Data Science


Complete Decision Tree To Random Forest In Python By Spotle

This Spotle masterclass by industry and academic leaders is for people who want to build careers in data science

Complete Decision Tree To Random Forest In Python By Spotle


2 hours


Aug 2021

Last Update
Regular Price

What you will learn

Machine Learning

Supervised Learning

Decision Tree

Decision Tree With Python

Regression Tree

Regression Tree With Python

Random Forest

Random Forest With Python


Data science and Python have become key industry drivers in the global job and opportunity market. This course with lectures from industry experts and Ivy League academics will help students, recent graduates and young professionals learn Decision Tree, Regression Tree, Random Forest and their applications in business scenarios using Python programming language.

In this course you will learn:

1. Supervised and unsupervised learning

2. The difference between supervised and unsupervised learning

3. Decision Tree with Python

4. Regression Tree with Python

5. Random Forest with Python


Spotle is an AI-powered talent network matching you to the relevant career path in real-time. Targeted at the highly mobile millennial and Gen-Z workforce, Spotle provides a dynamic and agile platform to discover career choices matched to your life goals.

The AI pulls your professional data, analyses your career goals and automatically finds the right networks, career paths and opportunities for you. Think of it as your AI-enabled assistant working 24/7 to help your career grow. Powered by a mix of NLP, predictive modelling and machine learning Spotle crunches all your professional data in the background and automatically discovers for you the right opportunities, networks and career resources for you. Spotle is focused on students and young professionals in the early stages of their career and we understand how important it is for you to have a solid start. The Spotle Learn platform aggregates learnings and content from top academics and industry practitioners and helps you build your skill through an adaptive learning path.

For companies or employers, Spotle uses deep matching to instantly surface the right talents you will want to hire. It simplifies the entire hiring process through AI-powered candidate matching. Your talent pipelining becomes easy as Spotle recommends potential hires based on your hiring goals and lets you engage with passive candidates who are not actively applying to jobs right now. It gives you a periscopic view into campus talents through leaderboards and innovative skill points.

Spotle reaches over 20,000 Recruiters and a million plus students and young professionals. The company works with leading campuses and companies to craft the right career matches.


Introduction To Supervised Learning

Supervised Learning Fundamentals

Python Environment Setup

Python Environment Setup For AI

Complete Decision Tree

Overview Of Decision Tree

Fundamentals Of Decision Tree - Part 1

Fundamentals Of Decision Tree - Part 2

Decision Tree, Impurity Gain Ratio

Decision Tree, Numerical Attributes - Part 1

Decision Tree, Numerical Attributes - Part 2

Decision Tree In Python

Decision Tree Hands-on Part 1

Decision Tree Hands-on Part 2

Decision Tree Hands-on Part 3

Decision Tree Hands-on Part 4

Decision Tree Hands-on Part 5

Regression Tree

Regression Tree

Regression Tree In Python

Regression Tree In Python

Random Forest

Ensemble Classifiers- Random Forest - Part 1

Ensemble Classifiers- Random Forest - Part 2

Random Forest In Python

Random Forest Classifier In Python - Part 1

Random Forest Classifier In Python - Part 2


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