To the Stars
Stanford Engineering Everywhere
URL: https://see.stanford.edu/Course
Computer Science/Programming: Programming Methodology; Programming Abstractions; Programming Paradigms
Artificial Intelligence: Introduction to Robotics; Machine Learning [Read more…] about Diving Into Data: Course Listing (work in progress)
Below is my personalised training plan to move into a career in Data/Analytics with Machine Learning, with specific reference to consumer-direct/e-commerce business. To be implemented throughout March- November 2016.
Areas to cover
Mathematics: Linear algebra, Multivariate calculus
Probability and Statistics: Inferential stats, Descriptive stats, Regression analysis (linear, logistic), Cluster analysis, Classification and regression tree model (CART), Hypothesis testing, Decision trees, Predictive modelling/forecasting [Read more…] about Diving Into Data: Personalised Training Plan (work in progress)
Career goal (immediate): Throughout March- November 2016, implement personalised training plan to move into a career in Data/Analytics with Machine Learning with specific reference to consumer-direct/e-commerce business.
Universities
Stanford University: http://cs.stanford.edu/research/computer-systems
Review Piazza for participating courses/universities & professors in relevant fields: Computer Science – Mathematics – Engineering – Economics
Wharton Customer Analytics Initiative: http://wcai.wharton.upenn.edu/
Companies
Marketing Platform http://rocketfuel.com/
Business strategy through data http://www.meltwater.com
Data management software http://www.sas.com
Data science & consulting http://www.persontyle.com/
Networking
Deep Learning London meetup http://www.meetup.com/Deep-Learning-London/
[Read more…] about Resources: Programming / Data Science / Analytics (work in progress)