What You'll Learn
- Master Python programming, statistics, and data handling as the foundation for Data Science & AI
- Perform data cleaning, feature engineering, and exploratory data analysis (EDA) with real-world datasets
- Build and evaluate machine learning models for regression, classification, clustering, and forecasting
- Apply deep learning with Neural Networks, CNNs, RNNs, and LSTMs using TensorFlow/Keras.
- Work with Large Language Models (LLMs), practice prompt engineering, and explore generative AI use cases
- Solve industry-level case studies such as churn prediction, sales forecasting, and recommendation systems.
- Develop an end-to-end capstone project with data pipeline, model, dashboard, and business insights
- Build a portfolio and resume that showcase your skills and prepare you for career opportunities in Data Science & AI.
Requirements
- No prior experience in Data Science or AI is required — the course starts from the basics
- A basic understanding of high-school level math (algebra, probability, and statistics) will be helpful
- Familiarity with Python programming is a plus, but not mandatory — core concepts are covered early on
- A computer with internet access and the ability to install software such as Python, Jupyter Notebook, and required libraries.
- Most importantly: a growth mindset, curiosity, and commitment to completing the 100 days of structured learning.
Who This Course is For
- Beginners who want to start their journey into Data Science and AI with a structured, step-by-step roadmap
- Students & graduates from any field looking to build portfolio-ready projects and land entry-level roles in Data Science, Machine Learning, or AI
- Professionals in IT, business, or analytics who want to upskill and transition into high-demand AI-driven careers
- Entrepreneurs & innovators interested in applying AI solutions to solve business or industry problems.
- Lifelong learners passionate about technology and eager to complete a 100-day challenge that combines theory, hands-on labs, and a capstone project
Your Instructor
Data Science Academy
Bridging knowledge to industry with Data & AI education
4.3 Instructor Rating
286 Reviews
20,853 Students
9 Courses
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