AI & ML

Unlock the power of Artificial Intelligence (AI) and Machine Learning (ML) in this hands-on, beginner-friendly course tailored for aspiring data scientists, developers, and tech enthusiasts. Learn how machines think, predict, and automate using Python programming and real-world datasets.

This AI and ML course in Python walks you through the complete journey from understanding basic concepts to building and deploying simple machine learning models using industry-standard tools like Jupyter Notebooks, Google Colab, NumPy, Pandas, TensorFlow, and Keras.

📘 What You’ll Learn:

• 📌 What is AI and Machine Learning?
  Understand the fundamentals of AI & ML with real-world applications.

• 📌 Types of Machine Learning
  Explore Supervised, Unsupervised, and Reinforcement Learning.

• 📌 Python Basics for Data Science
  Get hands-on with Python, data types, control structures, NumPy, and Pandas.

• 📌 Data Preprocessing and Exploration
  Learn data cleaning, handling missing values, outliers, and visualizing data using Matplotlib and Seaborn.

• 📌 Supervised Learning
  Build regression and classification models including Linear Regression, Logistic Regression, Decision Trees, and Random Forests.

• 📌 Unsupervised Learning
  Dive into K-means clustering, hierarchical clustering, and performance evaluation.

• 📌 Neural Networks and Deep Learning
  Understand and implement basic Neural Networks, CNNs for image processing, and RNNs for time series and text.

🛠️ Tools & Technologies Used:

• Python

• Jupyter Notebook

• Google Colab

• NumPy, Pandas

• Matplotlib, Seaborn

• Scikit-learn

• TensorFlow & Keras

🎯 Who This Course Is For:

• Beginners interested in AI and Machine Learning

• Students and professionals from engineering, computer science, or data science

• Anyone looking to start a career in AI/ML or Data Science

🌟 Why Join This Course?

• Beginner to Advanced Roadmap

• Hands-on Projects & Assignments

• Practice on Real-World Datasets

• Community Support & Continued Learning Resources

• Learn on Google Colab & Jupyter – No installation required!