Data Analysis

Part Time 10 Weeks Online

What will I learn?

  • Intro to Data Analysis: we cover the basics of R, version control, reproducibility and best practice, reading in data, data types, functions, control flow, SQL, databases, data wrangling and data cleaning, dealing with outliers and missing values, and basic data analysis. We also explore data management, data governance, and data ethics.
  • Statistics & Visualisation: we cover statistics, visualisation, communicating data, and start to introduce some specialist topics including time series and spatial analysis. This also includes the basics of hypothesis testing, probability, and simple regression models.
  • Predictive Analytics: The final module covers more complicated statistics and specialist topics including power analysis, effect size calculation, text mining and multiple regression. It also covers manual model building, variable engineering, variable reduction, model implementation and performance, cluster analysis, decision tree building, and model testing. It finishes with Python and the option to complete a final project in either Python or R.

Syllabus

The need for data analysts is growing in Scotland. We train our students to be data literate – to clean, analyse, and communicate data. Our full-time immersive data analysis course is delivered in a practical, hands-on way. Temporarily available remotely through CodeClan’s Virtual Learning Experience, students will learn through 14 weeks of labs, real life exercises and projects. Students will also get access to a range of career support services and networking opportunities.Our aim is to prepare students for the real world – what industry needs now. Future-proof your career by entering the world of data analysis.

What are the requirements?

All students must complete the application process. This is to ensure we can get to know you a little, understand your career experience and expectations and prepare you to start on campus as a confident, productive learner.All students need to complete the pre-work before starting the course. This is designed to help you get comfortable with the tools you’ll be using throughout your training. We’ll also use this time to give you a refresher on some of the maths you might not have looked at since you left school. The pre-course is self-guided and completed at your own pace during the two weeks before you kick off on campus.

Knoma's take

CodeClan are a leading Scottish coding and data bootcamp that we have recognised for a long time as having an excellent national reputation. Their team, and their graduates, describe a fun and supportive environment with passionate and dedicated instructors. Take advantage of their introductory courses to get a feel for tech (and as a taster for their pro courses).

CodeClan

CodeClan is Scotland's first and only SQA accredited digital skills academy on a mission to help bridge the digital skills gap in Scotland's growing tech industry. The rapidly evolving digital industry impacts almost every sector in Scotland. We take care to understand the skills that are sought by employers across the country and the technologies that are changing business...
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£554 / month

£6650 interest free loan from Knoma over 12 months

Key skills

Basics of R Version Control Reproducibility & Best Practice Reading in Data Data Types Functions Control flow SQL Databases Data Wrangling Data Cleaning Dealing with Outliers & Missing values Data Analysis Data Management Data Governance Data Ethics
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