The school that will launch your career in AI
Train to become a Machine Learning Engineer
Partners
JOIN the DATA SCIENCE AND MACHINE LEARNING COURSE
learn what university won’t teach you
REMOTE LEARNING, DONE RIGHT
Don’t waste a second. Learn from the comfort of your own home. Reach instructors instantly. Be ready with just an internet connection and your laptop.
EXPERIENCED INSTRUCTORS
You’ll be mentored by instructors who have been building for years, worked for leading companies and are comfortable with the latest tools and advances in AI.
DEDICATED SUPPORT
Dedicated support means that on top of the 16 hours in class per week, you’ll have scheduled 1-on-1 catch ups weekly, support through Slack and office hours available to book.
weeks to reach mastery
portfolio projects
hours of programming experience
SYLLABUS
1. DATA SCIENCE part 1 - data evaluation and collection
- Web scraping
- APIs
- Databases and SQL
- Exploratory data analysis (EDA)
- Data preprocessing
- Model evaluation and enalysis
- Statistical significance testing
- A/B testing
- Recommendation systems
- Forecasting
2. MACHINE LEARNING FOUNDATIONS
- What is machine learning?
- Building models in Python
- Linear and logistic regression
- Clustering algorithms
- SKLearn
- Gradient boosting
- XGBoost
- Support Vector Machines (SVMs)
- Regularisation
- Model evaluation and comparison
- Hyperparameter optimisation
- Project
3. DATA SCIENCE part 2 - model evaluation
- Web scraping
- APIs
- Databases and SQL
- Exploratory data analysis (EDA)
- Data preprocessing
- Model evaluation and enalysis
- Statistical significance testing
- A/B testing
- Recommendation systems
- Forecasting
4. DEEP LEARNING
- PyTorch
- Neural networks
- Regularisation for deep learning
- Optimisation for deep learning
- Convolutional Neural Networks
- Computer Vision: classification, detection & segmentation
- Recurrent Neural Networks
- GPU acceleration
- Making your own datasets
5. Deployment
- Making your own APIs
- Amazon Web Services (AWS)
- Training your models in the cloud
- Cloud deployment of models
- Serverless deployment
- 3rd party APIs
- Google Cloud Platform (GCP)
6. NATURAL LANGUAGE PROCESSING
- Word representation
- Seq-to-seq for machine translation
- Transformers
- BERT
- GPT-3
PROJECTS
Every chapter culminates in a project, framed like a real world problem. Each of these will be a substantial piece of work to add to your portfolio.
After chapter 6, it’s time to put everything together for your capstone project. You’ll work for 2 weeks on a project of your choosing, combining everything that you’ve learnt to produce something relevant to the job you are going to take next!
“They provide you with a very broad spectrum of tools. After this course, you can say ‘yes, I know pretty much everything a data scientist should‘. It’s a very professional environment. The practical part is what’s really important in AI Core. What we do is implement a lot of machine learning algorithms, hands on. It’s not just theory, it’s like 99% hands on experience, done under professional supervision, so you know how it’s done in industry.“
Steve
Steve joined whilst studying for his PhD in Mathematics at Imperial College London so that he could make the transition into industry from academia. Now he’s working as a machine learning engineer at Datatonic, a partner company of Google.
I joined AI Core to change my career. Now I’m working for an industry leader doing a job I love, solving interesting problems every day, using the latest technology.
1. subsidised by our partners
Pay Nothing Upfront &
Land a job through us
We’ll invest in you and your future by subsidising up to 50% of your tuition if hired through our hiring partners.
We value our education model and we don’t get paid a penny without a positive outcome for you. No interest; no fees; and no extra charges.
Speak to our admissions team today to learn more, or review our FAQ on tuition plans.
Subject to our Terms & Conditions.
2. Self-Funded
Pay upfront or in instalments, Get 30% off your tuition.
In response to increased demand for quality online education as a result of the COVID-19 pandemic, we’re reducing the upfront price of our programs for eligible applicants. Applicants who wish to pay upfront will receive a 30% discount on tuition.
3. Income Share Agreement
ISA approval subject to eligibility
Apply through our partner finance companies, and kick-start your new AI career. Pay nothing until you land a high-paying job.
Pay just £1000 deposit to secure your place
Your payments only last a duration of 12 Months.
Total Course Cost
Quarter the cost of a masters course, in quarter of the time, and we’ll work with you
to help you land a job you’ll love.
Who’s This Course For?
Graduates
Looking to expand your skillset and employability? Our courses are designed with PhD and postgraduates in mind. Whatever degree you’re studying, if you have keen interest in AI and understanding of passion for learning, sign up for our course.
Working Professionals
If you’re thinking of making a career jump or just planning to excel in your current field, AI Core focuses on what is practically useful and enables our community to build and implement real world solutions. Our community driven school is made up of like minded people with ambition, providing you with fantastic networking opportunities and a realistic yet optimistic look at transformative tech.
Admissions
Take the Next Step
To find out more about the next available start date, contact our Admissions team:
admissions@theaicore.com
0131 608 1792
Monday-Friday: 09:00-18:30
