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Udemy - Python for Data Science & Machine Learning from A-Z | 7.32 GB
Python for Data Science & Machine Learning from AZ is a training course to become a professional data science expert and learn how to use NumPy, Pandas and Machine Learning. In this hands-on course, you will learn how to program in Python for data science and machine learning. This course also includes training in data analysis and illustration.
This course covers 5 main areas:
Introduction to the use of Python in data science and machine learning
Data analysis / illustration with Python
Mathematics for data science
machine learning
Get started in the data science specialty
What you will learn in Python for Data Science & Machine Learning from AZ:
Become a professional data science specialist, data engineer and data science analyst or consultant
How to perform various processes on data including data cleaning, processing, wrangling and manipulation
Build a resume and get your first job as a data specialist
Use Python for data science
Writing complex Python applications for practical industrial scenarios
Learn to draw charts in Python (charts, charts, drawings and histograms)
Use NumPy for numeric data
Machine learning and a variety of practical applications
Learn Supervised and Unsupervised Machine
Learn regression, Classification, Clustering and Sci-kit
Concepts and machine learning algorithms
K-Means Clustering Algorithm
Use Python to refine, analyze and visualize data
Statistics for data science
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