Data Science | Course | Prepleaf

Data Science

Course Price: ₹9999 ₹4949
Registration Open
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The course has

  • 8-week long Data Science and Machine Learning masterclass covering fundamental concepts
  • Mentorship and timely feedback throughout the course
  • Certificate after successful completion of the course

Complete Course Syllabus and Outline

  • Introduction to the course
  • Understanding a Data Science project. What are the key components?
  • Developing data understanding through Exploratory Data Analysis (EDA)
  • Enriching predictive power of datasets through Feature Engineering
  • Supervised Learning v/s Unsupervised Learning
  • Unsupervised Learning: Clustering Techniques
  • Supervised Learning: Regression Techniques
  • Supervised Learning: Classification Techniques
  • Identifying top predictive signals for modeling using Feature Selection Techniques
  • Important Error Metrics for evaluating model performance
  • Natural Language Processing
  • Bonus Topics: Time Series Modeling, Recommendation System, Neural Networks and Deep-Learning

We Strongly Suggest You Sign Up

  • If you have no internship experience
  • If you have no coding experience and you don't plan to sit for coding or core companies
  • If you want Day-1 success by following a strict, industry-ready, disciplined curriculum

Program Duration

2 Months (8 weeks)
At 20 hours per week


Students, graduates, and working professionals
Aiming to start a career in Data Science and Machine Learning across domains (like Finance, E-Commerce, Healthcare, etc.)


The course starts from the very basics. So all you need is motivation and time on your hands
Full list of offerings

Your Mentor

Profile picture of Novnit Kashyap

Senior Analyst at
IIT Kanpur

Novnit is currently a Senior Analyst at and has over 3 years of experience in Data Science consulting. He has engaged with several Fortune 500 clients across industries. He has worked on problems such as demand forecasting, sensitivity modelling, size-of-wallet forecasting, response modelling and many NLP use cases. He is proficient in programming tools like Python, R, SAS and SQL. He graduated from IIT Kanpur in 2017. He was conferred the prestigious Director’s Gold Medal for outstanding all-rounder and leadership achievements among graduating students. He is passionate about music and actively pursues his interests in guitar and songwriting. He is also an avid traveler and enjoys trekking.

What Our Customers Say About Courses

Profile picture of Sanjay Raghuwanshi
Sanjay Raghuwanshi
P4 Student
IIT, Guwahati
It was a nice experience for me especially in learning Python, Tableau, VBA and Advance Excel with hands-on assignment within the time limit. The guidance from mentors in each and every topic was marvellous. This course made my pandemic day worthful and I must say that this course is going to add a new edge to your skills.
Profile picture of Dheivameena Karuppanchetty
Dheivameena Karuppanchetty
P4 Student
NIT, Jaipur
Being a recent graduate in this crisis situation, I did not have clarity on how to start a career in the analytics field. This course has enabled me to upskill and interact with people through practical work. Unlike exercises, the assignments and projects reveal the real learning. It was where I discovered whether I truly understood the material. The mentors have done a commendable job mentoring us and guiding us through a correct path. This course produces real learning and confidence to apply it in the real world
Profile picture of Ankit Kumar Tripathi
Ankit Kumar Tripathi
P4 Student
MNNIT Allahabad
It was really amazing.From level of questions to their precise solutions and then after analysis part was the best thing.As it comprises of even per question screen time, and we can compare with others that how much time worthy the question was and where we took it. Daily ranking published also helped to develop a nice competitive environment.Thank you for all that.
Anirudha Panja
P4 Student
IIT, Guwahati
This is such a nice course related to data analytics involving all the major skills such as SQL, EXCEL, Tableau, python along with the aptitude and interview preparation. The best part of this course is that along with the coursework the assignments are given which also acts as hands-on-project which helps in the proper implementation of the techniques learned. For any beginner in the field of analytics according to me, this is one of the best courses available.
Profile picture of Pritesh Chhajed
Pritesh Chhajed
P4 Student
IIT, Guwahati
I loved the course and learned important skills like SQL, Excel, Tableau, Python with aptitude and interview preparation. The assignments given are really insightful and a confidence booster. A must for those who want to enter into the field of analytics.
Profile picture of Nitin Srivastava
Nitin Srivastava
P4 Student
NIT, Rourkela
I was completely new to the programming world but mentors have boosted my confidence that I have fallen in love with programming. I have acquired skills in SQL, VBA, Python and Tableau. The best part is the assignments given by mentors and their helping attitude to take us closer to our dreams of becoming a Data Analyst.


₹9999 ₹4949 only

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