Alx Code

What you'll learn

AIxCode is a hands-on, project-driven course crafted for B.Tech students eager to master Artificial Intelligence and Machine Learning from the ground up By the end of this course, students will be able to: 1. Write clean, efficient Python code using modern features: OOP, list comprehensions & modules. 2. Load, clean, and analyse real-world datasets using NumPy & Pandas. 3. Create insightful data visualisations with Matplotlib, Seaborn & Plotly. 4. Perform Exploratory Data Analysis (EDA) to extract meaningful patterns from data. 5. Build, train, and evaluate classical ML models: Regression, Decision Trees & K-Means. 6. Design and train neural networks using Keras & TensorFlow for classification tasks. 7. Apply Transfer Learning to solve real-world image classification problems. 8. Understand NLP fundamentals: tokenisation, embeddings & sentiment analysis. 9. Write effective prompts and build RAG-based chatbots using LangChain & Gemini API. 10. Deploy a working AI-powered mini-app using Streamlit and follow Responsible AI principles.