Training and Events
Machine Learning with Python - London - 3-Day Training Course
|Mind Project Ltd|
Simon Walkowiak MBPsS
27/03/2018 - 29/03/2018
CAP House, 1st Floor, 9-12 Long Lane, London, EC1A 9HA
View in Google Maps (EC1A 9HA)
Mind Project Ltd
1. Course description.
Python has become a powerful language of data science and is now commonly used as the leading programming language for predictive analytics and artificial intelligence. During this hands-on 3-day “Machine Learning with Python” training course, the attendees will learn to utilise Python’s libraries for predictive analytics on the real-world data. The course will explore practical applications of major scientific libraries such as NumPy, pandas, SciPy and matplotlib, as well as more specialised, machine learning oriented SciKit-Learn, Theano, TensorFlow, Keras and H2O for Python.
The course will provide theoretical and practical understanding of major machine learning techniques such as:
The structure of the course will include short theoretical lectures introducing each of the above machine learning methods and practical tutorials presenting applications of these techniques using Python language. Apart from the machine learning methods, the attendees will also learn other concepts associated with predictive analytics and machine learning:
The course will utilise Python 3.x (Anaconda distribution), with additional libraries e.g. SciKit-Learn, Theano, Keras, H2O, TensorFlow etc. The full list of packages will be confirmed with the attendees before the course.
The course will run for three days (Tuesday to Thursday) 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 and business 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.
3. What is included?
Apart from the contents of the course, Mind Project will provide the participants 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/machine-learning-with-python-london-march-2018/
Intermediate (some prior knowledge)
£630 per person for the whole course (regular fee).
Website and registration
Statistical Theory and Methods of Inference, Bayesian methods, Regression Methods, Ordinary least squares (OLS), Generalized liner model (GLM), ANOVA, Linear regression, Logistic regression, Data Mining, Neural networks, Machine learning, Quantitative Approaches (other), Quantitative Software, Python
Related publications and presentations
Statistical Theory and Methods of Inference