About Course
A Data Science & Generative AI Professional analyzes large datasets, builds predictive models, and creates intelligent AI systems that generate content such as text, images, and insights.
This Data Science & Generative AI Program is designed to provide a strong foundation in Python programming, data analysis, machine learning, and modern Generative AI technologies such as LLMs and prompt engineering.
Participants will learn how to collect, process, analyze, and visualize data, build machine learning models, and implement AI applications using generative models and APIs.
By the end of the program, learners will be able to build real-world data science and AI projects and prepare for roles such as:
- Data Scientist
- AI Engineer
- Machine Learning Engineer
- Data Analyst
Course Content
INTRODUCTION TO DATA SCIENCE & AI
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Introduction to Data Science
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Role of Data Scientists
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AI vs Machine Learning vs Deep Learning
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Data Science Lifecycle
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Tools used in Data Science
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Introduction to Python for Data Science
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Setting up Python environment (Anaconda, Jupyter)
PYTHON PROGRAMMING FOR DATA SCIENCE
DATA ANALYSIS WITH NUMPY & PANDAS
DATA VISUALIZATION
STATISTICS & PROBABILITY FOR DATA SCIENCE
MACHINE LEARNING FUNDAMENTALS
ADVANCED MACHINE LEARNING
DEEP LEARNING BASICS
GENERATIVE AI & LARGE LANGUAGE MODELS
AI APPLICATION DEVELOPMENT & DEPLOYMENT
CAPSTONE PROJECT
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