Machine Learning Course

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About Course

This course is jam-packed with everything you need to get started with machine learning. We will look at various algorithm types, such as linear regression, logistic regression, decision trees, random forest, ensembled models, and beyond. Each model type will have lectures devoted to conceptualizing its mechanics, with some easy-to-follow math as well. In addition to conceptual lectures, there will be accompanying videos on key data science theory to improve accuracy and avoid common model pitfalls. Finally, each model type will have a coding video in Python to demonstrate the algorithm in action. We will also discuss common tips and tricks for cleaning data in preparation for machine learning, as well as an overview of machine learning in R.

What Will I Learn?

  • Simple Linear Regression
  • Multiple Linear Regression
  • Logistic Regression
  • Decision Tree
  • Random Tree
  • Model Ensembling & Unsupervised Learning
  • Data Cleaning
  • Additional Machine Learning in R

Curriculum

46 Lessons10h 2m

Simple Linear Regression

Simple Linear Regression – Theory
Simple Linear Regression – Code

Multiple Linear Regression

Logistic Regression

Decision Tree

Random Tree

Model Ensembling & Unsupervised Learning

Data Cleaning

Additional Machine Learning in R

Student Success!

Some Of The Companies Our Students Work At

Frequently Asked Questions (FAQs)

Once you have signed up then we will send you an email with a link to access our training dashboard, you can access all of our courses from this dashboard.All courses consist of video lessons that can be viewed on your device of choice and also to truly enhance your learning you will access lots of exercise files relevant to the lessons.
It depends on your level of commitment. Our students have seen incredible results from as little as 3o mins a day. But remember the magic is in applying the skills as much as learning them. Our courses are designed with this in mind. On the very practical end we have students who squeeze in a few mins here and there on their commute and some do dedicated 2-3 hour weekend sessions. One of our most successful students Jayne managed to get up at 4am to do her learning! This paid off massively as it landed her a six figure analyst job in a bank!
Yes, this is quite common since we focus on helping actual corporate employees. Note that for teams we offer bulk discounts. However, this needs to be done with a corporate credit/debit card. We don’t accept transfer/remittances. Get in touch if you have any specific questions.
Yes, we do, we will dust it off if you need it because it rarely happens! You have 30 days to let us know that the training isn’t right for you and we will happily refund.
You can either purchase access to one course or all of our courses, which are listed above. What we have done in a post COVID-19 world is to keep our prices low to accommodate as many ambitious people from all over the world who are looking to upskill through our high level courses without the burden of high expense.
We recognise that people prefer to pay in their own currencies and especially when our main product is a recurring membership to all our courses, you can rest assured knowing that fluctuations in currency won’t affect your financial commitment.
Great question, well frankly we make the best courses because all of our trainers have spent 10+ years using these skills in the real world! True knowledge is passed on from people who have been in the trenches, putting in long hours, solving real problems creatively. Our mission is to empower you with the very best of what works and more importantly, leave out what is unnecessary and thus a waste of your precious time.
Level
Intermediate
Duration
10h 2m
Subject

Pricing

Lifetime Online Access​
$
69.00
Lifetime
  • Access this course online
  • Including exercise files & supporting material
  • Certificate of completion
  • Email Support for 12 months
  • Download the course