Explore free, beginner-friendly learning resources from London Academy of IT. These guides are designed to support learners in Python, data analysis, statistics, machine learning, AI and automation.
Our resources explain important technical concepts in simple language, with practical examples and clear explanations. They are ideal for students preparing for our courses, professionals refreshing their knowledge, and organisations supporting staff development.
Learn essential statistics and maths concepts for data analysis, machine learning and AI.
Beginner-friendly Python guides, examples and explanations to support programming learners.
Practical resources on data cleaning, visualisation, analysis and real-world data workflows.
Understand machine learning concepts, models, evaluation metrics and practical workflows.
Learn about neural networks, deep learning concepts, NLP, LSTM and modern AI applications.
Learn how APIs, JSON and automation help connect Python to real-world data and systems.
If you are new to data science or machine learning, we recommend starting with the Statistics & Maths resources. These guides explain the concepts that support data analysis, machine learning and AI in a beginner-friendly way.
Explore our practical instructor-led courses in Python, SQL, Power BI, Data Analysis, Machine Learning and AI.
At London Academy of IT, we provide instructor-led online and in-person IT training in Data Analytics, SQL, Python, Power BI, and more. Our cutting-edge courses are designed to boost performance and enhance employability, providing the competitive edge employers look for.
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