Course Overview
Machine Learning is reshaping the world. This intensive 3-month bootcamp is designed to take you from writing your first line of Python code to deploying complex Machine Learning models.
Python Mastery
Deep dive into Pandas, NumPy, and Matplotlib for data analysis.
Supervised Learning
Master Regression, SVM, and Decision Trees with real data.
Neural Networks
Introduction to Deep Learning and model architecture.
Deployment
Build web apps with Flask & Streamlit to showcase your AI.
Curriculum
Updated 2025- Python Syntax & Data Structures
- High-Performance Computing with NumPy
- Data Visualization (Matplotlib & Seaborn)
- Capstone 1: Titanic Dataset Analysis
- Linear Algebra & Statistics for ML
- Linear & Logistic Regression
- Support Vector Machines (SVM)
- Capstone 2: House Price Prediction
- Unsupervised Learning (K-Means & PCA)
- Introduction to Deep Learning
- Model Deployment with Streamlit
- Final Project: Disease Prediction Web App
Junayed Bin Karim
AI Specialist & Researcher
Experienced Software Engineer with a passion for teaching complex AI concepts in simple Bengali/English.
Python Expert
Data Scientist
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৳ 15,000
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Course Includes:
- 24+ Hours Live Classes
- 3 Real-world Projects
- Source Code Access
- Completion Certificate
Junayed