are not applying for internships or jobs right now.
  • Access to curated internships & jobs related to the training - after completing the training, you would receive a list of handpicked internships or jobs every week that you can apply to as per your preference.
  • If you are a top performer, a badge of achievement will be added to your Internshala resume and shown to the employers when you apply to internships or jobs on Internshala.

When you score >= 90% in the final test, you will be a top performer and you will get highlighted in your internship and job applications.

While many of our students have found their desired internships or jobs after completing their training, Internshala Trainings does not guarantee an internship or job. However, if you study sincerely (including doing exercises, assignments, and projects) and make good use of our placement assistance feature, it will become easier for you to get a placement using the skills learned in the training.

More than 100,000 companies use Internshala to hire interns and employees and hence they will recognise a certificate from Internshala when they see one on your resume. However, please note that more than the certificate, companies hire candidates based on their skills and their performance in the interview so we hope you do a good job of learning the skill in the training and preparing for the interview using our placement assistance feature.

You could try making the payment from a different card or account (of a friend or family). Otherwise, you can follow the instructions on how to make an offline payment here.

Just let us know your registered email id along with the screenshot of the payment receipt or transaction history. You can submit your request using the option available in the last section below. Once verified, the additional amount you paid will be refunded.

The amount deducted will come back to your account within 7-10 working days. This is the normal duration your bank will take to credit the amount back into your account.

At times, there may be a slight delay in your payment reflecting on your Internshala Trainings dashboard. However, if your payment is not reflecting even after 30 minutes, please let us know your registered email id along with the screenshot of the payment receipt or transaction history. You can submit your request using the option available in the last section below. Once verified, we will update your payment status from the backend.

Certificate Placement Syllabus Projects Teachers Reviews

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