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