If you work in an IT, trading or analytics position that involves machine learning, applications and analytics, or you’d like to move into this field, this fantastic-value eight course bundle will allow you to really develop your skills in this area.
How Will I Learn?
Each online short course teaches the skills you’ll need to master both the theory and the practice in each subject, including learning practical skills such as installing Python and building a recommendation system. You’ll be left with a firm grasp of core machine learning concepts and the confidence to apply this knowledge in an IT-related workplace.
What Courses Are Included?
This package includes the following courses; Factor Analysis, Deep Learning & Computer Vision, Twitter Sentiment Analysis in Python, Machine Learning: Decision Trees & Random Trees, Recommended Systems in Python, Linear & Logistic Regression, Python Programming and Quant Trading Using Machine Learning.
KEY LEARNING POINTS
Work through this bundle of eight courses to fully immerse yourself in the fields of machine learning, applications and analytics.
Follow an introduction to deep learning and computer vision.
Discover core machine learning concepts.
Build an artificial neural network.
Look at recommended systems in Python and build a movie recommendation system.
Learn intuitive machine learning techniques through a classic problem.
Understand Twitter sentiment analysis in Python through building your own sentiment analyser.
Cover Python programming from beginner to intermediate level.
Learn how to apply machine learning techniques to Quant Trading.
Look at factor analysis, including using principal components analysis to extract factors.
Understand the risks involved in regression.
Look at how to avoid the common regression pitfalls.
Study linear and logistic regression in detail.
Discover how to use simple and multiple regression to explain variance and predict outcomes.
ADVANTAGES OF THIS COURSE
Great value bundle includes eight interesting and inter-related courses.
Aid your learning with the project files and supplementary materials that are included with each course.
Study online, where and when is convenient for you.
Technical support available if required.
Learn to professionally trade and play the markets for best results.
Ideal for traders, data scientists and those working in analytics.
Give yourself a career boosting range of knowledge in the fields of machine learning and analytics.
Units of Study
Deep Learning & Computer Vision: An Introduction
Recommendation Systems in Python
Machine Learning: Decision Trees & Random Forests
Twitter Sentiment Analysis in Python
Python Programming: From Beginner to Intermediate
Quant Trading Using Machine Learning
Linear & Logistic Regression