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This course teaches the basic concepts of machine learning and artificial intelligence in a hands-on manner. Students only need basic knowledge of calculus and linear algebra. The course starts with an introduction to Python and the theoretical foundations of ML and AI. Students will work on linear regression and implement stochastic gradient descent using TensorFlow and PyTorch. They will also learn about neural networks, Convolutional Neural Networks, and handle forward and backward passes during training. Finally, they will work on solving practical problems of ML and AI from diverse domains.
1. Accommodation provided at Lady Margaret Hall College during the course
2. Breakfast, lunch, and dinner will be provided on teaching days
3. Graduation Formal Hall on the final evening with a special banquet in the Dining Hall
1. LMH Summer Programmes are created and taught by skilled academics and specialists from Lady Margaret Hall and University of Oxford
2.The courses are delivered using the Oxford teaching approach which highlights personalised small-group learning
3.The programme includes a range of class formats such as lectures, seminars, and tutorials
Resident Advisers are available to help you get to know other students and explore the cityand ensure that you can have an authentic experience of life as an Oxford college student
A pioneering and historic college of the University of Oxford with its own intellectually challenging summer school.
1. Accommodation provided at Lady Margaret Hall College during the course
2. Breakfast, lunch, and dinner will be provided on teaching days
3. Graduation Formal Hall on the final evening with a special banquet in the Dining Hall
1. LMH Summer Programmes are created and taught by skilled academics and specialists from Lady Margaret Hall and University of Oxford
2.The courses are delivered using the Oxford teaching approach which highlights personalised small-group learning
3.The programme includes a range of class formats such as lectures, seminars, and tutorials
Resident Advisers are available to help you get to know other students and explore the cityand ensure that you can have an authentic experience of life as an Oxford college student
Location:
Oxford
Fees from:
£3,725
Typical duration:
3 Weeks
Dates:
25th June - 15th July / 6th - 26th August
Age Range:
-
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Our mission is to help connect curious students with world class summer school programmes.
