Data Science Precourse Get equipped with basic Python and mathematics required to kick start your Data Science learning journey. Enroll for free
1 Welcome to this course! Introduction FREE PREVIEW 2 1.1. Probability Theory Probability Theory - Recording FREE PREVIEW Probability Theory - Materials I FREE PREVIEW Probability Theory - Materials II FREE PREVIEW Probability Theory - Materials III FREE PREVIEW 3 1.2. Summarizing Data Summarizing Data - Recording FREE PREVIEW Summarizing Data - Materials I FREE PREVIEW Summarizing Data - Materials II FREE PREVIEW 4 1.3. Calculus for ML Calculus for ML - Recording FREE PREVIEW Calculus for ML - Materials I FREE PREVIEW Calculus for ML - Materials II FREE PREVIEW 5 1.4. Linear Algebra for ML - I Linear Algebra for ML - I - Recording FREE PREVIEW Linear Algebra for ML - I - Materials FREE PREVIEW 6 1.5. Linear Algebra for ML - II Linear Algebra for ML - II - Recording FREE PREVIEW Linear Algebra for ML - II - Materials FREE PREVIEW 7 2.1. Introduction to Python Introduction to Python & Google Colaboratory FREE PREVIEW 8 2.2. Integers, Floats & Booleans Integers, Floats & Booleans - Recording FREE PREVIEW Integers, Floats & Booleans - Materials FREE PREVIEW 9 2.3. Introduction to Strings Introduction to Strings - Recording FREE PREVIEW Introduction to Strings - Materials FREE PREVIEW 10 2.4. Introduction to Lists Introduction to Lists - Recording FREE PREVIEW Introduction to Lists - Materials FREE PREVIEW 11 2.5. Tuples, Sets & Dictionaries Tuples, Sets & Dictionaries - Recording FREE PREVIEW Tuples, Sets & Dictionaries - Materials FREE PREVIEW 12 2.6. Statements, Indentation & Conditionals Statements, Indentation & Conditionals - Recording FREE PREVIEW Statements, Indentation & Conditionals - Materials FREE PREVIEW 13 2.7. Loops and Iterations Loops and Iterations - Recording FREE PREVIEW Loops and Iterations - Materials FREE PREVIEW 14 2.8. List Comprehension List Comprehension - Recording FREE PREVIEW List Comprehension - Materials FREE PREVIEW 15 2.9. Functions & Methods Functions & Methods - Recording FREE PREVIEW Functions & Methods - Materials FREE PREVIEW 16 Practice Quiz (Optional) Practise Quiz (Optional) FREE PREVIEW