Data Science & Machine Learning

Learn the full data science workflow, from analysis and statistics to predictive machine learning models.

IBM Data Science Professional Certificate

A 12-course IBM program teaching Python, SQL, and machine learning skills to help you break into an entry-level data science career.

Python SQL

Google Data Analytics Professional Certificate

Data Science Bootcamps & Certificates

A 9-course Google path teaching data cleaning, SQL, Python, and Tableau, built to prepare complete beginners for entry-level analyst roles.

Python SQL Tableau

Data Analyst Career Path

Data Analysis

Launch your career in data analysis with expert-led training, hands-on projects, and an accredited certification.

Excel Python Tableau

Excel Fundamentals

Data Analysis

Enhance your data analysis skills with hands-on Excel training, perfect for beginners looking to gain practical knowledge.

Excel

Machine Learning for Business

Machine Learning

Discover how machine learning can transform business strategies and enhance decision-making without needing a programming background.

Data Science & Machine Learning is the technical core of working with data. This pillar brings together everything you need to move from raw datasets to models that predict and explain: exploratory data analysis, the statistics and linear algebra behind the algorithms, classical supervised and unsupervised learning, and time series forecasting. You will find beginner bootcamps that assume no prior coding experience alongside advanced specialisations for practitioners who already ship models. Compare courses by tool (Python, R, SQL), by level, and by whether they lead to a recognised certificate, then pick the path that matches the role you are aiming for.