Data Science using Python

Learn Python Data Science from Python developers in London and also create projects for your portfolio

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Looking for a
2-12 months
training?
Choose Data Scientist & Data Analyst
Career Programme

Looking for a 2-12 months training?

Choose

Data Scientist & Data Analyst career programme

Upcoming dates

There are no open public schedule dates for Data Science using Python course. We can offer you a private training or arrange a public course for you. Contact us here and we can make arrangements for your course.

Delivery Formats

This course can be attended face to face in an open classrooms, live online virtual classroom remotely from home or office, private one-to-one and on-site for your team at your office.


Course Outline

Data Science using Python course overview

This Python Data Science course explains how to use Python for Data Science . After completing this training course you would be able to use Python on your Data Science projects. 

Few practical Python Data Science based projects at the end of the course will ensure that you can apply Python on your projects.

This short Data Science course is hands-on, instructor-led and classroom based. This training can be taken as a part-time evening course or even on the weekends. A list of all upcoming public Python Data Science training course is given on training dragon website.


Who is Data Science using Python training for?

This Python Data Science training is designed for  people interested in working in Data Science or Data Analysis. This course is also you if you are interested in looking for a job as Data Scientist or Data Analyst.


Prerequisites for Data Science using Python course

  • It is not necessary to have knowledge of Data Analysis before you start this course but you must have some practical experience of Python programming language and statistics. If you have never used Python before please consider our  Python Programming course first.

If you are a complete beginner in programming, please follow this path.



What will I get?

  • Training from professional Python Data Science developers:

    Training Dragon consultants have been implementing professional Python Data Science solutions across a range of applications for many years. Those consultants write and teach our Python Data Science training courses, so their experience directly informs course content.

  • Real-time Practice and Projects:

    Our Python Data Science courses are designed to get you started in Python Data Science programming. We work on industry related projects in this Python Data Science course.

  • Course Material:

    Python Data Science electronic notes are included in this course.

  • Course Completion Certificate:

    After completing this training you will receive a Python Data Science programming course completion certificate.

  • Support and Careers Advice:

    After the course if you have any problems or questions regarding Python Data Science do not hesitate to contact us. Training Dragon’s trainers are expert in their fields and if you need any help with you career choice, please speak to one of our trainers.


Data Science using Python Course Contents

Introduction

  • Introduction to Data Analysis
  • Data Analysis Libraries

Statistical Computing with Python

  • SciPy and the statistics Sub-Package
  • Statsmodels
  • Linear Algebra

Visualisation and plotting

  • Introduction to Data Visualisation tools
  • Bar charts
  • Line charts
  • Scatterplots
  • Seaborn
  • Bokeh
  • Plotly

Linear Algebra:

  • Vectors
  • Matrices

Statistics

  • Single set of data
  • Correlation
  • Simson’s Paradox

Probability

  • Dependence vs independence
  • Conditional probability
  • Random variables

Hypothesis

  • Hypothesis testing
  • p-Value
  • p-Hacking

Regression

  • Simple Linear Regression
  • Multiple Regression
  • Logistics Regression

Project

  • Alcohol Consumption and Confidence Intervals and Probability Calculations
  • Hypothesis Testing: Do Male Teenagers Drink More Than Females?


 

View Complete Course outline

Daily schedule

The scheme below shows what a typical day at Training Dragon looks like.

10:00 11:30 11:45 13:00 14:00 15:30 15:45
Classroom Activity
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Tea
Break
Classroom Activity
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Lunch
Break
Classroom Activity
This course explains how to create web pages from scratch using different techniques, such as
Tea
Break
Classroom Activity
This course explains how to create web pages from scratch using different techniques, such as
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Looking for a
2-12 months
training?

Choose

Data Scientist & Data Analyst career programme

Our Trainers

Emiliano
Emiliano
Leads our teaching team with many years of experience in teaching web development.
Ross
Ross
Brings many years of Python and Java software development experience to classrooms.
Olu
Olu
Microsoft and Oracle certified developer with years teaching experience in Android, .NET and databases.

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