Skill Packs
252 complete modules, each a subject taught lesson by lesson with a project, matched to the free certifications that test it and the free library resources that prepare you. Choose your technology, your branch or your industry.
AI and data skills taught through the problems of your own degree.
Engineering
ENG-CSEBeginner
AI for CSE and IT
How computer science and IT students put AI to work in software: code assistants, testing, search, recommendation, log analysis and shipping a model inside an application.
29 hours 10 lessons π 2 free certifications π 8 library resources
ENG-ECEBeginner
AI for electronics and communication engineering
Signal processing meets machine learning: filtering and feature extraction, modulation and channel problems, speech and image sensing, and models that run on small devices.
29 hours 9 lessons π 1 free certification π 8 library resources
ENG-EEEBeginner
AI for electrical and electronics engineering
Forecast demand, detect faults and keep power equipment healthy with data: load forecasting, smart meters, fault detection, renewable output prediction and predictive maintenance.
28 hours 9 lessons π 1 free certification π 8 library resources
ENG-MECBeginner
AI for mechanical engineering
Predictive maintenance, quality inspection, generative design and simulation shortcuts for mechanical engineers, with the data skills to work on machine and process data.
27 hours 9 lessons π 8 library resources
ENG-CIVBeginner
AI for civil engineering
Data and AI for civil engineers: structural health monitoring, crack detection from images, traffic and flood prediction, geospatial analysis and construction planning.
28 hours 9 lessons π 8 library resources
ENG-CHEBeginner
AI for chemical engineering
Model processes with data: soft sensors, process monitoring, yield prediction, optimisation and fault detection for plants and reactors.
28 hours 9 lessons π 8 library resources
ENG-BIOBeginner
AI for biomedical and biotechnology
Machine learning on medical signals, images and biological data, with the ethics and validation that health work demands.
28 hours 9 lessons π 8 library resources
ENG-IOTBeginner
IoT, embedded systems and edge AI
Connect sensors to the cloud and put intelligence on the device: microcontrollers, protocols, data pipelines, dashboards and models that run at the edge.
27 hours 9 lessons π 1 free certification π 6 library resources
ENG-ROBBeginner
Robotics and automation with AI
From kinematics and control to perception and learning: ROS, simulation, computer vision for robots and reinforcement learning basics.
29 hours 9 lessons π 2 free certifications π 8 library resources 5.0 Β· π€ Human-centred
ENG-VLSAdvanced
VLSI, semiconductors and AI
The chip design flow and where AI helps: digital design with Verilog, verification, physical design concepts, and machine learning for yield, timing and design exploration.
30 hours 10 lessons π 1 free certification π 8 library resources
ENG-QNTAdvanced
Quantum computing foundations
A first course in quantum computing for engineers: qubits, gates, key algorithms, programming real quantum simulators and cloud devices, and an honest view of what works today.
29 hours 9 lessons π 8 library resources
ENG-BLKBeginner
Blockchain and smart contracts
How blockchains work and how to build on them: cryptography, consensus, Ethereum, Solidity smart contracts, testing and security.
29 hours 10 lessons π 6 library resources
ENG-GENBeginner
AI for science and other branches
For students of any other science, mining, textile, agriculture or applied branch: practical data analysis and machine learning with a project from your own subject.
27 hours 9 lessons π 2 free certifications π 6 library resources
Management
MGT-BANBeginner
Business analytics for managers
Turn business data into decisions: Excel and Power BI, descriptive statistics, forecasting and simple models, built for MBA and BBA students without a coding background.
30 hours 10 lessons π 2 free certifications π 7 library resources
MGT-MKTBeginner
Marketing analytics and AI
Measure and improve marketing with data: customer segments, campaign performance, SEO and web analytics, attribution, churn and personalisation with generative AI tools.
29 hours 10 lessons π 1 free certification π 7 library resources
MGT-FINBeginner
Finance analytics and fintech
Data skills for finance students: financial statements in Excel and Python, risk and return, credit scoring, fraud flags and how fintech uses machine learning.
31 hours 10 lessons π 8 library resources
MGT-HRMBeginner
People analytics and HR technology
Use data well in HR: workforce dashboards, attrition prediction, hiring funnels, pay equity and the responsible use of AI in recruiting.
26 hours 9 lessons π 1 free certification π 7 library resources
MGT-OPSBeginner
Operations, supply chain analytics and AI
Plan and improve operations with data: demand forecasting, inventory, routing, scheduling and quality, with Excel, Python and optimisation tools.
30 hours 10 lessons π 8 library resources 5.0 Β· π‘οΈ Resilient

