IN BRIEF Probability: measure of the chance that an event occurs (value between 0 and 1). Statistics: analysis of qualitative and quantitative data. Essential concepts: mean, median, mode. Probability calculation: favorable events divided by the total number of events. Random variables and probability distributions: fundamental concepts. Difference between probabilities and statistics: use of data. The … Read more
IN BRIEF Machine Learning Principles : Understanding the fundamental elements. Predictive Model : Manipulating basic functions. Training : Jedha’s beginner Data bootcamp, 75 hours in 2 weeks. Experiential Learning : Technology without human intervention for complex tasks. Recommended Books : Books suited for beginners in Machine Learning. Free Courses : Microsoft ML program with 26 … Read more
IN BRIEF Definition of topology: study of properties invariant under continuous deformation. Introduction to topological spaces and the concept of neighborhood. Importance of limits and separation between sets. Basic concepts: normality, open and closed. Practical applications in various disciplines. Resources: recommended books and exercises for learning. Topology is a fascinating branch of mathematics that examines … Read more