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Python for AI and Data Science
Course Description
This course is designed to introduce school and college students to the world of data-driven problem solving using Python. It focuses on building a strong foundation in Python programming, Exploratory Data Analysis (EDA), and basic Machine Learning model building.
Students will start by learning Python from scratch, gradually progressing to working with real datasets using popular libraries like Pandas and NumPy. They will learn how to clean data, analyze patterns, and visualize insights using graphs and charts. In the final phase, students will build simple Machine Learning models to make predictions and understand how data can be used to solve real-world problems. The course follows a hands-on, beginner-friendly approach, making it ideal for students who are new to programming or data science. By the end of the course, learners will be confident in writing Python code, performing basic data analysis, and building their first ML models.
This course also serves as a perfect foundation for advanced programs in Data Science, Machine Learning, and Artificial Intelligence.
Tools & Technologies Covered
- Programming & Data Science:Python, NumPy, Pandas, Matplotlib, Seaborn
- Machine Learning Frameworks:Scikit-learn, TensorFlow
- Data Handling & Databases:SQL, NoSQL, Excel
- Version Control & Collaboration:Git, GitHub
- Productivity Tools: Jupyter Notebooks, Google Colab
Minimum Qualification & Requirements:
- Open to college/university students, fresh graduates
- A computer with internet access and ability to run AI/ML tools
- No prior experience required — curiosity, math aptitude, and logical thinking are enough
Additional Program Benefits
- Enrolling in our certification programs doesn’t just give you world-class learning — it also comes with exclusive career and learning support designed to help you succeed.
- 100% Job Assistance
- Resume Preparation
- Lifetime Access to Learning Material –Revisit course content anytime to refresh your skills.
Modes of Learning:
- Classroom Learning –In-person, interactive sessions at our academy
- Online Instructor-Led –Live virtual classes with real-time guidance
- Online Self-Paced –Pre-recorded lessons to learn anytime, anywhere
Topics:
Python introduction & setup
Variables, data typesOperators & expressionsConditional statementsLoopsFunctionsLists, tuples, dictionariesSimple file handling (CSV)Mini Project: Student marks analyzer🕒 Duration: 3 Weeks
📝 Goal: Learn Python from scratch with focus on data.
Topics:
What is Data Analysis & EDA
Introduction to NumPyPandas: reading & manipulating dataHandling missing valuesBasic statisticsData visualization:
○ Bar charts
○ Line plots
○ Histograms
○ Box plots
Tools: Pandas, NumPy, Matplotlib
Mini Project: Sales or attendance data analysis
Topics:
What is Machine Learning
Types of ML (overview)Train-test splitLinear RegressionLogistic RegressionK-Nearest Neighbors (KNN)Model accuracy & evaluationTool: scikit-learn🕒 Duration: 3–4 Weeks
📝 Goal: Build simple ML models without heavy math.
📝 Mini Project: Predict exam scores or pass/fail outcomeStudents will:
Choose a datasetPerform EDABuild one ML modelPresent insights + predictions🕒 Duration: 1 WeekNo Technical Background Needed
Designed for everyone — whether you’re a student, teacher, business owner, or working professional. No coding or prior AI experience required.
Master the Most Useful AI Tools
Learn to practically use tools like ChatGPT, Gemini, Notion AI, Canva AI, and Jasper AI to automate tasks, boost creativity, and save time every day.
Enhance Productivity at Work & Business
Discover how to apply AI in real scenarios — writing, designing, marketing, reporting, and planning — to work smarter, not harder.
Practical & Hands-On Learning
Every module includes guided demos, exercises, and use cases to help you confidently integrate AI tools into your workflow.
Available in English & Hindi
Learn in the language you’re most comfortable with — making AI accessible and easy to understand for everyone.
Professional Certification
Earn a recognized AI Generalist Certification to showcase your skills and boost your profile for career or freelance opportunities.
Lifetime Access & Updates
Get lifetime access to all course materials and stay updated as new AI tools and technologies emerge.
Be Future-Ready
Gain the skills that are transforming every industry — and become part of the global AI-powered workforce.
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