

IIT Roorkee - Executive Post Graduate Certification in Data Science & Artificial Intelligence
- Offered byIntellipaat
- Private Institute
Executive Post Graduate Certification in Data Science & Artificial Intelligence at Intellipaat Overview
Duration | 11 months |
Total fee | ₹1.59 Lakh |
Mode of learning | Online |
Official Website | Go to Website |
Credential | Certificate |
Executive Post Graduate Certification in Data Science & Artificial Intelligence at Intellipaat Highlights
- Earn a certificate from IIT Roorkee
- No-cost EMI option available
- 1:1 mock interview
- 2 Days Campus Immersion at iHUB, IIT Roorkee
- 3 Guaranteed Job Interviews upon movement to Placement Pool
- 50+ industry projects & case studies
Executive Post Graduate Certification in Data Science & Artificial Intelligence at Intellipaat Course details
Individuals with a bachelor’s degree and a strong interest in learning AI and data science
IT professionals looking to make a career transition as data scientists and artificial intelligence engineers
Software Developer, Project managers, Non-Technical Professionals & Entry-level professionals looking to build their careers in artificial intelligence and data science
Undergraduate freshers with an interest in Data Science & AI
Python
Data Science
Data Analysis
AI
GIT
MLOps
Data Wrangling
SQL
Story Telling
Machine Learning
Prediction algorithms
NLP
PySpark
Model
Data visualization
Azure Data Factory
In this course students will master machine learning and artificial intelligence skills with this advanced data science and artificial intelligence course from iHub IIT Roorkee
In this course students will build a strong foundation in data science by learning in-demand skills, solving real-world challenges, and working on real-world projects
Executive Post Graduate Certification in Data Science & Artificial Intelligence at Intellipaat Curriculum
Preparatory Session - Linux and Python
Introduction to Python and IDEs – The basics of the python programming language, how you can use various IDEs for python development like Jupyter, Pycharm, etc
Python Basics – Variables, Data Types, Loops, Conditional Statements, functions, decorators, lambda functions, etc.
Data Transformation Using SQL
Fundamentals of Structured Query Language
SQL Tables, Joins, Variables
Python Libraries For Data Science
Data Handling with NumPy
Data Manipulation Using Pandas
Inferential Analytics
Statistics and Descriptive Analytics using MS Excel
Python for Descriptive, Diagnostic, and Inferential Statistics
Machine Learning
Introduction to Machine learning
Regression
Classification
Supervised Learning
Linear Regression – Creating linear regression models for linear data using statistical tests, data preprocessing, standardization, normalization, etc.
Logistic Regression – Creating logistic regression models for classification problems – such as if a person is diabetic or not, if there will be rain or not, etc.
Advanced Machine Learning Algorithms
XGBoost – Extreme Gradient Boosting or XGBoost algorithm works on an ensemble approach that combines the predictions of weak models to produce a strong prediction.
ADAboost – An ensemble machine learning algorithm that converts the weak learners to strong learners for better performance.