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Data Science For Business Part 1

(35 hours of video, 207 lessons in total)

(Very Beginner Friendly)

DS4B P1 contains the essential foundations of data science for business that every data scientist needs to know.

☑️ Discover the 2 most common data formats for business data...

☑️ Master the most common type of business data to solve data science problems (Plus how to handle it.)...

☑️ I'm giving you the one command you need to know to join sensitive data together without corrupting it...

☑️ The 2 most important packages you can use to wrangle data (which will put you ahead of 90% of data scientists)...

☑️ Master these 2 foundational functions to do 50% of your data science work (Get good at these and you’ll have already won half the battle.)...

☑️ The 2 functions used to reshape data just like in Excel (and will give executives their coveted pivot tables)...

☑️ The easiest way to clean up column names (and no it isn’t rename)...

☑️ Calculate customer revenue by year and month with one EASY technique most data scientists haven’t heard of...

☑️ Learn how to use floor date (and by which units) to make beautiful time series visualizations...

☑️ Discover how to show percentage change over time (to give your boss revenue charts that dazzle)...

☑️ Learn the difference between cumulative and rolling calculations (so you can deliver business insights)...

☑️ Learn one package that unlocks number formatting (as percents and dollars)...

☑️ Build your text manipulation skills (so you can trim white space, separate text, and prepare for modeling)...

☑️ Learn the difference between Categorical and Text Data (your visualizations depend on it)...

☑️ Get a cheat sheet that gives you 90% of all ggplot functions you’ll ever need (and speeds up your learning 10X)...

☑️ Learn the 6 different plot geometries (so you can make scatter, line, bar, density, histogram, box, and violin plots)...

☑️ Use this one secret to turn your ggplot into many plots (and uncover massive business insights)...

☑️ Take a deep dive into ggplot themes (for total customization & control of your plot appearance)...

☑️ Learn how to make a function (and reduce repeated code by 90%)...

☑️ Learn the one package the eliminates the need for for-loops (and makes iteration 1000X easier)...

☑️ Discover nested data (and the secret to modeling by group)...

☑️ Mine your customer purchase history (find similarities between customers to find rare insights)...

☑️ Use K-Means to identify customer clusters (And develop targeting strategies to drive more marketing revenue)...

☑️ Discover the 2 most common types of machine learning models (and when to use them)...

☑️ Master the 10 most common machine learning algorithms (linear regression, elastic net, xgboost, random forest, plus 6 more)...

☑️ How to create preprocessing recipes (so you can transform your data with a reusable pipeline)...

☑️ How to store your models (so you can reuse in production)...

☑️ How to use the single most important package for creating professional reports (this helped me get a $20,000 pay raise)...

☑️ How one function that will turn your static ggplots into interactive plots (so you can explore data deeper)...

☑️ Create a professional sales report (and how to format it so your boss gets excited!)...

Here's the massive amount of content you unlock!

Over 200 lessons building your data skills.

Here's some of what you'll learn.

Screenshots from the course!

Data Science For Business Part 2

DS4B P2 is as close to being a real data scientist as you can get.

This course is engineered to mould you to think act and feel like a real data scientist.

Inside this course you’re given a real business problem (employee churn) and I walk you through the exact steps to solve it... Making you insanely valuable to your organization.

From conceptualizing the problem all the way to building a recommendation model... The stuff that 90% of data scientists can't do!

You’ll begin by understanding HOW to solve business problems using machine learning. You’ll train the model and then report your findings to a CEO.

In other words, real data science for business.

Here's the step-by-step process you'll follow.

Here’s Some Of The Highlights Of The Course:

Check out the advanced analysis and cutting-edge tools that you will learn!

BSPF Course

As you can see in Data Science For Business Part 2, the BSPF is an integral part of understanding a business problem.

But the best part about the BSPF is when you’re in interviews and need to demonstrate your understanding of the problem on your feet.

That’s why I created a course to take you through a deep dive of the BSPF so you can use it in ANY situation.

If you ever get a problem from upper management (or you begin consulting) you’re going to want to know the BSPF like the back of your hand.

This is the exact framework I used as a data scientist and as a private consultant.

2 Shiny Apps

Would you like some legitimate business tools I sold for $10,000 and $15,000 dollars?

Well, today's your lucky day.

When you pick up the course, I'm giving you two shiny apps for you to use and dissect.

Shiny App #1

Hierarchical Forecaster App

Shiny App #2

Customer Churn Analyzer App