Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekdays, Weekends |
Course Overview
The Post Graduate Program in Data Science online course is co-created and offered by Edu plus now and the Indian Statistical Institute, Pune, in collaboration with industry professionals. The course follows a weekend batch module, candidates must attend the 8 am to 1 pm class for the duration of 9 months to complete the Post Graduate Program in Data Science training.
The customized Post Graduate Program in Data Science syllabus includes SQL, functional analytics, Data Analysis, Regression Modeling, Text Mining, Hypothesis Testing, Machine Learning using R, Predictive Analytics, Python, Neural Networks, Deep Learning, Natural Language Processing, Tableau, Predictive Modeling, Big Data Hadoop, Apache Spark and other skills that will help candidates obtain in-demand skills and launch a career as a skilled data scientist.
The Post Graduate Program in Data Science online training includes various projects such as Market & Customer Analytics, Information Technology, Human resource management, Retail Management, Supply Chain Management, Finance, Healthcare Management, Insurance, Sales, Research & Development, etc.
The Highlights
- Course provider Edu plus now
- Offered by ISI, Pune
- 6 months duration
- Weekend batch
- Industry-Endorsed Curriculum
- Placement Assistance
- Projects spanning
- Live interactive session
- Access to Lecture Recordings
- Domain Experts Faculty
- Separate batches for working professional
- Advisory Board members from Industry & Academia
Programme Offerings
- online learning
- assignments
- Practicals
- Certification
- Capstone Projects
- Live Session
- Lectures
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Indian Statistical Institute, Puneedu plus now |
Post Graduate Program in Data Science Fees
| Heads | Amount in INR |
Jointly certification by Edu Plus Now and Indian Statistical Institute Fee | Rs. 2,00,000 + GST |
Eligibility Criteria
Certification Qualifying Details
Candidates who successfully finish the Post Graduate Program in Data Science course will obtain a completion certificate from Indian Statistical Institute, Pune via Edu Plus Now.
What you will learn
After completing the Post Graduate Program in Data Science online training, Students will learn about SQL Functions and expressions, SQL Sub Queries and Unions, Hadoop Architecture, HDFS Architecture Hive Architecture, Introduction to MongoDB, Introduction to NoSQL, Spark Architecture, Spark SQL introduction, Introduction to Cloud Computing and AWS, etc.
Who it is for
- Aspirants who want to become Data Engineer, Data Analyst, Machine Learning Engineer, Data Scientist, Business Analyst can join the course.
- Candidates that are eager to master Python machine learning methods.
- Individuals with an interest in the practical uses of machine learning in real-world situations are encouraged to apply.
- Professionals and students who want to go beyond the fundamentals and obtain a comprehensive grasp of a variety of machine learning techniques.
- Anyone looking to add value to their business by leveraging sophisticated Machine Learning technologies.
- Aspiring engineers who are interested in a career in Machine Learning.
- Teachers who want to get certified in Machine Learning.
Admission Details
To get admission to the Post Graduate Program in Data Science course by Edu Plus Now, follow the step by step procedure mentioned below:
Step 1. Open the Edu Plus Now official course page by following the link below.
(https://www.eduplusnow.com/course-details/post-graduate-program-in-data-science)
Step 2. Click on the Enroll Now button and choose your study plan.
Step 3. Fill in the required details and submit.
Step 4. Pay the fee and start learning on the scheduled date.
The Syllabus
SQL
- SQL Overview
- SQL SELECT Statements
- SQL Functions and expressions
- SQL Updating
- SQL Sub Queries and Unions
- SQL Summarization
Hadoop
- Hadoop Architecture
- Basic Features: HDFS Data Characteristics
- Map Reduce Architecture
- HDFS Architecture Hive Architecture
MongoDB
- Introduction to MongoDB
- Introduction to NoSQL
- MongoDB Query Document
- Creating, Reading, and Updating Data
Spark
- Spark Architecture
- RDD Fundamenta
- Basic Scala Programming
- Spark SQL introduction
- Spark SQL Data frame
- Spark Job Extraction
- Into Spark Streaming
- Intro to Recommendations system
Cloud - Amazon Web Services(AWS)
- Introduction to Cloud Computing and AWS
- Amazon Elastic Book Store
- Amazon Elastic Compute Cloud
- Storage and Load Balancing, Scaling and DNS
- Amazon Virtual Cloud
- Amazon Elastic File System
- Database – RedShift
- Code Deployment
- Project
R Studio
- 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
Statistics concepts
- Basic Statistical concepts
- Exploratory Data Analysis
- Estimation and hypothesis testing
- Multiple Linear Regression
- 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
Advance Excel
- Excel Worksheet Structuring
- Formatting Tips
- Reference Functions
- Pivot Tables, Pivot Charts, Template, Consolidation
- What if Analysis
- Database Functions
- Macros
Python Programming
- Variables, Data structures & Control flow
- Functions, Procedural Approach, Modules, File Handling
- Algorithms, Debugging & Bug Fixing
Machine Learning using Python
- 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
Deep Learning
- Setting up the Environment
- Theoretical Foundation of Deep Learning
- Understanding Neural Networks ANN, CNN, RNN
- Natural Language Processing
- Computer Vision
- Application to Image processing/Text processing
Tableau
- Introduction
- Visualization Design and Data Types
- Tableau and Data Connections
- Chart Types, Dashboards, and Work Sharing
Power BI
- Introduction to Power BI
- Extracting Data
- Power Query for Data Transformation
- Power Pivot for Data Modeling
- Data Visualization with Analytics
Instructors
Indian Statistical Institute, Pune Frequently Asked Questions (FAQ's)
The duration of the Post Graduate Program in Data Science course is 6 months.
Edu Plus Now is the course provider of the Post Graduate Program in Data Science online training.
Candidates must be graduates to enrol in the Post Graduate Program in Data Science online course.
The Indian Statistical Institute offers the Post Graduate Program in Data Science via Edu Plus Now.
A weekend batch pattern is followed by the Post Graduate Program in Data Science course.