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Learning Python Data Analysis

Learning Python Data Analysis

Analyze and understand your data with the power and simplicity of Python.

Overview

Analyze and understand your data with the power and simplicity of Python.

Python features numerous numerical and mathematical toolkits such as: Numpy, Scipy, Scikit learn and SciKit, all used for data analysis and machine learning. With the aid of all of these, Python has become the language of choice for data scientists for data analysis, visualization, and machine learning.

This video aims to teach Python developers how to perform data analysis with the language by taking advantage of the core data science libraries in the Python ecosystem. The learning objective for viewers is to understand how to locate, manipulate, and analyse data with Python, with the ability to analyse large and small sets of data using libraries such as Numpy, pandas, IPython and SciPy.

This is a two part series. The first series is focused on getting and manipulation sizeable amounts of data using modern techniques. The second series is focused on advanced analysis of the data to include modern machine learning techniques.

About the Author

Ben spent3 years working as a software engineer and team leader doing graphics processing, desktop application development, and scientific facility simulation using a mixture of C++ and python. Which, sparking a passion for software development and developmental programming has lead him to exploring state of the art projects in Natural Language Processing, Facial Detection/Recognition, and Machine Learning.

Course Information

This video appeals to Python developers who want to be capable of performing core data analysis tasks with Python's libraries and tools, including data retrieval, cleaning, manipulation, visualization and storage. Those who want to handle large sets of structured and unstructured data, and discovering and delivering insight with various forms of analysis will find this course spot-on!

Advanced and recommend software engineering development practices
How to scrape the twitter stream to collect real time data
Smart storing of data using advanced abstractions and Object-Oriented programming
Easy and practical data manipulation techniques for dealing with large volumes of data
Natural Language Processing tools, special designed for working with sentences and other forms of textual data
Predictive methods that can forecast and predict future trends based on current data
Data analytics techniques to tease out unseen data relationships
Dashboard application development to help share and monitor your progress/analysis

Anyone interested in learning more about python, data science, or data visualizations.
Anyone interested about the rapidly expanding world of data science!

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Course Specifications

IT and Computing courses are available to study on our learning platform. 

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Adult education is the non-credential activity of gaining skills and improved education. 

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Online education is electronically supported learning that relies on the Internet for teacher/student interaction. 

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A short course is a learning programme that gives you combined content or specific skills training in a short period of time. Short courses often lean towards the more practical side of things and have less theory than a university course – this gives you a more hands-on experience within your field of interest.

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Course duration is 24 hours.

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