Data Science

Data Science & AI

Comprehensive Data Science and AI Program

8 months

1800+ students

Beginner to Advanced

Last updated February 2024

Course Overview

This comprehensive Data Science and AI program is designed to equip you with the skills needed to excel in the field of data science. From statistics and machine learning to deep learning and natural language processing, this course covers all the essential topics. You'll work on real-world projects, analyze complex datasets, and build predictive models that solve business problems.

What you'll learn

Master Python for data analysis and machine learning

Understand statistical concepts and their application in data science

Build and deploy machine learning models

Work with big data technologies

Implement deep learning algorithms

Develop natural language processing applications

Create data visualizations and dashboards

Apply data science techniques to solve real-world problems

Prerequisites

Basic computer knowledge
High school level mathematics
Analytical thinking

Tools & Technologies

Python
Jupyter Notebook
TensorFlow
PyTorch
Pandas
Scikit-learn

Career Opportunities

Data Scientist
Machine Learning Engineer
AI Specialist
Data Analyst
Business Intelligence Analyst

Course Curriculum

8 modules • 110 lessons • 220 hours

Introduction to Python

1 hr

Preview

Data Types and Variables

1 hr 15 min

Control Flow and Functions

1 hr 30 min

Data Structures in Python

1 hr 45 min

File Handling and Exception Handling

1 hr 15 min

Object-Oriented Programming

1 hr 30 min

Python for Data Analysis

3 hrs

Module 1 Quiz

30 min

Meet Your Instructor

Priya Ranjan

Google

Data Scientist

Machine Learning

Deep Learning

NLP

Python

Statistics

Priya is a Data Scientist at Google with expertise in machine learning and artificial intelligence. She has worked on several high-impact projects involving natural language processing and computer vision. With a Ph.D. in Computer Science, she brings both academic depth and industry experience to her teaching.