IT & Software
Data Science Tools in Python
Instructor: Flipped by GAIUS
This comprehensive course takes you on a deep dive into the world of Frugal AI. You'll understand why sustainable AI practices matter, explore the hidden costs of traditional AI systems, and learn the technical foundations that make efficient AI possible. Perfect for developers, data scientists, and tech leaders who want to build responsible AI solutions.
5.6k+ students
10 videos
Self - Paced Accelerated Programmes
1 assessments
Course Benefits
The course provides the entire toolbox you need to become a data scientist
Python programming with NumPy pandas matplotlib and Seaborn
Advanced statistical analysis Tableau Machine Learning with stats models and scikit-learn
Deep learning with TensorFlow
Impress interviewers by showing an understanding of the data science field
Start coding in Python and learn how to use it for statistical analysis"
Course Content
10 modules • 10 videos • 1 tests
1
AI Cost Paradox
2
Assessment - I
3
What is Frugal AI
4
Assessment - II
5
The Frugal AI Technical Stack
6
Assessment - III
7
Frugal LLM Part 1
8
Assessment - IV
9
Frugal LLM Part 2
10
Assessment - V
11
Frugal Deployment
12
Assessment - VI
13
Responsible & Sustainable Frugal AI Systems
14
Assessment - VII
What you will learn
"Data Cleaning and Data Analysis using Pandas
Data Transformations using NumPy
Plotting 2D Graphs using Matplotlib
Introduction to Data Visualization using Seaborn
Interactive Data Visualization using Plotly