Advanced Certification Course in Deep Learning Prerequisites: Linear Regression in Python

Advanced Certification Course in Deep Learning Prerequisites: Linear Regression in Python

Kick-start your journey in Data Science & Machine Learning with India’s best selling Advanced Certification Course in Deep Learning Prerequisites: Linear Regression in Python from Data Science Training Institute through Hands on Industry Projects, Cutting Edge Curriculum, Industry Mentorship & Peer to peer networking today.

5 out of 6 learners get positive career growth Data Science Institute Results reviewed by Deloitte

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Programme Overview

Key Highlights


Best-in-class content by leading faculty and industry relevance in the form of Live Classroom experience, Guest trainers, Online sessions, Daily and Weekly evaluations, tutorial videos, Placement mock sessions and assured internship with final placement assistance.

Blended learning in Classroom and Online
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100% Live Classes No boring recorded sessions
Capstone project
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Linear regression analysis is used to predict the value of a variable based on the value of another variable. The variable you want to predict is called the dependent variable. The variable you are using to predict the other variable’s value is called the independent variable.

Module 1-  1-D Linear Regression: Theory And code 

Module 2-  Multiple linear regression and polynomial regression

Module 3-  Practical machine learning issues

Module 4-  Conclusion and Next Steps 

Module 5-  Setting Up your Environment(FAq by student Request)

Module 6-  Extra Help With Python Coding for Beginners (FAQ by Student Request)

Module 7-  Module 1-  Effective Learning Strategies for Machine Learning (FAQ by Student Request)

Module 8-  Appendix/ FAQ finale

Programming Languages and Tools Covered


Get IBM Certificate in Data Science from Data Science Institute 

Complete all the courses in the programme successfully to receive Advanced Certificate Programme in Data Science from IIIT Bangalore. It is India’s #1 Technical University (Private) as per the survey of India Today, 2021.
  • Connect with a global network of accomplished upGrad and IIITB Alumni
  • Upgrade to a widely recognised and valued Advanced Certificate Programme in Data Science
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Post Course 2 (Machine Learning), choose any one of the below 5 specialisations as per your background and career aspirations

Industry Projects

Learn through real-life industry projects sponsored by top companies across industries

PersIMDb Movie Analysis

Analyse movie data from the past hundred years and find out various insights to determine what makes a movie do well.

Uber Supply-Demand Gap

Use analytics to identify why Uber sometimes faces a supply-demand challenge and what can be done to overcome it.


Help the sales team of your company identify which leads are worth pursuing through this classification case study

Fraud detection

Decline fraud transactions on a credit card in real-time to minimize the losses so that customers are not charged for items that they did not purchase.

Data science training Institute Advantage

Strong hand-holding with dedicated support to help you master Data Science

DSTI Opportunities
  • Get Unmatched placement assistance in form of mock interview, Resume building, Soft skill clinics, Internships and final placements.
  • Gain exclusive access to our Job Opportunities portal which has 100+ openings from hiring partners at any given time
  • Be the first to know vacancies to gain an edge in the application process
  • Connect with companies that are the best match for you
Career Mentorship Sessions
  • Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
  • High Performance Coaching
  • Get a dedicated mentor after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
  • Personalised Resume building support
  • Mock Interview sessions
  • Get access to Industry Experts and discuss any queries before your interview
  • Career bootcamps to refresh your technical concepts and improve your soft skill
Industry Expert Guidance
  • Interactive Live Sessions with leading industry experts covering curriculum + advance topics
  • Personalised Industry in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
Networking & Learning Experience
  • Live Discussion forum for  peer-to-peer doubt resolution monitored by technical experts
  • Peer-to-peer networking opportunities with a alumni pool of 10000+
  • Lab walkthroughs of industry-driven projects
  • Weekly real-time doubt clearing sessions networking & Learning Experience

Career Impact

Learn more about successful career transitions in this program

Personalised Industry Sessions

Sessions by an industry expert for a small group of 10-12 learners with simila...

High Performance Coaching (1:1)

Get a dedicated career coach to help you stay on track to achieve your dreams ...

Career Mentorship Sessions (1:1)

Get personalised career landscaping from experts to chart out best training..


Support in polishing your hard skills and soft skills for interview preparation..

Admission Process

There are 3 simple steps in the Admission Process which is detailed below:

Fill the Application form

Fill out an application giving your basic profile details

Shortlisting & Block Payment to reserve seat

Receive offer letter and proceed with block amount INR 15,000/-


Balance to be closed within 7 days or batch start date whichever is sooner


What's Included in the Price

What’s Included in the Price



    Advanced Certificate Programme in Data Science from IIITB without quitting your job


    Cutting-Edge Curriculum in Data Science & Machine Learning Designed by Industry Experts with Live Sessions and Small Group Coaching session


    Hands-on experience on Industry Projects and Personalized Feedback for Improved 360 degree Learning


    Upgrade to Executive Post Graduate Programme in Data Science

Empowering learners of tomorrow

Over 2,300 students have completed this course and started working at their dream job, whats stopping you?


Students Reviews

Frequent questions help to resolve doubts and cater to the best.

FAQ - Data Science Colleges In Delhi!

The course of data science is independent regardless of the background. All you need is to have an interest in data, statistics, and management of the same.

The data science course comes with knowledge for everyone. Even the beginners who do not know to code can learn it in the fundamentals. Once you know, you are all set to rock!

Yes, of course! Data scientists grow through various stages, just like others. They grow from Data scientists to senior and then to chiefs. They can also become a data science leader and further set up a venture.

Knowledge of data science is a quality that firms look around in the candidates today. Having a certification will help you add value to your resume, enhance knowledge, and outshine others.

Statistics is the core to realizing the best in data science. You only need to know the basics like mean, median, mode, forecasting, hypothesis, etc. All you need is to have the interest!

Data Science Training

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