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Mammoth Club All levels 9 sections 47 lectures

Python Data Science Certification – From Manipulation to Machine Learning with 10 Exams

Built by our human team, enhanced with AI, reviewed by human editors and delivered with features like chat support and interactive quizzes. Data science with Python spans everything from cleaning datasets to training predictive models.

01
Skill level
All levels
02
Sections
9
03
Lectures
47
04
Instructor
Team Mammoth
What's inside

This course includes.

9
Sections
26
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

9 sections · 47 lectures
+ 01 Python Foundations for Data Science 5 lectures Preview
01 Python Environment Setup for Data Science Locked
02 Python Data Science Libraries Overview Locked
03 NumPy for Numerical Computing Locked
04 Python Control Flow for Data Science Locked
05 Object-Oriented Programming for Data Science Locked
+ 02 Data Manipulation with Pandas 8 lectures
01 Pandas Fundamentals Locked
02 Data Selection and Filtering Locked
03 Data Cleaning and Preparation Locked
04 Data Transformation Techniques Locked
05 Grouping and Aggregation Locked
06 Merging and Joining Data Locked
07 Working with Time Series Data Locked
08 Advanced Pandas Techniques Locked
+ 03 Data Visualization and Exploration 5 lectures
01 Matplotlib Fundamentals Locked
02 Advanced Matplotlib Techniques Locked
03 Seaborn for Statistical Visualization Locked
04 Exploratory Data Analysis (EDA) Workflow Locked
05 Interactive Visualizations Locked
+ 04 Statistical Analysis with Python 5 lectures
01 Descriptive Statistics Deep Dive Locked
02 Probability Distributions with SciPy Locked
03 Hypothesis Testing Framework Locked
04 Correlation and Regression Analysis Locked
05 Advanced Statistical Methods Locked
+ 05 Machine Learning with Scikit-Learn 6 lectures
01 Machine Learning Fundamentals Locked
02 Data Preprocessing for ML Locked
03 Classification Algorithms Locked
04 Regression Algorithms Locked
05 Model Evaluation and Selection Locked
06 Unsupervised Learning Locked
+ 06 Advanced Machine Learning Techniques 5 lectures
01 Ensemble Methods Locked
02 Deep Learning with TensorFlow/Keras Locked
03 Natural Language Processing Locked
04 Time Series Forecasting Locked
05 Anomaly Detection Locked
+ 07 Advanced Data Science Applications 4 lectures
01 Web Scraping for Data Collection Locked
02 Database Integration Locked
03 Big Data Processing Locked
04 Geospatial Data Analysis Locked
+ 08 Model Deployment and Production 5 lectures
01 Model Serialization and Persistence Locked
02 Building APIs with Flask/FastAPI Locked
03 Containerization with Docker Locked
04 Cloud Deployment Locked
05 MLOps and Automation Locked
+ 09 Industry Applications and Case Studies 4 lectures
01 Financial Analytics Locked
02 E-commerce Analytics Locked
03 Healthcare Analytics Locked
04 Marketing Analytics Locked
Description

About this course.

This certification course takes you through that journey, blending fundamentals with applied workflows to give you confidence in handling real-world data tasks.


βœ… Manipulate and analyze data with Pandas and NumPy

βœ… Create visualizations that highlight trends and patterns

βœ… Train and evaluate machine learning models

βœ… Validate your skills with 10 certification exams


Certification offers a structured path to prove your knowledge and practical ability in Python’s data ecosystem.


🎁 Build a credential that showcases your skills in data science.

Ready to start building?

Built by our human team, enhanced with AI, reviewed by human editors and delivered with features like chat support and interactive quizzes. Data science with Python spans everything from cleaning datasets to training predictive models.

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