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PythonTensorFlowPandasScikit-learn

Data Science & ML

Learn Python, machine learning, and AI fundamentals

4.8(1923 reviews)
8,500+ students
8 months
FK

Dr. Fatima Khan

AI Researcher at DeepMind

৳18,000
Data Science & ML

About this course

Dive deep into the world of data science and machine learning. This course covers everything from Python programming to advanced machine learning algorithms. You'll work with real datasets, build predictive models, and learn how to extract meaningful insights from data.

What you'll learn

Master Python programming for data science
Analyze and visualize data with Pandas and Matplotlib
Build machine learning models with Scikit-learn
Implement deep learning with TensorFlow and Keras
Work with real-world datasets
Deploy ML models to production
Understand statistical concepts and probability
Create compelling data visualizations

Course Curriculum

1

Module 1: Python for Data Science

5 weeks
Python Basics
NumPy & Pandas
Data Visualization
Data Cleaning
2

Module 2: Statistics & Probability

4 weeks
Descriptive Statistics
Probability Theory
Hypothesis Testing
Regression Analysis
3

Module 3: Machine Learning

8 weeks
Supervised Learning
Unsupervised Learning
Model Evaluation
Feature Engineering
4

Module 4: Deep Learning

6 weeks
Neural Networks
CNNs & RNNs
Transfer Learning
NLP Basics
5

Module 5: Capstone Project

5 weeks
Problem Definition
Data Collection
Model Building
Deployment

Your Instructor

FK

Dr. Fatima Khan

AI Researcher at DeepMind

PhD in Machine Learning from MIT. Published researcher with expertise in deep learning and computer vision.

This course includes:

20+ lessons
8 months of content
Certificate of completion
Bangla
Intermediate
Last updated December 2025
Downloadable resources
Community support

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