Python for Data Analysts

Python for Data Analysts

In this course, you’ll learn to code with Python. Python is a general-purpose programming language used for a variety of purposes, including web, software, and game development, artificial intelligence, machine learning, and data analysis.

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Is this for you?

This course is for those who are interested in learning the Python programming language specifically for applications in data analysis and data science.

Award and Associated Qualifications

Awarded 52 CPD points upon successful completion

Start Date

Flexible

Study Type

In centre, online, or a combination

Training Type

course

Duration

52 hours

About this course

The course includes a series of video lectures combined with a variety of conceptual and hands-on activities to help you develop the skills in Python to write commands, manipulate and analyse data, interpret results, and visualise data effectively.

The course begins with fundamental programming concepts, such as functions and statements. We then cover several of the Python libraries most relevant for data management and manipulation (i.e., NumPy, Pandas, Seaborn, and Matplotlib). You’ll also learn about extracting, transforming, and loading data (ETL) techniques and operations, as well as what is known as “data wrangling”.

The course is divided into four modules and includes knowledge tests at the end of each section.

Course Content

Module 1: Introduction to Programming with Python

Getting Started with Python; Performing Operations with Complex Data Types; Working with “If” Statements, Loops, and Comprehensions; Defining, Configuring, and Invoking Functions; Leveraging Functions with Lambdas, Generators, Closures, and Decorators

Module 2: Python for Data Science

Introduction to NumPy for Multi-dimensional Data; Advanced Operations with NumPy Arrays; Manipulating and Analysing Data in Pandas Dataframes; Data Wrangling with Pandas; Data Visualisation Using Seaborn

Module 3: Operations with petl

Petl: Introduction; Basic Data Transformations; Advanced Extractions and Transformations

Module 4: Data Science Statistics

Using Python to Compute and Visualise Statistics; Applied Inferential Statistics

Aims and Objectives

The aim of the course is for you to develop a strong foundation in the Python programming language that you can implement in the field of data analysis.

Pre-Requisites

Strong critical-thinking and problem-solving skills, a strong background in mathematics (e.g., advanced algebra), and some experience with coding.

Finance Options

Wherever possible our training is tailored to your needs. The cost of our training programmes depend on the course(s) you choose and varies according to duration and breadth. Rest assured we have a number of payment options available to ensure the cost of training is affordable and can be worked alongside your other financial commitments. Common ways people fund their training include: - 

 

Self-Funded: 

  • Flexible payment plans to help you spread the cost* available at many of our centres;
  • You could opt to pay upfront.

 

 

Company Funded:

Requesting funding from your employers needn’t be a daunting task. Many employers support and encourage their employees with their professional development and consider it a worthwhile investment to fund any training required.

What we can help with:

  • Providing a comprehensive training programme outlining learning outcomes
  • Tailored personnel letters
  • Communication with finance departments to arrange payment options (upfront or payment plan*).

* Terms and Conditions apply. Speak to a Course Advisor for full information on the options available to you.

 

 

Career Path

To become an effective data analyst, you’ll need several programming languages in your toolkit. Python is among the most sought-after skills among data analysts.

Additional Information

Python for Data Analysts Course Training Centres

Location Address Region
Carlow Pitman Training Carlow, Unit 1, Deerpark Business Complex, Dublin Road, Carlow Enquire &
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Clare Pitman Training Clare, Unit 10, Tracklands Business Park, Ennis, Co. Clare Enquire &
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Cork Pitman Training Cork, Unit 4, Airport East Business & Technology Park, Cork Enquire &
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Dublin Pitman Training Dublin, 3 Westland Square, Pearse Street, Dublin Enquire &
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Dublin-Swords Pitman Training Dublin-Swords, Chamber Buildings, North Street, Swords, Co.Dublin Enquire &
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Dundalk Pitman Training Dundalk, First Floor, Ramparts Shopping Centre, The Ramparts, Dundalk, Co Louth Enquire &
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Galway Pitman Training Galway, Centrepoint, Liosban Business Park, Tuam Road, Galway Enquire &
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Kerry Pitman Training Kerry, 2nd Floor Davcon Building, Monavalley Business Park, Tralee, Co. Kerry Enquire &
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Kildare Pitman Training Kildare, Monread Shopping Centre, Monread Road, Naas Enquire &
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Laois Pitman Training Laois, Kea-Lew Business Park, Mountrath Road, Portlaoise, Co Laois, Enquire &
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Limerick Pitman Training Limerick, Unit 8 Chapel Court, Cathedral Place, Limerick Enquire &
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Mullingar Pitman Training Mullingar, Castle House, Castle Street, Mullingar, Co. Westmeath, Enquire &
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Sligo Pitman Training Sligo, Abbey House, JFK Parade, Sligo Enquire &
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Waterford Pitman Training Waterford, Unit 630C, Northern Extension, IDA Business Park, Cleaboy Road, Waterford Enquire &
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Wexford Pitman Training Wexford, Unit 10, Westpoint Business Park, Clonard, Wexford Town Enquire &
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Wicklow Pitman Training Wicklow, 10 Bullford Business Campus, Kilcoole, Co. Wicklow Enquire &
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Carlow
Pitman Training Carlow, Unit 1, Deerpark Business Complex, Dublin Road, Carlow R93 K409
Clare
Pitman Training Clare, Unit 10, Tracklands Business Park, Ennis, Co. Clare V95 F3C5
Cork
Pitman Training Cork, Unit 4, Airport East Business & Technology Park, Cork T12 KW88
Dublin
Pitman Training Dublin, 3 Westland Square, Pearse Street, Dublin D02 N567
Dundalk
Pitman Training Dundalk, First Floor, Ramparts Shopping Centre, The Ramparts, Dundalk, Co Louth A91 R820
Galway
Pitman Training Galway, Centrepoint, Liosban Business Park, Tuam Road, Galway H91 RYD2
Kerry
Pitman Training Kerry, 2nd Floor Davcon Building, Monavalley Business Park, Tralee, Co. Kerry V92 XY58
Laois
Pitman Training Laois, Kea-Lew Business Park, Mountrath Road, Portlaoise, Co Laois, R32 W0DT
Limerick
Pitman Training Limerick, Unit 8 Chapel Court, Cathedral Place, Limerick V94 F6K2
Mullingar
Pitman Training Mullingar, Castle House, Castle Street, Mullingar, Co. Westmeath, N91 Y896
Kildare
Pitman Training Kildare, Monread Shopping Centre, Monread Road, Naas W91 YR12
Sligo
Pitman Training Sligo, Abbey House, JFK Parade, Sligo V94 YH6Y
Dublin-Swords
Pitman Training Dublin-Swords, Chamber Buildings, North Street, Swords, Co.Dublin K67 A347
Waterford
Pitman Training Waterford, Unit 630C, Northern Extension, IDA Business Park, Cleaboy Road, Waterford X91 X7FV
Wexford
Pitman Training Wexford, Unit 10, Westpoint Business Park, Clonard, Wexford Town Y35 YX60
Wicklow
Pitman Training Wicklow, 10 Bullford Business Campus, Kilcoole, Co. Wicklow A63 TP65

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