Data Science Course Online: Learn Data Science with Certificate
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Course Highlights

Learn online

At your own schedule

Mobile friendly

No laptop? No problem

Certificate of Training

From Internshala Trainings

Placement assistance

To build your career

Build 2 projects

For hands-on practice

Doubt clearing

Through Q&A forum

Beginner friendly

No prior knowledge required

6 weeks duration

1 hr/day (flexible schedule)

Downloadable content

With lifetime access

Why learn Data Science?

400% increase in demand

With every organisation betting big on Data Science to create more value for business, the demand for Data Scientists has skyrocketed.

Lucrative salary

The average salary for Data Science roles is 10LPA+ according to Glassdoor.

Love for maths & programming

Data science is a heady mix of maths, statistics, and programming - it can't get more cutting edge than this.

Industry recognized & government approved certificate

Industry recognized & government approved certificate

Internshala Trainings certificate trusted by 100,000+ companies hiring on Internshala.

Government approved certificate from NSDC (National Skill Development Corporation) & Skill India.

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.

How will your training work?

Learn concepts

Go through training videos to learn concepts

Test yourself

Test your knowledge through quizzes & module tests at regular intervals

Hands-on practice

Get hands on practice by doing projects

1:1 doubt solving

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

Take final exam

Complete your training by taking the final exam

Get certified

Get certified in Data Science upon successful completion of training

Data Science Course Syllabus

86 video tutorials

2 projects

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

Get Started with Internshala Trainings
Overview of Data Science
Terminologies in Data Science
Applications of Data Science

Python for Data Science

13 Topics
2 Demo videos inside
Training Overview Video
Introduction to Python
Understanding Operators
Variables and Data Types
Conditional Statements
Looping Constructs
Functions
Data Structure
Lists
Dictionaries
Understanding Standard Libraries in Python
Reading a CSV File in Python
Data Frames and basic operations with Data Frames
Indexing Data Frame
Introduction to Statistics
Measures of Central Tendency I
Measures of Central Tendency II
Understanding the spread of data
Data Distribution
Introduction to Probability
Probabilities of Discreet and Continuous Variables
Central Limit Theorem and Normal Distribution I
Central Limit Theorem and Normal Distribution II
Introduction to Inferential Statistics
Understanding the Confidence Interval and margin of error
Hypothesis Testing
T tests I
T tests II
Chi Squared Tests
Understanding the concept of Correlation
Introduction to Predictive Modeling
Understanding the types of Predictive Models
Stages of Predictive Models
Hypothesis Generation
Data Extraction
Data Exploration
Reading the data into Python
Variable Identification
Univariate Analysis for Continuous Variables
Univariate Analysis for Categorical Variables
Bivariate Analysis
Treating Missing Values
How to treat Outliers
Transforming the Variables
Basics of Model Building
Linear Regression
Logistic Regression
Decision Trees
K-means
Data Set for Final Test
Final Project

Data Science Training Projects Details

Forecast hourly bike rental demand

Using weather data and historical usage patterns, forecast the hourly bike rental demand

Predict if a client will make a fixed deposit

Based on the age of the client, job type, marital status, etc., predict if the client will make a fixed deposit with the bank.

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.

Pranav Dar

Senior Editor, Analytics Vidhya

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

Reviews from students
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Data Science Course Overview

As projected by multiple research houses, the field of data science is bound to grow rapidly by the year 2025. This means there will be a sporadic increase in the number of data science jobs in India.

 

With the help of a good course, you can secure your future in data science and make the best of new opportunities. Internshala’s data science course is a government-approved certificate course from NSDC (National Skill Development Corporation) & Skill India. It aims to help learners develop their knowledge of data science and gain a competitive edge in the job market.

 

Data Science Online Course Outline

 

The course covers all the building blocks of data science, including Python, Statistics, Predictive Modeling, and Machine Learning. Students will gain a comprehensive understanding of all the concepts and learn how to apply them in practical scenarios.

 

The final stage of the course will allow the students to gain hands-on experience through a project. The course is suitable for both beginners and experienced professionals. At the end of the course, participants will have the skills and knowledge to pursue a career in data science.

 

Data Science Course Syllabus

 

1. Introduction to Data Science

The course begins with an introductory session on data science, including the commonly used terminologies and applications of data science.

 

2. Python for Data Science

In this next section, you will learn comprehensively about Python. It will cover all Python topics, including operators, variables, data types, conditional statements, loop construction, functions, data structure, lists, dictionaries, use of standard Python libraries, reading CSV files, and indexing data frames. 

 

3. Understanding the Statistics for Data Science

In this section, you will learn about measures of central tendency, probability (discreet and continuous variables), the central limit theorem, and the normal distribution. You will also cover the concepts of data distribution and correlation, as well as hypothesis testing, chi-square tests, and T-tests.

 

4. Predictive Modeling and Basics of Machine Learning

This section will walk you through the concepts of predictive modeling and machine learning basics, including types, stages, hypothesis generation, data extraction, and variable identification. It introduces univariate and bivariate analysis techniques and model-building concepts like linear regression in ML, logistic regression, decision trees, and K-means.

 

5. The Final Project

After the completion of the previous three modules, you will be able to build a data science project to demonstrate what you have learned and earn your certificate.

 

Job Roles After Completing Data Science Online Training

 

With every organization aspiring to expand their businesses and create more revenue, the demand for data science professionals is rising. After completing the data science course, there are many lucrative opportunities available such as:

 

 

Why is Internshala’s Data Science Course the Best?

 

The data science online training will help you get ready to apply for your dream job. It provides hands-on training and offers numerous benefits like:

 

Data Science Training FAQs?

Data science is the extensive study of data using programming skills, expertise in the domain, mathematics, and statistics to extract insights that can be used in business. It helps to extract knowledge from unstructured data to find meaningful and relevant information that is required. In today's world, companies have started implementing data science techniques that will help expand their business and elevate their customer's satisfaction.
Data science is a practical field and to attain knowledge you can sign up for an online data science course which will help you learn all the basics of this field with proper training videos, module tests, and quizzes in a comprehensive manner. With the help of a certified course, you will get more hands-on experience and get to work on live projects which will increase your chances of getting hired as a fresher. Additionally, this field stems from multiple disciplines of mathematics, computer science, and statistics so you can start reading books to acquire knowledge in these subjects.
It’s important to know statistics, linear algebra, programming, data wrangling, data visualization, machine learning, and cloud computing when it comes to becoming a data scientist. You should also have the motivation to solve complex problems every day as this is going to be the baseline of your career as a data scientist.
As a data scientist, depending on your company's needs and requirements, your roles and responsibilities can be as follows:
  1. Work on creating solutions to various business problems
  2. Actively collect and analyze huge amounts of data every day
  3. Develop the correct data strategy
  4. Stay up-to-date with the latest news on data science and technology
Yes, you can pursue a data science course after your graduation to take specialized training in this professional field.
Yes, Internshala's Data Science course will help you learn everything you need to know about data science even if you do not possess any prior knowledge.
You should enroll in this data science certification course because:
  • You don't need any prior knowledge, even a beginner can apply.
  • You can access the course material even after the course ends.
  • You will gain hands-on experience with the data science project.
  • You will receive placement assistance after successfully completing the course.
  • It is a self-paced course.
Python is the most popular programming language used in data science. It is versatile and can be used for data manipulation, data visualization, machine learning, and deep learning.
The top companies that hire data scientists are:
  • Microsoft
  • Google
  • Amazon
  • Oracle
  • Apple
  • Deloitte
  • Accenture
  • IBM
  • Wipro
  • JP Morgan Chase and Co
  • Dell
  • Intel
  • Infosys
  • Walmart
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.
You don't need a laptop to complete this training but for assignments and practice, 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 Data Science would be taught to you from scratch.
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 within 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.
Yes, you would be able to download the training content and have lifetime access to it for future reference.
  • 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.
  • 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 3 lac 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 "Need further assistance?" section. 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 "Need further assistance?" section. Once verified, we will update your payment status from the backend.
No, you will be only getting a soft copy of the certificate which you can download and print out if required.
To be eligible for NSDC & Skill India certificate, you need to fill in the required additional information including your salutation, date of birth and father's name within 3 days of enrollment. This form will open when you log in to your account. You will also need to complete your final test by the original course end date and score a minimum of 33% in the test. Please also note that the partnership came to effect on 8th May so only trainings purchased on or after 8th May '23 are eligible for the certificate.
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