This course is designed for beginners with some programming experience who want to make their career in data science and learn how to use Python to analyze data, create visualization and powerful machine learning algorithms. Also, you will use Spark for Big Data analysis.
- Course Introduction
- Environment Set-Up
- Jupyter Overview
- Python Crash Course
- Python for Data Analysis – NumPy
- Python for Data Analysis – Pandas
- Python for Data Analysis – Pandas Exercises
- Python for Data Visualization – Matplotlib
- Python for Data Visualization – Seaborn
- Python for Data Visualization – Pandas Built-in Data Visualization
- Python for Data Visualization – Plotly and Cufflinks
- Python for Data Visualization – Geographical Plotting
- Data Capstone Project
- Introduction to Machine Learning
- Linear Regression
- Cross Validation and Bias-Variance Trade-Off
- Logistic Regression
Duration: 21.5 Hours / Lifetime Access
Mode: Online instructor- Led
Fees: $ 195 (Please check website for discount)
Some programming experience