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Catalog / All levels / Python & TensorFlow Mastery: Complete Data Science Training with 10 Exams
Mammoth Club All levels 16 sections 75 lectures

Python & TensorFlow Mastery: Complete Data Science Training with 10 Exams

Mastering data science requires more than basic coding—it means understanding workflows from raw data to predictive models.

Created by John Bura
01
Skill level
All levels
02
Sections
16
03
Lectures
75
04
Instructor
John Bura
What's inside

This course includes.

✓
16
Sections
✓
75
Lectures
✓
62
Resources
✓
11
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

6 sections · 65 lectures
+ Complete Beginners Data Analysis with Pandas 17 lectures
00. Panda Course Introduction Locked
01. Intro To Pandas Locked
02. Installing Pandas Locked
03. Creating Pandas Series Locked
04. Date Ranges Locked
05. Getting Elements From Series Locked
06. Getting Properties Of Series Locked
07. Modifying Series Locked
08. Operations On Series Locked
09. Creating Pandas Dataframes Locked
10. Getting Elements From Dataframes Locked
11. Getting Properties From Dataframes Locked
12. Dataframe Modification Locked
13. Dataframe Operations Locked
14 Dataframe Comparisons And Iteration Locked
15. Reading CSVS Locked
16. Summary And Outro Locked
+ Pyplot 13 lectures
00. Course Intro Locked
01. Intro To Pyplot Locked
02. Installing Matplotlib Locked
03. Basic Line Plot Locked
04. Customizing Graphs Locked
05. Plotting Multiple Datasets Locked
06. Bar Chart Locked
07. Pie Chart Locked
08. Histogram Locked
09. 3D Plotting Locked
10. Course Outro Locked
Pyplot Code Locked
Test Your Knowledge! Locked
+ Machine Learning Theory 12 lectures
00. Course Intro Locked
01. Quick Intro To Machine Learning Locked
02. Deep Dive Into Machine Learning Locked
03. Problems Solved With Machine Learning Part 1 Locked
04. Problems Solved With Machine Learning Part 2 Locked
05. Types Of Machine Learning Locked
06. How Machine Learning Works Locked
07. Common Machine Learning Structures Locked
08. Steps To Build A Machine Learning Program Locked
09. Summary And Outro Locked
Intro to Machine Learning Slides Locked
Test Your Knowledge! Locked
+ Intro to Tensorflow 11 lectures
00. Course Intro Locked
01. Intro To Tensorflow Locked
02. Installing Tensorflow Locked
03. Intro To Linear Regression Locked
04. Linear Regression Model - Creating Dataset Locked
05. Linear Regression Model - Building The Model Locked
06. Linear Regression Model - Creating A Loss Function Locked
07. Linear Regression Model - Training The Model Locked
08. Linear Regression Model - Testing The Model Locked
09. Summary And Outro Locked
Intro to Tensorflow - Source Files Locked
+ Images Recognition with MNIST 11 lectures
00. Course Intro Locked
01. Intro To Image Recognition-1 Locked
02. Intro To Mnist Locked
03. Building A CNN Part 1 - Obtaining Data Locked
04. Building A CNN Part 2 - Building The Model Locked
05. Building A Cnn Part 3 - Adding Loss And Optimizer Functions Locked
06. Building A Cnn Part 4 - Train And Test Functions Locked
07. Building A Cnn Part 5 - Train And Test The Model Locked
08. Mnist Image Recognition With Keras Sequential Model Locked
09. Summary And Outro Locked
Source Files Locked
+ Challenge Your 10 FREE Practice Exams 1 lecture
Where to Find Your Exams Locked
Description

About this course.

This course introduces Python’s ecosystem alongside TensorFlow, giving you practical training in analysis, visualization, and machine learning.


✅ Explore Python libraries for data manipulation and cleaning

✅ Train and evaluate deep learning models with TensorFlow

✅ Build workflows that connect analysis to prediction

✅ Reinforce skills with 10 structured exams


Instead of focusing on isolated tasks, you’ll gain exposure to an end-to-end data science process. Tutorials crafted by humans, elevated by AI and finalized by human editors come alive with built-in chat tools and dynamic quizzes.


🎁 Develop confidence in both Python data handling and deep learning techniques.

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.

Ready to start building?

Mastering data science requires more than basic coding—it means understanding workflows from raw data to predictive models.

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