All available course dates
This Machine Learning: Decision Trees & Random Forests online course will teach you cool machine learning techniques to predict survival probabilities aboard the Titanic “ a Kaggle problem!
Course Highlights:
Design and Implement the solution to a famous problem in machine learning: predicting survival probabilities aboard the Titanic. Understand the perils of overfitting, and how random forests help overcome this risk. Identify the use-cases for Decision Trees as well as Random Forests.
No prerequisites required, but knowledge of some undergraduate level mathematics would help, but is not mandatory. Working knowledge of Python would be helpful if you want to perform the coding exercise and understand the provided source code.
Taught by a Stanford-educated, ex-Googler and an IIT, IIM “ educated ex-Flipkart lead analyst. This team has decades of practical experience in quant trading, analytics and e-commerce.
Python Activity: Surviving aboard the Titanic! Build a decision tree to predict the survival of a passenger on the Titanic. This is a challenge posed by Kaggle (a competitive online data science community). We'll start off by exploring the data and transforming the data into feature vectors that can be fed to a Decision Tree Classifier.
Who is the target audience?
Chapter 01: Decision Fatigue & Decision Trees
Chapter 02: A Few Useful Things to Know about Overfitting
Chapter 03: Random Forests
PACKAGE INCLUDES:
Length of Subscription: 12 Months Online On-Demand Access Running Time: 4 hrs 50 min Platform: Windows & MAC OS Level: Beginner to Advanced Project Files: Included
Learn anytime, anywhere, at home or on the go.
Stream your training via the internet, or download to your computer and supported mobile device, including iPad, iPhone, iPod Touch and most Android devices.
Gain a New Qualification - Get a verifiable qualification with Learning247 and improve your career prospects. Most of our courses CPD Accredited.
Wide Range of Courses - With over 800+ courses to choose from you're sure to find a course that interests you.
Study Anywhere & Any time - All of our online courses can be studied from your PC, MacBook , tablet or smart phone device.
As one of the market-leaders in distance-learning and self-study multimedia-based training, Learning247 provides the most cost-effective route to enable you to update and improve upon your skills; and all without the massive prices that are regularly seen throughout the training...
Find out more about this Machine Learning : Decision Trees & Random Forests Online Course course - simply fill out your details:
![]() |
Read the course |
|
![]() |
Fill in your details and Request information |
|
![]() |
Receive all the info you need |