Data Analysis Courses
Microsoft Fabric: The Ultimate Guide (with Projects)
Master Microsoft Fabric—the all-in-one data platform that brings together data warehousing, engineering, analytics, and real-time intelligence. In this hands-on course, you’ll learn how to design and manage robust data pipelines, build semantic models, create interactive dashboards in Power BI, and orchestrate workflows using Data Factory and Spark. With multi-tool projects and real-world scenarios, you'll gain practical experience and the confidence to lead data initiatives in any organisation.
Note: It is a pre-requisite for this course to have access to either your company’s Azure account or your own personal Azure account that has been created at least 90 days ago.
Who is the course for?
Data Engineers, Analysts, and BI professionals seeking end-to-end expertise in Microsoft Fabric
Professionals aiming to build data solutions across data warehousing, transformation, modelling, and visualisation
Learners preparing for the DP-600 certification
Anyone with access to an Azure account who wants to gain practical, job-ready skills in one of the most in-demand platforms in modern data architecture
What do students say?
Clear, structured, and beginner-friendly – This course walks learners through Microsoft Fabric step by step, with well-paced instruction, practical projects, and a strong focus on building real-world understanding from the ground up.
Covers key Fabric components with hands-on practice – From data warehousing to pipelines and real-time analytics, the course offers a comprehensive overview of the Fabric ecosystem, reinforced through thoughtful examples and guided exercises.
Highly rated teaching and presentation style – Learners consistently praise the clarity, pacing, and depth of explanation, calling it one of the best Microsoft Fabric courses available online. Ideal for both newcomers and experienced professionals looking to fill knowledge gaps.
Databricks Certified Data Analyst Associate: Practice Exams
Prepare with confidence for the Databricks Data Analyst Associate certification with two realistic, exam-style practice tests. Each question includes detailed explanations to help you understand both the reasoning and techniques behind the correct answers. Covering all major domains—Databricks SQL, data management, SQL use in the Lakehouse, dashboards, and analytics applications—this course equips you with the skills and insights needed to succeed on exam day and in real-world data roles.
Who is the course for?
Aspiring data analysts preparing for the Databricks Data Analyst Associate certification
Professionals working with Databricks SQL, dashboards, and Lakehouse environments
Individuals looking to test their knowledge under exam-like conditions before taking the official certification
What do students say?
Realistic and up-to-date exam preparation – Learners consistently report that many questions on the actual Databricks Certified Data Analyst Associate exam closely mirror those in these practice tests, helping them pass with confidence.
Well-structured with clear rationale – Each question is thoughtfully designed and accompanied by explanations to help you understand key concepts, reinforce your knowledge, and identify areas to improve.
Trusted by successful candidates – Many learners have credited this course as a key factor in their exam success, with multiple reviewers confirming they passed the certification after completing these practice tests.
Databricks SQL for Data Analysts
Learn how to analyse data effectively using Databricks SQL and Unity Catalog on the Databricks Lakehouse Platform. This hands-on course is designed to equip you with the skills to query, manage, and visualise data at scale using Databricks. From setting up your environment to mastering access controls and Delta Lake, you'll gain real-world skills relevant to today’s data analytics roles.
Who is the course for?
Experienced data analysts looking to learn Databricks SQL and work within the Lakehouse environment
Aspiring analysts or complete beginners, even those with no prior experience—SQL is taught from scratch
Students preparing for the Databricks Certified Data Analyst Associate exam
Professionals interested in Azure Databricks, Unity Catalog, and modern data governance tools
What do students say?
Clear, structured, and hands-on learning – Ideal for both beginners and professionals, this course breaks down Databricks SQL concepts with real-world examples, practical exercises, and step-by-step guidance to build skills with confidence.
Certification-aligned and exam-ready – Designed to support learners pursuing the Databricks Certified Data Analyst Associate certification, with clear explanations, visualisations, dashboards, and practice aligned to the exam content.
Highly rated teaching style – Students praise the course for its clarity, pacing, and approachable teaching, helping them quickly grasp Databricks workflows and apply SQL in a modern data environment.
Microsoft Power BI: The Complete Guide
Master Power BI Desktop and Power BI Online in this comprehensive, hands-on course featuring a real-world Formula One project. Learn how to connect to various data sources, transform data, build effective data models, and create interactive, visually engaging dashboards. From DAX to data modelling to Power BI Service, this course equips you with everything you need to develop professional business intelligence solutions from start to finish.
Who is the course for?
Beginners to intermediate users who want to learn Power BI from scratch or deepen their skills
Business analysts, data professionals, and anyone responsible for turning data into actionable insight
Learners aiming to build end-to-end BI solutions using Power BI Desktop and Power BI Pro
Those interested in data modelling, interactive visualisation, and DAX calculations
What do students say?
Beginner-friendly and easy to follow – Perfect for newcomers, this course builds confidence with clear explanations, hands-on projects, and step-by-step walkthroughs that make learning Power BI approachable and engaging.
Covers end-to-end Power BI skills – From data modelling and transformations to visualisations and publishing dashboards, the course provides a solid foundation in core Power BI features, with practical tips you can apply immediately.
Trusted teaching, real results – Learners consistently praise the instructor’s clarity, pacing, and real-world examples, making it one of the most recommended Power BI courses for building lasting skills and project-ready knowledge.
Python for Data Analysis & Visualisation
Learn one of the world’s most in-demand programming languages and master the essential Python libraries for data analysis and visualisation—including NumPy, Pandas, Matplotlib, Seaborn, and Plotly Express. This hands-on course takes you from core Python fundamentals through to advanced charting techniques, using Jupyter Notebooks as part of the Anaconda distribution. With code-alongs, exercises, quizzes and real-world dataset challenges, you’ll gain the practical skills to explore, clean, and visualise data with confidence.
Who is the course for?
Beginners who want to learn Python for data analysis and visualisation
Aspiring data analysts, scientists, or researchers who need to manipulate and interpret data using Python
Learners interested in mastering tools like NumPy, Pandas, Matplotlib, Seaborn, and Plotly
Anyone seeking a comprehensive, hands-on introduction to data handling and visual storytelling in Python
What do students say?
Beginner-friendly and comprehensive – Designed for both newcomers and those transitioning from other languages like R or C, this course guides learners through Python fundamentals and key data libraries (Pandas, Matplotlib, Seaborn) with step-by-step explanations.
Engaging, structured, and practical – Students appreciate the clear teaching style, well-paced delivery, hands-on exercises, challenge questions, and real-world applications using tools like Jupyter and Anaconda.
Trusted by learners worldwide – Widely praised for being approachable, thorough, and even “the best course on data analysis on Udemy,” many learners report using their new skills in jobs and personal projects immediately after completing the course.
The Advanced SQL Course
Take your SQL skills to the next level with this practical, hands-on course designed for intermediate users ready to advance. You’ll work in Oracle APEX, a web-based cloud platform—no installation required—and explore advanced SQL techniques including window functions, CTEs, hierarchical queries, regular expressions, and more. With assignments, quizzes, and real-world scenarios, this course will deepen your understanding and make you a more effective, versatile SQL practitioner.
Who is the course for?
Intermediate SQL users who want to build confidence with advanced query techniques
Data analysts, developers, and database professionals looking to sharpen their SQL skills across platforms
Learners who want a browser-based environment without the need to install software
Anyone keen to apply SQL to real-world data scenarios and build transferrable skills across systems like Oracle, MySQL, and Microsoft SQL Server
What do students say?
Deep, real-world SQL knowledge – Learners gain mastery of intermediate and advanced SQL topics, including window functions, subqueries, and regular expressions, through well-structured lessons packed with hands-on examples and practical insights.
Clear, calm, and accessible teaching style – The instructor’s step-by-step explanations and methodical pace make even complex topics approachable and easy to understand, earning high praise from both beginners and experienced professionals.
Job-focused and interview-ready – Many students credit this course with helping them upskill for roles such as data analyst and data engineer, successfully applying what they learned in interviews and on the job.
The Comprehensive MySQL Course
Master SQL from the ground up with this hands-on MySQL bootcamp—completely restructured for an even better learning experience. Whether you're a total beginner or looking to refresh your skills, this course covers everything from SQL fundamentals to advanced database concepts. Learn to write powerful queries, explore key differences between platforms like Oracle, PostgreSQL, and SQL Server, and develop real-world skills through coding challenges and assignments. MySQL is open source and free to use—ideal for learners at any level.
Who is the course for?
Beginners with no prior experience who want to learn SQL and relational databases from scratch
Professionals or students with some experience looking to refresh or deepen their SQL knowledge
Anyone interested in MySQL and how SQL applies across other platforms
Those wanting a structured, practical, and challenge-based learning approach
What do students say?
Beginner-friendly, yet in-depth – Designed to be accessible for complete beginners while still offering valuable insights for those looking to refresh or deepen their SQL skills.
Hands-on and practical – Includes carefully structured exercises, quizzes, and real-world examples to help you apply what you learn with confidence.
Clear, concise teaching – Well-paced lessons with simple explanations that make complex concepts easy to grasp and remember.