Machine Learning Course

Machine Learning Course

What You'll Learn in this Course

What You'll Learn in this Course

Earn an Accredited Certificate.

Earn an Accredited Certificate.

© 2021 Earn And Excel. All Rights Reserved.

© 2021 Earn And Excel. All Rights Reserved.

Simple Linear Regression

Simple Linear Regression

Multiple Linear Regression

Multiple Linear Regression

Logistic Regression

Logistic Regression

Decision Tree

Decision Tree

Skill Level: ​​Beginner to Intermediate

Language: English

Lessons: 40

Skill Level: ​​Beginner to Intermediate

Language: English

Lessons: 40

Videos: 10 hours and 2 minutes

Certificate: Get a certificate of completion that can be displayed on LinkedIn

Videos: 10 hours and 2 minutes

Certificate: Get a certificate of completion that can be displayed on LinkedIn

Course Modules

Course Modules

MODULE 1: SIMPLE LINEAR REGRESSION

1.1 Simple Linear Regression - Theory

1.2 Simple Linear Regression - Code

MODULE 2: MULTIPLE LINEAR REGRESSION

2.1 Multiple Linear Regression - Theory

2.2 Multiple Linear Regression - Code

2.3 Assumptions of Linear Regression - Theory

2.4 Curse of Dimensionality - Theory

2.5 Model Accuracy and Train Test Split - Code

MODULE 3: LOGISTIC REGRESSION

3.1 Logistic Regression - Theory

3.2 Logistic Regression - Code

MODULE 1: SIMPLE LINEAR REGRESSION

1.1 Simple Linear Regression - Theory

1.2 Simple Linear Regression - Code

MODULE 2: MULTIPLE LINEAR REGRESSION

2.1 Multiple Linear Regression - Theory

2.2 Multiple Linear Regression - Code

2.3 Assumptions of Linear Regression - Theory

2.4 Curse of Dimensionality - Theory

2.5 Model Accuracy and Train Test Split - Code

MODULE 3: LOGISTIC REGRESSION

3.1 Logistic Regression - Theory

3.2 Logistic Regression - Code

MODULE 4: DECISION TREE

4.1 Decision Tree - Theory

4.2 Cross-Validation & Hyperparameter Tuning - Theory

4.3 Decision Tree Classifier - Code

4.4 Decision Tree Classifier with Hyperparameter Tuning - Code

4.5 Decision Tree Regressor - Code

4.6 Decision Tree Regressor with Hyperparameter Tuning - Code

4.7 Decision Tree - Theory

4.8 Cross-Validation & Hyperparameter Tuning - Theory

4.9 Decision Tree Classifier - Code

4.10 Decision Tree Classifier with Hyperparameter Tuning - Code

4.11 Decision Tree Regressor - Code

4.12 Decision Tree Regressor with Hyperparameter Tuning - Code

MODULE 4: DECISION TREE

4.1 Decision Tree - Theory

4.2 Cross-Validation & Hyperparameter Tuning - Theory

4.3 Decision Tree Classifier - Code

4.4 Decision Tree Classifier with Hyperparameter Tuning - Code

4.5 Decision Tree Regressor - Code

4.6 Decision Tree Regressor with Hyperparameter Tuning - Code

4.7 Decision Tree - Theory

4.8 Cross-Validation & Hyperparameter Tuning - Theory

4.9 Decision Tree Classifier - Code

4.10 Decision Tree Classifier with Hyperparameter Tuning - Code

4.11 Decision Tree Regressor - Code

4.12 Decision Tree Regressor with Hyperparameter Tuning - Code

MODULE 5: RANDOM TREE

5.1 Random Forest - Theory

5.2 Random Forest Classifier - Code

5.3 Random Forest Classifier with Hyperparameter Tuning - Code

5.4 Random Forest Regressor - Code

5.5 Random Forest Regressor with Hyperparameter Tuning - Code

MODULE 6: MODEL ENSEMBLING & UNSUPERVISED LEARNING

6.1 Ensembling Models - Theory

6.2 Model Ensembling - Code

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

MODULE 5: RANDOM TREE

5.1 Random Forest - Theory

5.2 Random Forest Classifier - Code

5.3 Random Forest Classifier with Hyperparameter Tuning - Code

5.4 Random Forest Regressor - Code

5.5 Random Forest Regressor with Hyperparameter Tuning - Code

MODULE 6: MODEL ENSEMBLING & UNSUPERVISED LEARNING

6.1 Ensembling Models - Theory

6.2 Model Ensembling - Code

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

Whether you are a complete beginner or even at an intermediate level, this course will rapidly build your skills and confidence and have you doing your work in machine learning very quickly and productively.

You can go through the course with the confidence that it's taught by a highly experienced professional from the UK who has used Excel for over 15 years.

When you sign up, you get immediate access to the course. You can log into the lessons any time and there is no hurry to start as you have LIFETIME access!

Whether you are a complete beginner or even at an intermediate level, this course will rapidly build your skills and confidence and have you doing your work in machine learning very quickly and productively.

You can go through the course with the confidence that it's taught by a highly experienced professional from the UK who has used Excel for over 15 years.

When you sign up, you get immediate access to the course. You can log into the lessons any time and there is no hurry to start as you have LIFETIME access!

Random Tree

Random Tree

About this course

About this 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.

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 our Students say

What our Students say

 “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.”

Revin Melanis

Investment Banking PMO, London

 “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.”

Revin Melanis

Investment Banking PMO, London

 “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. This course is the complete package, I would recommend this course 100%”

 Mike Doubek

InProject Manager, United Stated

 “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. This course is the complete package, I would recommend this course 100%”

 Mike Doubek

InProject Manager, United Stated

 “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 Arian

Senior Financial Adviser, Canada

 “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 Arian

Senior Financial Adviser, Canada

Some of the Companies Our Students Work At

Some of the Companies Our Students Work At

We are accredited by the CPD Standards Office

We are accredited by the CPD Standards Office

Frequently Asked Questions

Frequently Asked Questions

How do you deliver your courses?

How do you deliver your courses?

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.

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.

Are you certified by a governing body? *

Are you certified by a governing body? *

We are fully accredited by the CPD (Continuing Professional Development) governing body. The CPD Certification Service is the independent CPD accreditation center working across all sectors, disciplines and further learning applications in the UK. 

We are fully accredited by the CPD (Continuing Professional Development) governing body. The CPD Certification Service is the independent CPD accreditation center working across all sectors, disciplines and further learning applications in the UK. 

There are many options these days to learn, why go with your courses?

There are many options these days to learn, why go with your courses?

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.

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.

How long will it take to learn these skills?

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 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!

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 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!

Can my employer pay for my training?

Can my employer pay for my 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 transfer/remittances. Get in touch if you have any specific questions.

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.

Do you have a refund policy?

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. 

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. 

How much does it cost to take your courses?

How much does it cost to take your courses?

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.

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.

How much does it cost to take your courses?

How much does it cost to take your courses?

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.

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.

Model Ensembling & Unsupervised Learning

Model Ensembling & Unsupervised Learning

Data Cleaning

Data Cleaning

Additional Machine Learning in R

Additional Machine Learning in R

MODULE 7: DATA CLEANING

7.1 Stepwise Selection - Theory

7.2 Stepwise Selection - Code

7.3 Label Encoding - Theory

7.4 Label Encoding - Code

7.5 Dummification - Theory

7.6 Dummification - Code

7.7 KNN - Theory

7.8 KNN - Code

7.9 Data Cleaning Walkthrough 1 (Housing Prices) - Code

7.10 Data Cleaning Walkthrough 2 (Titanic) - Code

MODULE 7: DATA CLEANING

7.1 Stepwise Selection - Theory

7.2 Stepwise Selection - Code

7.3 Label Encoding - Theory

7.4 Label Encoding - Code

7.5 Dummification - Theory

7.6 Dummification - Code

7.7 KNN - Theory

7.8 KNN - Code

7.9 Data Cleaning Walkthrough 1 (Housing Prices) - Code

7.10 Data Cleaning Walkthrough 2 (Titanic) - Code

MODULE 8: ADDITIONAL MACHINE LEARNING IN R

8.1 Simple Linear Regression in R - Code

8.2 Multiple Linear Regression in R - Code

8.3 Logistic Regression in R - Code

8.4 Decision Tree in R - Code

8.5 Random Forest in R - Code

8.6 R Data Cleaning Example Part 1 - Code

8.7 R Data Cleaning Example Part 2 - Code

MODULE 8: ADDITIONAL MACHINE LEARNING IN R

8.1 Simple Linear Regression in R - Code

8.2 Multiple Linear Regression in R - Code

8.3 Logistic Regression in R - Code

8.4 Decision Tree in R - Code

8.5 Random Forest in R - Code

8.6 R Data Cleaning Example Part 1 - Code

8.7 R Data Cleaning Example Part 2 - Code

Buy Now for $13 $69 80% OFF

Buy Now for $13 $69 80% OFF

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