Training and Events
Deep Learning and AI with Python – London - 2-Day Training Course
|Mind Project Ltd|
Simon Walkowiak MBPsS
21/03/2019 - 22/03/2019
8th Floor, Peninsular House, 36 Monument Street, London, EC3R 8LJ
View in Google Maps (EC3R 8LJ)
Mind Project Ltd
1. Course description.
The “Deep Learning with Python” training course is focused on practical implementations of artificial neural networks and deep learning methods using Python programming language with state-of-the-art Python libraries used in AI and predictive analytics e.g. scikit-learn, h2o, keras, tensorflow and PyTorch for classification, regression, textual and sequential analysis, and image recognition tasks.
The course covers the most important concepts of neural networks e.g. introduction to various neural network algorithms, differing network topologies, activation and loss functions, operations on tensors of varying dimensionality as well as more advanced multi-layered (deep) learning methods with Python including training, validation and optimisation of distributed neural network models with the h2o framework and deep learning applications with keras, PyTorch and tensorflow libraries. Examples of approaches include convolutional and recurrent neural networks, long short-term memory and selected generative deep learning models.
The course will run for two days (Thursday and Friday) between 9:30am and 5:00pm and will consist of alternating lecture-style presentations and practical tutorials. The example datasets used during tutorial sessions will come from social sciences, psychology, business and finance fields, however the contents may vary depending on specific interests of participants (based on the Participant’s Skills Inventory). There will be two 15-minute coffee/tea breaks and one 1-hour lunch break on each day of the course.
The programme for this course covers the following concepts and topics:
3. What is included?
Apart from the contents of the course, Mind Project will provide you with the following:
4. Further instructions.
Should you have any questions please contact Mind Project Ltd at firstname.lastname@example.org or by phone on 0203 322 3786. Please visit the course website at https://www.mindproject.io/product/deep-learning-with-python-london-march-2019/.
Advanced (specialised prior knowledge)
£825 per person for the whole course (regular fee).
Website and registration
Correlation, Effect size , Statistical Theory and Methods of Inference, Regression Methods, Data Mining, Neural networks, Machine learning, Mixed Methods Data Handling and Data Analysis, Quantitative Software, Python, Deep learning , Artificial Intelligence , Computer Vision , keras , tensorflow
Related publications and presentations