The Complete Web Development Bootcamp 2026
Farid Ahmadi
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BestsellerPython for Data Science and Machine Learning
Learn NumPy, Pandas, Matplotlib, Scikit-Learn and build machine learning models with real datasets.
What you'll learn
- Use Python for data science and machine learning
- Analyze data with Pandas and NumPy
- Create stunning visualizations with Matplotlib and Seaborn
- Implement machine learning algorithms with Scikit-Learn
- Train linear regression, classification and clustering models
- Build a portfolio of data science projects
Course content
4 sections · 17 lectures · 5h 46m total length
Python Refresher
Setting up Anaconda and Jupyter
12m
Python crash course
35m
Exercises
10m
Data Analysis with NumPy & Pandas
NumPy arrays
20m
Pandas Series and DataFrames
25m
Data cleaning
22m
Group by and aggregation
18m
Quiz: Pandas essentials
10m
Data Visualization
Matplotlib fundamentals
20m
Seaborn statistical plots
18m
Plotly interactive charts
16m
Machine Learning
Introduction to machine learning
15m
Linear regression
28m
Logistic regression & classification
26m
K-Means clustering
20m
Capstone project
45m
Requirements
- Basic Python knowledge is recommended
- Some high-school level math
- A computer able to run Anaconda / Jupyter
Description
Are you ready to start your path to becoming a Data Scientist? This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations and use powerful machine learning algorithms.
We'll cover NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn and much more, with real-life projects and datasets in every section.
Instructor
Dr. Wahida Noori
Data Scientist | PhD in Machine Learning
- 4.4 instructor rating
- 286 reviews
- 931 students
- 3 courses
Wahida spent eight years leading data science teams in the tech industry before turning to teaching full time. Her courses focus on hands-on projects and real-world datasets.
Student feedback
RS
Rohullah Sharifi
1 days ago
The instructor explains complex ideas in a simple way. Loved it.
Khalid Rahimi
1 days ago
The instructor explains complex ideas in a simple way. Loved it.
Ehsan Yousufi
1 days ago
Really enjoyed the real-world examples and the quizzes.
SA
Sayed Achakzai
1 days ago
I got a job after finishing this course. Thank you!
YJ
Yalda Jalali
1 days ago
Clear, concise and engaging. Worth every penny.
Sami Sahak
2 days ago
Amazing! I finished it in a week and could not stop watching.
JS
Jawad Sarwari
2 days ago
Decent course, a bit fast-paced at times.
Mursal Faizi
2 days ago
Solid introduction. Perfect for beginners.
AM
Arezo Mangal
3 days ago
Exactly what I needed to level up my skills.
Najib Popal
3 days ago
The instructor explains complex ideas in a simple way. Loved it.
Ehsan Qaderi
3 days ago
The instructor explains complex ideas in a simple way. Loved it.
Abdullah Barakzai
3 days ago
