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Become a Data Scientist with Python

November 17, 2020

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

Python for Data Science and Machine Learning Bootcamp Course Content

Udemy Python for Data ScienceThis 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 149 lectures organized into the following 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

  • Instructors:
    • Jose Portilla – Data Scientist
    • Pierian Data International– Jose Portilla’s Pierian Data Inc. International Translations
  • Lectures: 165
  • On-demand video: 25 hours
  • Articles: 13
  • Downloadable Resources: 6
  • Includes:
    • 30-Day Money-Back Guarantee
    • Full lifetime access
    • Access on mobile and TV
    • Certificate of Completion

Click the link below for details of any special offers on the price of this course

Visit the Course Page

 

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Filed Under: Lectures, Programming, Python Tagged With: Data Analysis, Data Science, data scientist, data visualization, Machine Learning, Python, Python for Data Visualization

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