All of our programmes are full-time and in-person. We keep class sizes small, typically less than 20. You will be surrounded by motivated peers and supported by expert practitioners.
You will receive one-on-one sessions with practitioners who have worked across BigTech and academia. You will read and understand cutting edge AI papers, implement them in code, and present your solutions to a cohort of engaged and supportive peers.
We offer a self-paced preparatory course and two full-time in-person intensives. We also run an 18-month apprenticeship, open to students with an existing employer to partner with us for their training.
8 weeks on campus
Model Architecture
MLOps foundations
Transformers, Attention & Sparse Attention
Multimodal Transformers
Data and Model Parallelism with multiple GPUs
Image classification, object detection & semantic segmentation
Diffusion Models for image generation with conditioning
Multistage Ranking for Search & Recommendation Engines
Next start: September 2024
8 weeks on campus
Data Management and storage
Build and deploy multi-node Kubernetes clusters
Big data foundations and data ingestion
Workflow orchestration with Apache Airflow & Prefect
Deep dive into Kubeflow Pipelines & Model Experiments
Next start: September 2024
18 months hybrid
A slow path to mastery
One or both of our 8 week bootcamps followed by 18 months of continuous training.
We are not currently accepting applications from learners without an employer. If you have an employer who is willing to partner with us for your training, ask them to get in touch.
For eligible applicants, the courses can be up to 100% government funded.
If you are not eligible for funding, the associated costs are:
MLOps Bootcamp: £8500
Deep Learning Bootcamp: £8500
Deep Learning Apprenticeship: No available
We offer an optional 'learn now, pay later' scheme.
If you are a UK citizen, you are eligible for funding if you have been an ordinarily resident in the UK or Europe for the last three years. If you are not a UK citizen, you are eligible if you have lived in the UK continuously for the last three years. You are eligible for funding if you are a refugee or have asylum status. There are several other ways you might be eligible. If you have any questions about your eligibility, please email us at hello@ml.institute