YoVDO

Machine Learning with Python - Tutorial for Beginners

Offered By: Great Learning via YouTube

Tags

Python Courses Data Visualization Courses Machine Learning Courses Reinforcement Learning Courses pandas Courses NumPy Courses Descriptive Statistics Courses Data Manipulation Courses Numerical Computing Courses Q-learning Courses

Course Description

Overview

Machine learning is defined as the “use and development of computer systems that can learn and adapt without following explicit instructions, using algorithms and statistical models to analyze and draw inferences from patterns in data.” Great Learning’s python with Machine learning course brings you a full-fledged course inclusive of all essential topics like introduction to machine learning, machine learning algorithm, reinforcement learning, and many more. This course will enlighten you with machine learning concepts, not just conceptually but also with practicality.

Learn Artificial Intelligence from leading experts and attain a Dual Certificate in AI and Machine Learning from world-renowned universities.


Syllabus

- Agenda - .
- Introduction to Python and Anaconda .
- Introduction to Pandas and Data Manipulation .
- Introduction to Numpy and Numerical Computing .
- Data Visualization .
- Statistics vs Machine Learning .
- Types of Statistics .
- Understanding Data .
- What is Reinforcement Learning? .
- Reinforcement Learning Framework .
- Q-Learning .
- Case Study on Smart Taxi.


Taught by

Great Learning

Related Courses

Passion Driven Statistics
Wesleyan University via Coursera
Introduction to Statistics: Descriptive Statistics
University of California, Berkeley via edX
Statistics in Medicine
Stanford University via Stanford OpenEdx
Estadística para investigadores: Todo lo que siempre quiso saber
Universidad de Salamanca via Miríadax
Estadística descriptiva
Universidad Politécnica de Cartagena via Miríadax