Machine Learning with Python – All-in-One Bootcamp

If you want to set up a career as a Data Scientist. Then kick start your journey though this comprehensive course.

In this course, you will learn all the techniques used by real time Data Scientists and the various methods involved in Machine learning using Python.

What You'll Learn?

Course Curriculum

Introduction to Machine Learning

Introduction to Machine Learning
Area of Implementation of Machine Learning
Supervised vs Unsupervised Learning

Introduction to Linear Regression - 1

What is Linear Regression?
Types of Linear Regression
Simple and Multiple Linear Regression

Introduction to Linear Regression - 2

Assumptions and Metrics of Linear Regression
Assumptions and Metrics of Multiple Linear Regression

Introduction to Logistic Regression, Decision Tree and Random Forest

What is Logistic Regression?
What is Decision Tree?
What is Random Forest?

Deep Learning - 1

What is Deep Learning?

Deep Learning - 2

Deep Learning Algorithms
Deep Learning Timelines
Types of Networks, Supervised/Unsupervised

Introduction to K-Nearest Neighbors

Introduction to KNN
Types of Measures

Introduction to Support Vector Machines

Introduction to SVM
Different Kernel Methods

Market Basket Analysis

What is Market Basket Analysis?

Natural Language Processing - 1

What is Natural Language Processing?

Natural Language Processing - 2

Natural Language Understanding and Natural Language Generation
Steps in NLP

Time Series Analysis

What is Time Series Analysis?
What is ARIMA?
What is SARIMA?

Certificate

Where some of
our global
alumni work

Student
Experiences

Nicole

Thanks to mock exams I could understand the language in much better way.

Andrews

Good course, was pretty helpful