how to learn fast! - business science...how to learn fast! matt dancho & david curry business...
TRANSCRIPT
Your 30-Minute Playbook to Success
How To Learn Fast!
Matt Dancho & David CurryBusiness Science Learning Lab
Learning Lab Structure
● Presentation(30 Minutes)
● Q&A (15 Minutes)
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Data Science Workflow
Where does fit in?
Data Science Workflow
The Toolchain
Data Science Workflow
Data Science Toolchain
Data Science Workflow
Data Science ToolchainExperimentation
Data Science Workflow
Data Science ToolchainExperimentation
Distribution
Data Science Workflow
Data Science Toolchain
Amazing Toolchain for End-to-End Projects
Data Science Workflow
Data Science Toolchain
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Learning R is a Hill Climb
Learning R is a Hill Climb
Data Cleaning & Manipulation
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Advanced Data Science
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Advanced Data Science
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Advanced Data Science
Path To Top Can Be Accomplished FAST
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
80/20Focus on learning top 20% of functions and packages 1st
Top 20% Functions
Source: https://www.business-science.io/learning-r/2018/03/03/how_to_learn_R_pt1.html
Top 20% Functions
Top 20% Packages
Top 20% Functions
Learn these!
Quick Demo
Manipulation Visualization
Speed UpYour learning with Cheat Sheets
Speed Up Learning: The ULTIMATE R Cheat Sheet
Source: https://www.business-science.io/learning-r/2019/01/07/data-science-with-r-cheat-sheet.html
Do ProjectsApply your learning to relevant projects
Speed Up Learning: The ULTIMATE R Cheat Sheet
Strategy Recap
1. Apply 80/20 Rule
Learn functions that are frequently used
2. Use ULTIMATE R CHEAT SHEET
Connects to critical R Packages
3. Do Projects
Keys to Learning R Fast!
Agenda: How to Learn R Fast!
● Shiny Web App Example
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Your Playbook for Success
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Advanced Data Science
Your Playbook for Success
VisualizationData Cleaning &
Manipulation
Functional Programming & Modeling
Business Reporting
2 Business Projects:○ Customer Segmentation (K-Means Clustering)○ Product Pricing Algorithm (Regression)
NEW!!!
MSRP: $349
Your Price! $297Save: $52
Your Playbook for Success
Advanced Visualization
Advanced Data Wrangling
Advanced Functional Programming & Modeling
Advanced Data Science
MSRP: $499
Your Price! $421Save: $78
9/10 !!!Churn
Problem
Coming soon! Shiny Web Apps
Your Playbook for SuccessCOMING SOON!!!
-TRACK BUNDLE
Your Playbook for Success
BEST VALUE
MSRP: $844
Your Price! $637Save: $207
RECAP: How to Learn
--Fast!
● Data Science Workflow: Where Does R Fit In?
● What We Know About Learning R
● Strategies to Learn R Fast!
● Your Playbook for Success
Tools Fit Perfectly Into Our Workflow!
Data Science Workflow
Learning R is a Hill Climb
VisualizationData Cleaning & Manipulation
Functional Programming & Modeling
Advanced Data Science
...But it can be done quickly
Strategy Recap
1. Apply 80/20 Rule
Learn functions that are frequently used
2. Use ULTIMATE R CHEAT SHEET
Connects to critical R Packages
3. Do Projects
Keys to Learning R Fast!
Your Playbook for Success
NEW!!!
MSRP: $349
Your Price! $297Save: $52
MSRP: $499
Your Price! $421Save: $78
9/10 !!!
-TRACK BUNDLE
MSRP: $844
Your Price! $637Save: $207
BEST VALUE