Course Live Session: ML System Design Framework

Closing The Loop In ML Systems

Launch Announcement

M1-L10-python - concurrency parallelism multithreading multiprocessing

M1-L9-python - fileIO, try-except, pytest, Type Hinting

M1-L8b-python - Generator Pipelines, Operator Overloading for Pipelining

M1-L8-python - Iterators & Generators

M1-L7b-python - classmethod & staticmethod clarification

M1-L7-python - Inheritance, Operator Overloading for custom datatypes & Polymorphism

M1-L6-python - OOP, class, data-validation, getter, setter, classmethod, staticmethod

M1-L5-python - args, kwargs & higher order functions

M1-L4-python - Set, Dictionary, comprehensions (list, dictionary, set, generator)

M1-L3-python - function, conditionals, if-else, loops

M1-L2-python - String, List & Mutability, Tuple & Immutability, need for deepcopy

M1-L1-python Visual Studio Code, REPL, Primitives, print function

Session 9 - FileIO, try-except-else, PyTest & Type Hinting

Session 8b - Generator Pipelines, Operator Overloading for Pipelining

Session 8 - Iterators & Generators

Session 7 - Inheritance, Operator Overloading for custom datatypes & Polymorphism

Session 6b - classmethod & staticmethod clarification

Session 6 - OOP 1, class, data-validation, getter, setter, @classmethod, & @staticmethod

Session 5 args, kwargs & higher order functions

session 4 - Set, Dictionary and comprehensions (for list dictionary set generator)

Session 3 - Function conditionals if-elif-else loops

List tuple interaction and behaviour

Session 2 - String List Mutability Tuple Immutability deepcopy

Session 1 - VS Code REPL primitives print

Course Structure Plan (WORK IN PROGRESS)

Correlation does not imply Causation

Machine Learning Heavy Data Science Course Announcement