Become a Data Scientist with Python

The career of Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed. Data Science is a rewarding career that allows you to solve some of the world’s most interesting problems.

The comprehensive Udemy course “Python for Data Science and Machine Learning Bootcamp” is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science. You will learn how to use the power of Python to analyze data, create beautiful visualizations and use powerful machine learning algorithms.

Python for Data Science and Machine Learning Bootcamp Course Content

This course will teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python. The course comprises 140 lectures organized into the following twenty-six sections:

1. Course Introduction
2. Environment Set-Up
3. Jupyter Overview
4. Python Crash Course
5. Python for Data Analysis – NumPy
6. Python for Data Analysis – Pandas
7. Python for Data Analysis – Pandas Exercises
8. Python for Data Visualization – Matplotlib
9. Python for Data Visualization – Seaborn
10. Python for Data Visualization – Pandas Built-in Data Visualization
11. Python for Data Visualization – Plotly and Cufflinks
12. Python for Data Visualization – Geographical Plotting
13. Data Capstone Project
14. Introduction to Machine Learning
15. Linear Regression
16. Cross Validation and Bias-Variance Trade-Off
17. Logistic Regression
18. K Nearest Neighbors
19. Decision Trees and Random Forests
20. Support Vector Machines
21. K Means Clustering
22. Principal Component Analysis
23. Recommender Systems
24. Natural Language Processing
25. Big Data and Spark with Python
26. Neural Nets and Deep Learning

Requirements

• Some programming experience;
• Admin permissions to download files.

Summary of Main Course Features

• Instructor: Jose Portilla
• Lectures: 140
• On-demand video: 21.5 hours
• Articles: 7
• Supplemental Resources: 4
• Includes:
  • 30-Day Money-Back Guarantee
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

Price: $195

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