edu plus now | Post Graduate Program in Data Science

Post Graduate Program in
Data Science

Accelerate your Career. Stay Ahead of the Curve


Jointly Delivered by


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Enroll Now
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Classroom and Online Course

6 MONTHS

WEEKDAY BATCH (MON - FRI)


6 MONTHS

WEEKEND BATCH (SAT - SUN)





Description

The Post Graduate Program in Data Science is jointly created & delivered by Indian Statistical Institute, Pune and edu plus now along with industry experts.

Our tailor-made curriculum includes functional analytics, SQL, Statistical Analysis, Text Mining, Regression Modeling, Hypothesis Testing, Predictive Analytics, Machine Learning using R, Python, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modeling, Tableau, Spark, Hadoop, etc. which will help you acquire in-demand skills and start a career as an accomplished data scientist.


Highlights
datascience10 Separate batches for working professional
datascience4 Advisory Board members from Industry & Academia
datascience5 Capstone Project spanning throughout the course duration
datascience6 Industry-Endorsed Curriculum
datascience7 Aptitude and Soft Skills Development
datascience8 Leading Technical Faculty with Domain Expertise
datascience9 Placement Assistance

Tools Covered



Syllabus


Data Engineering
  • SQL Overview
  • SQL SELECT Statements
  • SQL Functions and Expressions
  • SQL Updating
  • SQL Sub Queries and Unions
  • SQL Summarization
  • Hadoop Architecture
  • Basic Features: HDFS Data Characteristics
  • Map Reduce Architecture
  • HDFS Architecture
  • Hive Architecture
  • Introduction to MongoDB
  • Introduction to NoSQL
  • Mongodb Query Document
  • Creating, Reading and Updating Data
  • Spark Architecture
  • RDD Fundamentals
  • Basic Scala Programming
  • Spark SQL introduction
  • Spark SQL Data frames
  • Spark Job Extraction
  • Into Spark Streaming
  • Intro to Recommendations system
Data Analytics, Machine Learning & Deep Learning
  • Basic Statistical concepts
  • Exploratory Data Analyses
  • Estimation and hypotheses testing
  • Multiple Linear Regressions
  • Categorical Data Analyses
  • Introduction to Logistic Regression for Classification and Risk Analysis
  • Regression Analysis
  • Classification using Linear and Quadratic Discriminant Analysis
  • Classification using Support Vector Machines
  • Tree Based Methods
  • Principal Component Analysis and Factor Analysis
  • Introduction to R and R studio
  • Vectors
  • Testing of hypothesis and Confidence Interval
  • Linear Regression
  • Logistic Regression
  • Decision Trees/CART
  • Supervised and Unsupervised learning
  • Naïve Bayes Classifier
  • Principal Component Analysis
  • Factor Analysis
  • Discriminant Analysis
  • Time Series Analysis
  • k-means clustering
  • Market Basket Analysis
  • Excel Worksheet Structuring
  • Formatting Tips
  • Reference Functions
  • Pivot Tables, Pivot Charts,Template, Consolidation
  • What if Analysis
  • Database Functions
  • Macro’s
  • Variables, Data structures & Control flow
  • Functions, Procedural Approach,Modules, File Handling
  • Algorithms, Debugging & Bug Fixing
  • Machine Learning
  • Types of Machine Learning
  • Phases of Machine Learning Project
  • Doing Machine Learning using Tool
  • Machine Learning Ecosystem in Python
  • Pandas for Data Preprocessing & Cleanup
  • Machine Learning Model Creation
  • Machine Learning Algorithms
  • Setting up the Environment
  • Theoretical Foundation of Deep Learning
  • Understanding Neural Networks ANN, CNN, RNN
  • Natural Language Processing
  • Computer Vision
  • image processing /text processing
Data Visualization
  • Introduction
  • Visualization Design and Data Types
  • Tableau and Data Connections
  • Chart Types, Dashboards and Work Sharing
  • Introduction to Power BI
  • Extracting Data
  • Power Query for Data Transformation
  • Power Pivot for Data Modeling
  • Data Visualization with Analytics

Learning Outcomes


  • Gain expertise in Data Engineering, Data Analytics Machine learning & DataVisualization.
  • Master descriptive and inferential statistics, hypothesis testing, regression analysis, data blending, data extracts, and forecasting

Assessment

Periodic assessment and case studies evaluations by the Indian Statistical Institute,Pune (ISI) and edu plus now have been built in throughout the duration of the course.

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Awarded Jointly by The Indian Statistical Institute,Pune and edu plus now

Admission Process


Submit Application

The online application
form should be submitted
before the due date

Application Review

An admission panel will
review applications to
shortlist candidates

Screening

A face-to-face interview
will be held to select
candidates

Admission

The selected candidates
will be informed through
mail

Course Fees

INR 2,00,000 (+GST)

Interested in This Program?







Location

Vishwakarma Institute of Technology, 666, Upper Indiranagar, Bibwewadi, Pune, Maharashtra, INDIA - 411 037


Why edu plus now


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Industry-Ready Courses

Learn industry-relevant skills that’ll make your resume stand out and ensure you’re ready to tackle the job market.

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Flexible Learning

Access online learning resources anywhere, anytime to gain valuable skills and transform your life in meaningful ways.

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Qualified Instructors

Connect with experts and qualified instructors from reputed universities to stay on top of the ever-evolving future of work.

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Adavanced study plans

Learn complex technical skills with videos, quizzes and assignments to develop your career and build towards a degree.

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Focus on target

Select the best online courses in India that are not only informative and helpful to your long-term career goals but also help close the skill gap in the industry.

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Knowledge Platform

Take advantage of a complete in-built environment for programming and get hands-on experience to solve real-world problems practically.

About the Organization


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It is a Central Government institute, devoted to research, teaching & application of not only statistics and allied sciences, but also the natural sciences, social sciences and their interface with the statistics. Founded by Professor P.C. Mahalanobis in Kolkata on 17th December, 1931, the institute gained the status of an Institution of National Importance by an act of the Indian Parliament in 1959.


ISI Pune is a unit of Indian Statistical Institute,Pune, active in Teaching, Training, Research and Consulting on application of statistics, operations research & allied science to solve problems of the industry across the spread and depth of the industries. ISI Pune bring sanctity of statistics in the mother initiatives such as TQM, TPM, Six Sigma, Quality Management, Management Systems, Business Management, Data Analytic, Data Science.


FAQs



  • In this course, you will learn functional analytics, SQL, Statistical Analysis, Text Mining, Regression Modelling, Hypothesis Testing, Predictive Analytics, Machine Learning using R, Python, Deep Learning, Neural Networks, Natural Language Processing, Predictive Modelling, Tableau, Spark, Hadoop, etc. All these tools will help you acquire in-demand skills and start a career as an accomplished data scientist.
  • The course will help you gain expertise in Data Engineering, Data Analytics Machine learning & Data Visualization.
  • All Graduates / Post Graduates – Engineering, IT, Computer Science, Mathematics, Statistics, Actuarial Science, Economics, Life Science, Electronics and MBA (All Streams) are eligible for the course.
  • There is a one-on-one selection process for the course.
  • The course duration is 6 months. There are two separate batches for weekdays and weekends.
  • Periodic assessment and case studies evaluations by the Indian Statistical Institute,Pune (ISI) and edu plus now have been built in throughout the duration of the course.
  • After completing this course, you can work as Data Analyst, Data Engineer, Data Scientist, Business Analyst and Machine Learning Engineer in IT Companies, In-house analytics units of corporations, Niche analytics firms, MNC financial institutions, Pharma, Retail, Healthcare, Oil & Gas Industry, Telecommunication, Insurance & Manufacturing Companies.
  • We do offer placement assistance with this course.
  • Yes. A certification is awarded Jointly by the Indian Statistical Institute,Pune and edu plus now after course completion.