Dive into data science and machine learning with Python. Learn pandas, NumPy, matplotlib, scikit-learn, and work with real datasets to build predictive models.
12 weeks
Dr. Emily Rodriguez
4.8 (2,156 reviews)
Certificate included
12 weeks
Dr. Emily Rodriguez
4.8 (2,156 reviews)
Certificate included
What You'll Learn
Python Programming
Pandas & NumPy
Data Visualization
Machine Learning
Statistical Analysis
Jupyter Notebooks
SQL for Data Analysis
Model Deployment
Course Curriculum
Module 1: Python for Data Science
Python Basics
NumPy Arrays
Pandas DataFrames
Data Cleaning
Module 2: Data Visualization
Matplotlib
Seaborn
Plotly
Statistical Plots
Module 3: Machine Learning
Supervised Learning
Unsupervised Learning
Model Evaluation
Feature Engineering
Module 4: Real-World Projects
Sales Forecasting
Customer Segmentation
Recommendation Systems
Deployment
Your Instructor
D
Dr. Emily Rodriguez
PhD in Data Science, former Netflix Data Scientist. Published researcher with expertise in machine learning and statistical analysis.