Limited time · 90% off Premium Membership - claim $199 deal →
Mammoth Club All levels 6 sections 42 lectures

Hands-On Data Science and Machine Learning Portfolio Development with Python and Scikit-Learn

Ready to break into data science and machine learning—even with zero prior experience? This hands-on bootcamp is the perfect starting point. You’ll learn core concepts by building a real project: performing sentiment analysis using unsupervised classification, powered by the most important Python tools in the industry.

01
Skill level
All levels
02
Sections
6
03
Lectures
42
04
Instructor
John Bura
What's inside

This course includes.

6
Sections
42
Lectures
61
Resources
9
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

3 sections · 18 lectures
+ 01 Overview ▶️📖 3 lectures
00 Course Overview Locked
Learn Python Locked
Submit a Question/Feedback Locked
+ 02 Introduction to Machine Learning (Prerequisite) ▶️ 📖 9 lectures
00A What Is Machine Learning Locked
00B Types Of Machine Learning Models Locked
00C What Is Supervised Learning Locked
00D What Is Unsupervised Learning Locked
01 How Does A Machine Learning Agent Learn Locked
02 What Is Inductive Learning Locked
03 Performance Of A Machine Learning Algorithm Locked
04 Handle Noise In Data Locked
05 Powerful Tools With Machine Learning Libraries- Locked
+ 03 Project - Classify Review Sentiment ▶️ 📖 6 lectures
00 Create A Dataset Locked
01 Vectorize Text Locked
02 Build A Word Cloud Locked
03 Reduce Data Dimensionality With Principal Component Analysis Locked
05 Perform Unsupervised Classification With K-Means Clusters Locked
Source Files Locked
Description

About this course.

✅ Learn the fundamentals of Python for data science—no experience needed

✅ Work with real-world text data to explore, clean, and prepare datasets

✅ Use Pandas and NumPy for efficient data manipulation and transformation

✅ Visualize insights with Matplotlib to tell powerful data stories

✅ Perform sentiment analysis using unsupervised learning techniques

✅ Apply clustering algorithms with Scikit-Learn to group and classify data without labeled examples

✅ Understand the core logic behind machine learning workflows, from preprocessing to model interpretation


🎮 Build confidence with hands-on coding challenges and a complete beginner project you can showcase.


🎁 Includes starter datasets, sample code, project files, and lifetime access with updates.


If you're ready to launch your journey into machine learning and data science, this course gives you the tools—and the confidence—to start strong. Enroll now and build your first intelligent project in Python.

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Bundled items.

1 courses

Ready to start building?

Ready to break into data science and machine learning—even with zero prior experience? This hands-on bootcamp is the perfect starting point. You’ll learn core concepts by building a real project: performing sentiment analysis using unsupervised classification, powered by the most important Python tools in the industry.

Buy lifetime access →