in 2018 Google released our machine learning crash course since then millions of people worldwide have relied on that course to learn how machine learning works and how machine learning could work for them I'm pleased to announce that Google has reimagined the machine learning crash course the new machine learning crash course still teaches fundamental machine learning principles such as linear regression logistic regression classification embeddings overfitting and neural networks but we've added new modules focused on recent advances in AI such as large language models and Automated machine learning as data is the lifeblood of machine learning we've
also developed three modules focused specifically on data AI is a powerful technology one that must be used responsibly and fairly unfortunately many AI systems inadvertently inherit harmful societal biases machine learning crash course provides different ways of looking at complex fairness issues the course helps you identify and fix inequities in AI systems student feedback on the course materials indicated a strong desire for more Interactive Learning so the new machine learning crash course helps you learn AI principles by playing with new highly interactive educational widgets developed specifically for this course for those who prefer to learn new
technologies through coding the course also provides python collab programming exercises using the popular Caris API test your knowledge through dozens of multiple choice exercises we hope you'll enjoy learning or relearning essential machine learning principles through this engaging course
