Artificial Intelligence &
Machine Learning
Welcome to the Artificial Intelligence & Machine Learning Course by Bigcat Journey!
Artificial Intelligence & Machine Learning Course
Welcome to the Artificial Intelligence & Machine Learning Course by Bigcat Journey! If you’re looking to dive into the world of AI and ML, this course is designed to provide a strong foundation and practical skills to help you succeed in the field.
What You Will Learn
Module 1: Introduction to AI & ML
What is Artificial Intelligence?
What is Machine Learning?
Difference between AI, ML, and Deep Learning
Real-life applications (chatbots, facial recognition, self-driving cars, etc.)
Module 2: Python for AI/ML
Basics of Python Programming
NumPy and Pandas for Data Manipulation
Matplotlib and Seaborn for Data Visualization
Module 3: Mathematics for ML
Linear Algebra (Matrices, Vectors)
Probability and Statistics
Calculus Basics
Gradient Descent & Optimization
Module 4: Data Handling
Data Collection and Cleaning
Handling Missing Values
Feature Engineering
Data Scaling and Normalization
Module 5: Supervised Learning
Regression (Linear, Multiple)
Classification (Logistic Regression, K-NN, Decision Trees)
Model Evaluation Metrics (Accuracy, Precision, Recall, F1 Score)
Module 6: Unsupervised Learning
Clustering (K-Means, Hierarchical)
Dimensionality Reduction (PCA)
Anomaly Detection
Module 7: Advanced ML Algorithms
Random Forest
XGBoost
Support Vector Machine (SVM)
Naive Bayes
Module 8: Deep Learning
Neural Networks Basics
Activation Functions
TensorFlow / Keras Basics
Convolutional Neural Networks (CNNs)
Natural Language Processing (NLP)
Module 9: AI Concepts & Tools
AI Ethics and Safety
Chatbots and Language Models
Computer Vision
Transfer Learning
Module 10: Model Deployment
How to deploy ML models using:
Flask
Streamlit
Gradio
Using cloud platforms like AWS/GCP/Heroku
Who is This Course For?
Professionals looking to upskill in AI technologies.
Students eager to build a career in AI and data science.
Why Choose Bigcat Journey?
✅ Expert instructors with industry experience.
✅ Practical, hands-on approach with real-world projects.
✅ Course available in Hindi for easy understanding.
✅ Affordable pricing with lifetime access.
✅ Provide Certificate for Completion Course
This course is designed for beginners to advanced learners. Even if you’re from a non-technical background, the course starts from scratch and builds your understanding step by step. By the end of the course, you’ll have strong theoretical knowledge, hands-on project experience, and a portfolio ready for jobs or freelancing.
Take the first step toward mastering AI & ML. Join our course today and unlock endless opportunities!
These programming courses are not only powerful and packed with practical knowledge, but also incredibly affordable! Perfect for anyone looking to upskill without breaking the bank. Highly recommended!
Here, we get a proper roadmap to continue our learning journey. Real-world project practice is provided, and the course price is affordable compared to other courses. Plus, you get full access to the content.
This platform offers a complete roadmap for your AI & ML journey, with hands-on projects What’s even better is that you’ll find courses covering every aspect of AI and machine learning—from basics to advanced topics—so you can keep learning and growing without limits. you get full access to the content to study at your own pace. Don’t wait—enroll now and explore all the amazing courses Bigcat Journey has to offer
From zero to pro – Bigcat Journey helped me gain confidence in coding and AI. 🧠💪