Learn the essential mathematical foundations for machine learning and artificial intelligence. Want to study machine learning or artificial intelligence, but worried that your math skills may not be up to it? Do words like “algebra’ and “calculus” fill you with dread? Has it been so long since you studied [...]
Get hands-on experience with the science and research aspects of data science work, from setting up a proper data study to making valid claims and inferences from data experiments. Data scientists are often trained in the analysis of data. However, the goal of data science is to produce a [...]
Get hands-on experience building and deriving insights from machine learning models using Python and Azure Notebooks. Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends.
Learn how to frame reinforcement learning problems, tackle classic examples, explore basic algorithms from dynamic programming, temporal difference learning, and progress towards larger state space using function approximation and DQN (Deep Q Network).
Analytics and AI are powerful tools that have real-word outcomes. Learn how to apply practical, ethical, and legal constructs and scenarios so that you can be an effective analytics professional. Corporations, governments, and individuals have powerful tools in Analytics and AI to create real-world outcomes, for good or for [...]