Postgraduate Program In Data Science And Analytics offered by Imarticus Learning
- Private Institute
- Estd. 2012
Postgraduate Program In Data Science And Analytics at Imarticus Learning Overview
Duration | 6 months |
Total fee | ₹1.98 Lakh |
Mode of learning | Online |
Schedule type | Weekday - All |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
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Postgraduate Program In Data Science And Analytics at Imarticus Learning Highlights
- Earn a certificate after completion of course from Imarticus
- Fee payment can be done in installments
- 100% Job assurance
- Get an interview preparation and resume building
- Capstone project for real world scenarios
Postgraduate Program In Data Science And Analytics at Imarticus Learning Course details
For Engineers, Computer Science/IT graduates, Mathematics/Statistics/Economics graduates, MBA – Finance/IT
For Software Developer, Tester, QA, Networking professional, System Admin, Product and Program management professional, IT Tech Support professional
Build a solid foundation for programming
Build strong foundation of Excel for data analysis
Build a strong SQL foundation for data querying
Master Python programming
Build a strong foundation for Statistics
Learn machine learning algorithms and their applications
Master data visualisation with Tableau
This course is designed to provide participants with comprehensive knowledge and practical skills in the rapidly evolving field of data science and analytics
This course is designed to meet the needs of individuals interested in gaining advanced knowledge and practical skills in data science and analytics, preparing them for a wide range of career opportunities in this rapidly growing and dynamic field
This program covers a broad spectrum of topics essential for mastering data-driven decision-making processes in various industries
Postgraduate Program In Data Science And Analytics at Imarticus Learning Curriculum
Basics Programming
Introduction to Programming
Variables & Arithmetic Expressions
Functions
Data Types
Conditions and Conditional statements
Lists
OOPS
Excel
Basics of MS Excel
Reporting using Excel
SQL
Advanced SQL - Part 1
Advanced SQL - Part 2
Python Programming
Introduction to Python
Python Objects + List Comprehension
User-defined and Lamda Functions
NumPy
Pandas
Data Frame Manipulation
Visualisation - Part 1
Visualisation - Part 2
EDA
Statistics for Data Science
Introduction to Statistics
Probability Theory
Probability Distributions
Hypothesis Testing
Statistical Tests
Machine Learning
Introduction to Machine Learning
Linear Regression using OLS
Project on Linear Regression
Logistic Regression
Model Tuning Techniques
Project on Logistic Regression
Decision Trees
Project on Decision Trees
Random Forest
Project on Random Forest
K-means Clustering
Project on K-means Clustering
Hierarchical Clustering
Project on Hierarchical Clustering
Project on Hierarchical Clustering
Principal Components Analysis
Project on PCA
Time Series Modelling
Project on Forecasting
Cloud Basics
ML on Cloud
Deployment on Cloud
Data Visualisation with Tableau and Power BI
Tableau - Part 1
Tableau - Part 2
Project - Mortgage Analysis
Power BI - Part 1
Project - Stock Data Analysis
Exam - Tableau and Power BI Exam
Capstone Project 1 Allocation - Based on ML
Specialisation 1 - Advanced ML Track
Specialisation Track
Capstone Project
Career Services
Specialisation 2 - Data Analytics & ML Track
Specialisation Track
Capstone Project
Career Services
Postgraduate Program In Data Science And Analytics at Imarticus Learning Faculty details
Postgraduate Program In Data Science And Analytics at Imarticus Learning Entry Requirements
Fresh graduates with at least 50% marks in graduation
Working professionals with 0-3 years of experience
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Postgraduate Program In Data Science And Analytics at Imarticus Learning Contact Information
5th Floor, B-Wing, Kaledonia, HDIL Building, Sahar Rd
Mumbai ( Maharashtra)
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