1 Year Program:
Awarded by Jain University and IMS Proschool
Covers Python, R, SQL, Power BI, Tableau, Tensorflow
Project based Learing:
Case-study approach to learn practical skills
Mentoring with historical salary range of 4 – 10L
About the Course
Data Science involves use of tools/technologies for managing large amounts of data, statistica techniques to analyze and interpret this data and understanding of domains such as finance,marketing, and pharma which provides the context for such analysis.
Over 250 hrs of live faculty lectures, 24×7 access to video content
Combines theory, programming skills and business application
Comprehensive curriculum covering Analytics, AI and ML, Big Data and more
Learn from practicing Data Scientists, Data Engineers and CTO’s
Personal placement mentor + access to over 100 curated Data Science jobs
Term 1 : Business Analytics
› Statistics and statistical methods
› Python – conditional loops, functions, file input and output
› Exploratory analysis – Univariate, Bivariate, Outliers
› Linear regression – Output interpretation, validation
› Logical regression – model valuation, confusion matrix
› Time Series – Forecasting and ARIMA
› Classification – Decision trees, Random Forest, Assembling
› BI and Tableau – Workflows, Visualization, Dashboards
› SQL – Joins, functions, operators
› 20 cases studies / projects
Term 2 : AI and Advanced ML
› Regularization Boosting – Hyper parameter Tuning
› Support Vector Machine – Linear and Non-Linear Classifier
› Principle Component Analysis (PCA) – Factor Analysis
› Neural Networks –Tensor Flow, Kera’s, Deep Learning, Neural Networks
› Recommendation Systems / NLP – Data Processing, Sentiment Analysis
›10 cases studies / projects
Term 3: Data Tools and Projects
› Big Data – Hadoop, Hive, Spark, Scala
› Microsoft Azure – ML Classic Studio
› Data Visualization – Power BI
› 4 case studies / project
› Final Project – Deployment level, Internship level
PG certification from Jain University
Ranked among the top universities in India and considered a cerebral destination for students across the world and Bangalore in particular. Jain (Deemed-to-be University) is a hub for learning in every sense of the word. It is known for its emphasis on education, entrepreneurship, research and sports. It has some of the best minds in the educational and research fields.
About IMS Proschool
IMS Proschool is one of the leading NSDC-approved institutes of skill development in India, with a strong presence in technology, finance and accounting domains. Proschool brings a strong understanding of the industry needs and a unique “active learning” approach to skill development.
What is the PG Program in data science with Jain University?
The PGP- Data science with Jain University is a 12 month rigorous program. It spans across two semesters, involving a large amount of time spent on practical application. The program is designed keeping in mind students coming from diverse backgrounds, including people with no experience in coding.
What to expect in the PGP Data science program?
The program will be a challenging, rigorous program with industry projects and assignments coupled with industry mentors for your success
What type of learning experience can I expect?
Data science is a competitive field and requires the candidate to spend more time doing than listening. Hence you can expect an active learning approach in the program, spending more time getting your hands dirty.
What is the validity of this program?
The program is offered in association with Jain university bangalore, which is a deemed to be university & the Program is recognised by UGC.
What time of career support can I expect?
Proschool and Jain university together have a full time career support centre, which will get you the best opportunities for you to transition into the data science field.
How do I Know if this program is right for me?
If you like digging deep into a problem by using a data centric approach, then this is the program for you.
I do not have any coding experience, does that pose any challenge?
Programming or coding is something that everyone will have to eventually learn, as this entire generation and future generations to come will be surrounded by machines. Having said that, no coding experience is required to join this program.