Course Overview
Python for Data Science & Machine Learning: Zero to Hero
Master data science & machine learning in Python using NumPy, Pandas, Matplotlib, Scikit‑Learn and more with real, practical examples.
You purchased this course on Oct 15, 2022.
30‑Day Money‑Back Guarantee.
This course includes
- 6 hours on‑demand video
- 2 articles
- 13 downloadable resources
- Access on mobile & TV
- Full lifetime access
- Certificate of completion
Premium course — included in eligible Udemy plans.
What you'll learn
- ✓ Work confidently with Pandas for data analysis.
- ✓ Understand the theory behind basic & multiple linear regression.
- ✓ Tackle real regression problems in Python.
- ✓ Discover how decision trees work in practice.
- ✓ Explore popular clustering algorithms.
- ✓ Use NumPy for fast numerical computations.
- ✓ Visualize data with Matplotlib & Seaborn.
- ✓ Apply Scikit‑Learn for machine learning models.
- ✓ Build intuition for real‑world, code‑driven ML projects.
Requirements
- The ability to perform simple math.
- No prior programming experience required.
- No prior data science background needed.
- Readiness, flexibility & passion for learning.
Course overview
This hands‑on machine learning course shows how companies such as Google, Amazon and Udemy use data science and AI to extract insights from massive datasets. You will learn how to use Python and its data ecosystem to perform analysis, build models and interpret results without heavy mathematical notation.
You will start from the basics of Python and Jupyter Notebooks, then move into NumPy arrays, Pandas data frames and data visualization with Matplotlib and Seaborn. From there you will implement regression, decision trees, clustering and other core machine learning techniques using Scikit‑Learn.
Every concept is explained in clear language and followed by code you can run, modify and extend. The focus is on practical, real‑world applications rather than abstract theory, so you can apply what you learn immediately in projects and jobs.
Who this course is for
- Aspiring machine learning & data science professionals.
- Developers who want to add machine learning to their skill set.
- Curious technologists who want to see ML in action with Python.
- Programmers looking to expand into data analytics & ML.
- Anyone interested in understanding how modern ML algorithms work.
Meta Brains
4.2 instructor rating • 30,720 reviews • 920,956 students • 88 courses
Meta Brains is a professional training brand created by software developers and finance professionals who are passionate about coding, data and Excel. Their mission is to combine industry experience with clear teaching to help learners master the skills needed for the next wave of technology.
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