About Course
Overview
The Professional Certificate in Data Science and Generative AI is an advanced, industry-focused program designed to equip learners with both core data science expertise and the latest skills in generative AI. This program blends traditional analytics, machine learning, and AI foundations with cutting-edge techniques in large language models (LLMs), generative adversarial networks (GANs), and prompt engineering.
Learners will gain practical, hands-on experience through projects, real-world datasets, and AI-driven applications—preparing them for high-demand careers in data science, AI engineering, research, and innovation.
Course Details
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Duration: 6–9 months (flexible, depending on pace)
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Mode of Learning: Online / Classroom / Blended
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Assessment: Assignments, projects, quizzes, and final capstone project
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Tools & Technologies Covered: Python, TensorFlow, PyTorch, Scikit-learn, Hugging Face, OpenAI API, LangChain, Tableau, SQL
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Certification Body: University/Institute or EdTech Partner
Course Content
Module 1: Foundations of Data Science
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Introduction to Data Science lifecycle
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Data collection, cleaning, and preprocessing
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Probability, statistics, and hypothesis testing
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Exploratory Data Analysis (EDA) with Python and R
Module 2: Machine Learning Essentials
Module 3: Deep Learning & Neural Networks
Module 4: Generative AI Fundamentals
Module 5: Large Language Models (LLMs) & Prompt Engineering
Module 6: Applied Generative AI
Module 7: Data Visualization & Business Intelligence
Student Ratings & Reviews
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