Webinar Host
Mahesh Gurjar
Founder of Code and Game Academy
Our Location
- 2nd Floor, R3 The Mall, Opp. Manav Mandir, Gurukul Road, Memnagar, Ahmedabad
- Monday - Friday
About Machine Learning Course
Introduction to Machine Learning
- What is Machine Learning?
- Applications of ML in real life
- Types of ML: Supervised, Unsupervised, Reinforcement
- Setting up Python, Jupyter Notebook, and essential libraries
Python for Machine Learning
- Python basics (variables, loops, functions)
- NumPy and Pandas for data handling
- Data visualization with Matplotlib and Seaborn
Data Preprocessing
- Handling missing data
- Encoding categorical variables
- Feature scaling and normalization
- Data splitting (train/test sets)
Supervised Learning
- Linear Regression
- Logistic Regression
- Decision Trees & Random Forest
- K-Nearest Neighbors (KNN)
- Model evaluation: Accuracy, Precision, Recall
Unsupervised Learning
- Clustering (K-Means, Hierarchical)
- Dimensionality Reduction (PCA)
- Visualization of clusters
Model Building & Evaluation
- Splitting datasets for training and testing
- Cross-validation
- Overfitting and underfitting
- Hyperparameter tuning
Mini Projects
- Build ML models on real datasets
- Examples: House price prediction, customer segmentation
- Analyze results and present your model
Career Guidance & Final Project
- Building your ML project portfolio
- Resume and GitHub profile setup
- Mock interviews and interview preparation tips
- Final project presentation
Top 6 Reasons to Join These Course.
- Learn from expert trainer Mahesh Gurjar in a classroom setting
- Beginner-friendly approach with no prior experience needed
- Hands-on training with real datasets and projects
- Build a strong portfolio for jobs or internships
- Personal guidance and small batch size for better learning
- Covers both theory and practical ML applications
What You Will Learn?
- Understand machine learning basics and types
- Clean and preprocess data
- Build supervised models (regression, classification)
- Apply unsupervised learning (clustering, PCA)
- Work on real-world mini projects
- Build a project portfolio for career growth
- Train and evaluate ML models
Who Can Join These Course?
- Students interested in AI and data science
- Beginners with no prior ML experience
- Python learners wanting to explore ML
- College students preparing for tech roles
- Working professionals upgrading to ML skills
- Anyone curious about real-world machine learning
Machine Learning Course – Pricing Plans
Basic Plan
Start your coding journey with the Python essentials.
Rs
8,000
- Python setup, syntax, and data types
- Conditional statements and loops
- Functions and basic file handling
- Classroom training + Certificate
Pro Plan
Go beyond basics and explore real-world Python use.
Rs
14,000
- Object-Oriented Programming (OOP)
- Working with files and error handling
- Data structures: lists, sets, dicts
- Mini project and personal doubt support
Platinum Plan
Master Python with advanced topics and career guidance.
Rs
20,000
- Overview of Pandas, NumPy, and basic automation
- Real-world project building
- Resume prep and job interview tips
- Lifetime access to notes and materials
