25,000+ Courses Nationwide
0345 4506120

Practical Data Science with Python

An introduction to Statistics, Python, Analytics, Data Science and Machine Learning. Sets up practitioners with working knowledge of whole field of data science, along with immediate practical knowledge of key analytical tasks.

This 5-day course is hands-on, practical and workshop based. It is the start of an experienced developer’s journey towards becoming a Data Scientist. If you are a software engineer, in business intelligence, or you are an SQL specialist, this is the course for you.

By attending this course you will learn how to become a professional Data Scientist. You're going to be able to demystify and understand the language around data science and understand the core concepts of analytics and automation. You'll also develop practical, hands-on, advanced skills in Python, targeted towards data analysis and Machine Learning so you can create sophisticated statistical models.

Target Audience

For fledging data science practitioners, and for IT professionals who wish to move to the exciting world of data analytics and machine learning.

Select specific date to see price, venue and full details.

Learning Objectives

At the end of the course attendees will know:

  • Fundamental concepts of Data Science
  • Methodologies used in Machine Learning
  • Summary statistics and how to use statistical inference to analyse data
  • Hands on Python programming language for numerical analysis
  • Most used simple machine learning algorithms

At the end of the course attendees will be able to:

  • Speak the language of data scientists
  • Write Python programs to analyse data
  • Understand a Python program in the context of data analytics
  • Explore and visualise data using Python
  • Build working machine learning models

Pre-Requisites

  •   GCSE level mathematics or above. Alternatively, familiar and comfortable with logical and mathematical thinking
  •   Familiar with basic knowledge of programming: variables, scope, functions

Course Content

  • Introduction to Data Science
  • Introduction to Mathematics
  • Statistics for Data Science
  • Introduction to Python
  • Programming in Python
  • Numerical Python
  • Data Manipulation with Pandas
  • Data Visualisation with Matplotlib and Seaborn
  • Data Exploration
  • Introduction in Machine Learning

Related Courses

Privacy Notice

In order to provide you with the service requested we will need to retain and use your contact information in accordance with our Privacy Notice. If you choose to provide us with this information you explicitly consent to us using the information as necessary to provide the requested service to you. If you do not agree please do not proceed to request the service from us.

Marketing Permissions

Would you like to receive our newsletter and other information on products and services which we think will be of interest to you by email. We will always treat your information with care and in accordance with our Privacy Notice. You are free to withdraw this permission at any time.

 

We work with the best