Machine Learning: Decision Trees and Random Forests Course

What topics are covered by the course?

Module 01: Introduction: You, This Course & Us!
Module 02: Planting the Seed: What Are Decision Trees?
Module 03: Growing the Tree: Decision Tree Learning
Module 04: Branching Out: Information Gain
Module 05: Decision Tree Algorithms
Module 06: Installing Python: Anaconda & Pip
Module 07: Back To Basics: Numpy in Python
Module 08: Back To Basics: Numpy & Scipy in Python
Module 09: Titanic: Decision Trees Predict Survival (Kaggle) I
Module 10: Titanic: Decision Trees Predict Survival (Kaggle) II
Module 11: Titanic: Decision Trees Predict Survival (Kaggle) III
Module 12: Overfitting: The Bane of Machine Learning
Module 13: Overfitting Continued
Module 14: Cross-Validation
Module 15: Simplicity Is a Virtue: Regularization
Module 16: The Wisdom Of Crowds: Ensemble Learning
Module 17: Ensemble Learning Continued: Bagging, Boosting & Stacking
Module 18: Random Forests: Much More Than Trees
Module 19: Back On the Titanic: Cross Validation & Random Forests

Who should attend?

These intensive online courses are open to everyone, as long as you have an interest in the topic!

What will I be able to do on completion?

You will acquire skills listed under the curriculum.

How will I be assessed?

You will have one assignment. Pass mark is 65%.
You will only need to pay 19 for assessment.
You will receive the results within 72 hours of submittal, and will be sent a certificate in 7-14 days.

What are the requirements?
You must be 16 or over
You should have a basic understanding of English, Maths and ICT
You will need a computer or tablet with internet connection (or access to one)

What careers can I get with this qualification?
Once you have completed this Machine Learning Decision Trees & Random Forests course you will have desirable skills. You could go on to further study of this topic, or could gain entry level employment in analytics or big data. These roles often command a high salary, for example, the average salary of a Data Scientist in the UK is 43,318, and this will go up with experience (payscale.com). When you complete this Machine Learning Decision Trees & Random Forests, you could fulfil any of the following roles:

Data Scientist

Big Data Specialist

Data Architect

Data Analyst

Guide Price: 19

Delivery: Online
Category: IT & Computer »
Duration: 365
Qualification: Certificate in Machine Learning: Decision Trees and Random Forests Course

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