ERRORS OF PREDICTIVE MODELS

Discover How Accurate ALL Your Models Are

Lee Baker - CEO Chi-Squared Innovations

Lee Baker

Do you know what the Bias/Variance Trade-Off and ROC Curves are?


If you don't, you don't understand your models...

Watch the Video to Learn More About Errors of Predictive Models...

... And How to Understand Them - All of Them!

Click to play

For a Short Time Only

You Can Get This Course at a

Very Special Price

More Details At the Bottom of This Page!

Errors of Predictive Models

Errors of Predictive Models

$299

HUGE Savings !!!

FACT FILE

FACT 1

The number of statistical tests available can be overwhelming, and mistakes can be costly

FACT 2

As many as 5 in 6 published scientific studies are actually incorrect*

The truth is, there are a lot of different statistics you can use to test your models.

Unless you've done a degree in stats at Uni, you're unlikely to know how to choose correctly...

...and you'll probably get it wrong!

*Ionnidis, JPA; PLoS Med. 2005 Aug; 2(8): e124

HOW DO YOU MEASURE THE ACCURACY OF YOUR MODELS?

Does this sound familiar?

I have created a bunch of predictive models...


...and I need to know which one is the best

  • But how do I test my models?
  • Which statistics should I use?
  • How do I compare the models?
  • How do I interpret the results?

I'm confused - I don't know how to get started!

The truth is, there are a lot of ways to measure the accuracy of your models, and unless you've got a lot of experience, you're unlikely to know which statistics to use

It's no wonder that 5 of 6 published research studies are actually incorrect!

What you need is a simple strategy that will help you reach the answers you're looking for - quickly, and with no fuss!

Errors of Predictive Models

Exclusive Video Course

Lee Baker - CEO Chi-Squared Innovations

Lee Baker

CEO Chi-Squared Innovations

Super-charge your progress...

Learning how to measure the accuracy of predictive models is a critical skill to have - and it is often done incorrectly!


You'll discover in Errors of Predictive Models - exclusive to The Hive - that it is easy to learn, easy to do, and easy to get right!


Understanding how to measure, evaluate and compare the accuracy of your models and those of others will give you a great foundation that will help you take your data ninja skills to the next level.

Errors of Predictive Models

Errors of Predictive Models

$299

HUGE Savings !!!

What is 'Errors of Predictive Models'?

Understanding how to choose the correct measures allows you to make more educated decisions about your models.

This will allow you to get stronger results from your models and allow you to be more precise with your predictions.

Our exclusive video course - Errors of Predictive Models - is where you learn how to 'read' your model stats...

...so that you know which measures are correct for your models and you get the right answers first time, every time!

Errors of Predictive Models will help you learn how to measure the accuracies of your predictive models.

The analysis of your models will be correct, your interpretations coherent and your report clear - and credible!

What You'll Learn

1

Step 1 - Regression Models

You'll learn everything you need to know about measuring the accuracy of your regression models - including the Bias/Variance Trade-Off!

2

Step 2 - Classification Models

You'll learn everything you need to know about measuring the accuracy of your classification models too - including ROC Curves and how to analyse them!

3

Step 3 - Practice, Practice, Practice

At every stage you'll get data, practice exercises and quizzes. By the time you've completed this course, you'll be a Ninja Warrior in analysing predictive models!

What's Included

Did you know that there are only 2 types of predictive model - but many ways of measuring each of them?

Well, they're all included in Errors of Predictive Models!

Regression Models

  • Errors, Residuals, Deviations
  • R-Squared
  • Variance
  • Mean Absolute Error
  • Mean Error
  • Root Mean Squared Error
  • Bias/Variance Trade-Off
  • Model Interpretations
  • Recommendations

Classification Models

  • Confusion Matrix
  • PPV & NPV
  • Sensitivity & Specificity
  • Accuracy
  • F-measure & Youden’s J
  • ROC Curves
  • AUC & Gini Coefficient
  • Model Interpretations
  • Recommendations

In Errors of Predictive Models I dive deep into all the nooks and crannies so that you know exactly what's what.

You will learn how to analyse every type of model and understand it's strengths and weaknesses.

Who is Errors of Predictive Models For?

This course is for you if you want:

  • To know how to assess the accuracy of your models - and those of others
  • To understand how to analyse both regression and classification models
  • To learn exactly which statistical tests to use - and interpret them correctly too

It took me years to figure out how to analyse all of the different models I had created.


If you’re truly interested in learning more about your models (and critically evaluate others in books and papers), this course is an absolute must-see!


I look forward to seeing you on the inside!


Lee Baker

Errors of Predictive Models

doors are closed !

Sorry, You're Too Late

Access to this course is now by invitation only...

But you can still get on the waiting list!

Faq

Is this an “Introduction to...” course?

Nope.

This is a full course.

You’ll go from A to Z.

There won’t be a follow-on course, because there is nothing beyond.

In Errors of Predictive Models you will get everything you need to successfully assess the effectiveness of any model.

How long is the course?

Errors of Predictive Models is about 2.5 hours long, and you should allow at least another 2 hours for the practice exercises. If you’re going to code the solutions in [Python/R], then you’ll need another hour or two on top.

How much time will this course save me?

Years!

Yes, really!

If you haven't had a formal education in stats (just like the other 95% of data analysts), you won't know how to choose the correct statistical measures for your models.

You could figure it out on your own (like me), but it'll take you years (like me). Or you could take this course, and you'll learn everything you need in just a few hours.

Do I need to be an expert in stats?

No.

This course will teach you how to choose the correct statistical measures for any type of predictive model.

Is this course difficult?

Not at all.

This course will teach you how to measure the accuracy of any predictive model and does contain maths - but I'll take you through every step.

I promise it'll all be simple and painless!

Will this course help me measure my models in Python or R?

Yes, it will.

Although Errors of Predictive Models is taught in Excel, and you won’t get any code in [Python/R], you will gain a full understanding of all the measures - including all the maths (which isn’t difficult) - so it should be very easy to code it in your chosen language.

I have models in [sales/engineering/marketing/psychology]. Will this course still help me?

Absolutely!

The knowledge you’ll gain from this course is applicable in any subject, in any sector, in any model.

All regression-based models are analysed using the same methods. All classification-based models too.

After taking this course you’ll be able to assess the effectiveness of any model, irrespective of where it’s come from!

Is there a satisfaction guarantee?

Yes there is!

If, after purchasing the course you're having second thoughts and would like your money back, we offer a 30 day money-back guarantee.

See below for more details.

For how long can I access the course?

When you purchase this course, you will have lifetime access to it!

Can I get this course on [Udemy/Coursera/elsewhere]?

No, it doesn’t exist anywhere else.

Not only that, Errors of Predictive Models is a course that has been requested by our Data Ninjas for a long time because nothing like this exists anywhere else.

That is exactly why I created it!

How do I pay for the course?

You can pay for the course using PayPal or Stripe with one single payment (no subscription).

Both of these providers allow you to pay by credit card.

100% Satisfaction Guarantee for 30-Days

We are proud to offer a 30 day no-quibble money back guarantee*.

We don't like being hassled when we want our money back, and we extend that same courtesy to you.


Course fees can be refunded in full any time during the first 30 days after payment*. After the 30 day period you will not be able to get a refund.

*If any member logs in several times or follows the majority of any premium course, we reserve the right to refuse refund.

Copyright 2021, Chi-Squared Innovations TCs

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