Online Machine Learning Course

Machine Learning Course

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, ensemble 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 to understand what is machine learning, as well as an overview of machine learning in R.

In this course, you will get to know about different machine learning applications that are specifically designed for the novices. Machine learning for beginners is helpful as we provide machine learning tutorials in simple and easy language. Our machine learning classes will entirely explain what you need to know about advanced applications.

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!

Excellent Courses

“This course is excellent. The Skills I have developed have given me the confidence to tackle advanced problems in an Investment Banking environment. Unlike other courses, the tutorials are practical, to the point and are relevant to professionals. I would highly recommend this course.”

A. Saleem

Investment Banking PMO, London

Game Changer

“Sohail’s courses have provided me with the guidance and traction to hugely grow my earnings – in fact trebled my income over the past few weeks upon completion. This was due to the fact there’s a formula that for me clarified core missing pieces. For me this has been a real game changer and a catalyst.”

James Barton-Ginger

Senior Project Manager, New Zealand

100% Recommend

“The VBA course has been a game changer as the ability to automate was something I longed for in order to be more efficient and more effective as a professional. I also really liked the PowerPoint lesson and the Marketing Your Skills lesson. This course is the complete package, I would recommend this course 100%

Mike Doubek

Project Manager, US

Huge Help

“I applied many of the skills I learnt through your excel course to automate many aspects of my work and it has been a huge help. My next step is to improve my VBA skills!”

Kiran Arain

Senior Financial Analyst, Canada

Some Of The Companies Our Students Work At

Frequently Asked Questions (FAQs)

HOW DO YOU DELIVER YOUR MACHINE LEARNING COURSE?

Once you have signed up, we will send you an email with a link to access our Machine learning 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.

HOW LONG WILL IT TAKE TO LEARN THESE SKILLS?

It depends on your level of commitment. Our students have seen incredible results from as little as 30 minutes a day. But remember, the magic is in applying the skills as much as learning them. Our machine learning online course is designed with this in mind. On the very practical end, we have students who squeeze in a few minutes here and there on their commute, and some do dedicated 2-3 hours weekend sessions. One of our most successful students, Jayne managed to get up at 4 am to learn! This paid off massively as it landed her a six-figure analyst job in a bank!

CAN MY EMPLOYER PAY FOR MY MACHINE LEARNING TRAINING?

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 transfers/remittances. Get in touch if you have any specific questions.

DO YOU HAVE A REFUND POLICY?

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.

HOW MUCH DOES IT COST TO TAKE YOUR MACHINE LEARNING CRASH COURSE?

You can either purchase access to one course or all of our courses, which are listed above. We have done in a post-COVID-19 world 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.

WHY DO YOU SELL IN MULTIPLE CURRENCIES?

We recognize 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.

THERE ARE MANY OPTIONS THESE DAYS TO LEARN, WHY GO WITH YOUR COURSES?

Great question; well, frankly, we make the best machine learning 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

Data Science

Enroll Now

Pricing

Lifetime Online Access

149

Lifetime

Access this course online
Including exercise files & supporting material
Certificate of completion
Email Support for 12 months
Download the course

Machine Learning Course

About Course

What Will I Learn?

Curriculum

Simple Linear Regression

Simple Linear Regression – Theory

Simple Linear Regression – Code

Multiple Linear Regression

Multiple Linear Regression – Theory

Multiple Linear Regression – Code

Assumptions of Linear Regression – Theory

Curse of Dimensionality – Theory

Model Accuracy and Train Test Split – Code

Logistic Regression

Logistic Regression – Theory

Logistic Regression – Code

Decision Tree

Decision Tree – Theory

Cross-Validation & Hyperparameter Tuning – Theory

Decision Tree Classifier – Code

Decision Tree Classifier with Hyperparameter Tuning – Code

Decision Tree Regressor – Code

Decision Tree Regressor with Hyperparameter Tuning – Code

Decision Tree – Theory

Cross-Validation & Hyperparameter Tuning – Theory

Decision Tree Classifier – Code

Decision Tree Classifier with Hyperparameter Tuning – Code

Decision Tree Regressor – Code

Decision Tree Regressor with Hyperparameter Tuning – Code

Random Tree

Random Forest – Theory

Random Forest Classifier – Code

Random Forest Classifier with Hyperparameter Tuning – Code

Random Forest Regressor – Code

Random Forest Regressor with Hyperparameter Tuning – Code

Model Ensembling & Unsupervised Learning

Ensembling Models – Theory

Model Ensembling – Code

Unsupervised vs. Supervised Learning + Summary of NLP and Deep Learning – Theory

Data Cleaning

Stepwise Selection – Theory

Stepwise Selection – Code

Label Encoding – Theory

Label Encoding – Code

Dummification – Theory

Dummification – Code

KNN – Theory

KNN – Code

Data Cleaning Walkthrough 1 (Housing Prices) – Code

Data Cleaning Walkthrough 2 (Titanic) – Code

Additional Machine Learning in R

Simple Linear Regression in R – Code

Multiple Linear Regression in R – Code

Logistic Regression in R – Code

Decision Tree in R – Code

Random Forest in R – Code

R Data Cleaning Example Part 1 – Code

R Data Cleaning Example Part 2 – Code