Python for Data Science and Machine Learning Bootcamp Free Download

Data Science combines theory developed in computer science, statistics, mathematics, and domain expertise to solve complex problems. Understanding the characteristics of data is essential for being able to produce insightful analyses. The collection of tools most commonly used by data scientists are, python with pandas library, machine learning using sklearn library for dataset manipulation and seaborn and bokeh libraries for building visualizations. The first course- Automating the Boring Stuff with Python help you learn how to use python code to handle repetitive tasks and create documents or other structured data products. It also helps you understand how to use , strings, lists, tuples and dictionaries as well as write functions and create objects.

What you’ll learn in Python for Data Science and Machine Learning Bootcamp

  1. Python is a programming language that can be used to perform data science and machine learning.
  2. Spark is a programming language that can be used to analyze large amounts of information.
  3. Machine Learning Algorithms should be implemented.
  4. NumPy for Numerical Data is a Python package that you can learn how to use.
  5. Discover how to analyze data with Pandas.
  6. For Python plotting, learn how to use Matplotlib.
  7. For statistical plots, learn to use Seaborn.
  8. Plotly is a program that allows you to create dynamic interactive visualizations.
  9. Machine Learning Tasks with SciKit-Learn
  10. Clustering by the K-Means method
  11. Logistic regression is a statistical technique for predicting the outcome of
  12. Regression with a Line
  13. Decision Trees and Random Forests
  14. Filters for spam and natural language processing
  15. Nervous Systems
  16. Machines that provide support

Requirements

  • experience with programming
  • To download files, you must have administrative permissions.

Description

Are you prepared to begin your career as a Data Scientist?
This comprehensive course will teach you how to use Python’s power to analyze data, create stunning visualizations, and apply powerful machine learning algorithms!
According to Indeed, a data scientist’s average salary in the United States is over $120,000! Data Science is a rewarding career that allows you to solve some of the world’s most interesting problems!

This comprehensive course is comparable to other Data Science bootcamps that typically cost thousands of dollars, but you can now learn all of that information for a fraction of the price! With over 100 HD video lectures and detailed code notebooks for each lecture, this is one of the most comprehensive data science and machine learning courses on Udemy!

Who this course is for:

  • This course is meant for people with at least some programming experience
File Name :Python for Data Science and Machine Learning Bootcamp Free Download
Content Source:udemy
Genre / Category:Data Science
File Size :14.20 gb
Publisher :Jose Portilla
Updated and Published:24 Oct,2021

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