Python for Data Science with Sam Faraday

Python for Data Science with Sam Faraday

Description
Welcome to this Course. The initial path to becoming a Data Scientist.
“Data Science is a process, not an event. It is the process of using data to understand different things, to understand the world.” — “Data science is the art of uncovering the insights and trends that are hiding behind data. It’s when you translate data into a story. (IBM)

This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations

This course is designed for both complete beginners or experienced developers looking to make the jump to Data Science!

We’ll teach you how to program with Python, how to create amazing data visualizations

Programming with Python from its Foundational Concepts

Learn how to work with WGET to download files

Linux basic files and folders operations like listing, naming e moving files

Using NumPy with Python for Data Transformation and Processing Speed

Using Pandas Data Frames for Explanatory Data Anaalysis,pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series. You are going to lear advaned techiniques to work with index, concatenations, filters, aggregation functions, memory optimization, data frame saving in different files formats like cvs, thml and pickle

Working with Matplotlib for Data Visualizations

No previous computer development experience is required.

This is a must have skill before you jump into Machine Learning techiniques

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