Data analysis is the process of examining, organising, and interpreting data to identify patterns, draw conclusions, and support decision-making. On this learning path, you’ll learn about the concepts of data science, statistics, data analytics, business analytics, Python and R programming, Tableau and more.
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Data Analyst Learning Path
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Course 1
Introduction to Data Analytics
Course 2
Business Analytics with Excel
Course 3
Programming Basics and Data Analytics with Python
Course 4
Tableau Training
Elective 1
PowerBI
Elective 2
Programming Refresher
Learn essential skills
Data Analyst Learning Path
Excel as a Data Analyst with this learning path
On this course, delivered by our partners, Simplilearn, in collaboration with IBM, you’ll learn the skills to interpret data, create data visualisations, and build interactive dashboards. Also, discover how to perform regression analysis and clustering techniques for data analytics.
Learning objectives
By the end of this course, you’ll be able to:
- Understand key statistical concepts, including central tendency, correlation, and regression
- Learn SQL basics and execute commands using query tools
- Write Python programmes with variables, loops, functions, and conditions
- Explore Python features like lists, sets, dictionaries, and classes
- Work with data in Python using Pandas to read, process and save files
- Perform data analytics with Python libraries
What you'll learn
The Data Analyst Learning Path equips you with the tools to transform raw data into meaningful insights. You’ll master statistical concepts such as central tendency, correlation, and regression, which are crucial for data interpretation, and gain hands-on experience working with data using Python libraries.
Introduction to Data Analytics
Begin your journey with an overview of the core principles and methodologies of data analytics. You’ll learn how to identify patterns, interpret data trends, and make data-driven decisions that add value to your organisation. This foundation will set you up for the more advanced tools and techniques explored later in this learning path, giving you the confidence to tackle real-analytics challenges.
Business Analytics with Excel
Master the art of business analytics using Excel, one of the most versatile tools for data professionals. You’ll gain proficiency in creating dashboards, performing statistical analysis, and using advanced functions like pivot tables and data visualisation features. These skills will enable you to analyse and present insights effectively for informed decision-making.
Data Analytics with Python
Unlock the power of Python to process, analyse, and visualise data efficiently. You’ll learn to work with Python libraries such as Pandas, NumPy, and Matplotlib, developing skills to clean datasets, manipulate data structures, and generate compelling visual reports. This practical knowledge will prepare you to handle large datasets and extract meaningful insights.
Tableau training
Bring your data to life with Tableau, a leading tool for interactive data visualization. Through hands-on training, you’ll learn to design dynamic dashboards, create advanced visualisations, and connect data from multiple sources. This training ensures you can present complex data in a clear, engaging, and actionable way for diverse stakeholders.
What's included
- Data Analyst Learning Path training
- Completion certificates from IBM and Simplilearn
- Portfolio-worthy capstone demonstrating mastered concepts
- 20+ real-life projects providing hands-on experience
- Exclusive Hackathons and live interaction with IBM experts
FAQs
Achieve the qualifications you need to excel as a data analyst. This learning path covers essential software tools, data visualisation techniques, and Appium training for comprehensive development.
How is the learning path delivered?
For this Data Analyst Learning Path, you will have access to eLearning and live instructor-led virtual classes. Over the course of your 12-month licence you will be able to join several virtual classes, so that you can revisit the content as and when you need it. You will also have access to batch session recordings.
Will I receive a completion certificate at the end of the course?
Yes, but you will need to meet the following criteria in order to receive your Data Analyst certificate:
- Introduction to Data Analytics: Complete 85% of the eLearning
- Business Analytics with Excel: Complete 85% of the eLearning and pass at least one project
- Programming Basics and Data Analytics with Python: Complete 85% of the eLearning
- Tableau training: Complete 85% of the eLearning or attend one live virtual classroom course, and pass at least one project
- Data Analyst Capstone: Attend one live virtual classroom course, and pass at least one project
What are the technical requirements to access the eLearning portal?
The online learning portal can be accessed via all laptops and computers with an internet connection. It can also be accessed via tablets, although we would recommend downloading the Simplilearn app to access the portal via a mobile device. Preferred web browsers for the online learning portal are the latest versions of Google Chrome, Microsoft Edge, Opera, Safari and Mozilla Firefox.
After I make my purchase, what are the next steps?
Once you’ve purchased this learning path, you will receive an email from ILX confirming your purchase and welcoming you to the Simplilearn learning pathway portal.
This email will contain a link for you to set up a password, and once complete, you will be prompted to sign in with the username and password. From there, you will be able to proceed to the learning portal where you can start your course.
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