Канал: RichardOnData

Classification Metrics Explained | Sensitivity, Precision, AUROC, & More

Classification Metrics Explained | Sensitivity, Precision, AUROC, & More

SHAP Values: An Overview

SHAP Values: An Overview

Is ChatGPT-4 Worth It?

Is ChatGPT-4 Worth It?

Follow THESE 5 Tips to Get a Data Job

Follow THESE 5 Tips to Get a Data Job

Learn (and Do) Data Science FAST with ChatGPT

Learn (and Do) Data Science FAST with ChatGPT

The Data Job Market in 2024

The Data Job Market in 2024

No, AI (Probably) Won’t Take Your Data Job Soon

No, AI (Probably) Won’t Take Your Data Job Soon

R or Python: Which Should You Learn in 2024?

R or Python: Which Should You Learn in 2024?

Four Data Science Jobs: My Experiences

Four Data Science Jobs: My Experiences

10 Python Packages You Should Know (in 2024)

10 Python Packages You Should Know (in 2024)

What Is Survival Analysis?

What Is Survival Analysis?

How I Would Learn Data Science in 2024 (If I Had to Start Over)

How I Would Learn Data Science in 2024 (If I Had to Start Over)

How to Setup Your Python Environment (With VSCode & Anaconda)

How to Setup Your Python Environment (With VSCode & Anaconda)

How I Passed the Google Cloud Professional ML Engineer Exam

How I Passed the Google Cloud Professional ML Engineer Exam

Update | Where I’ve Been

Update | Where I’ve Been

Tufte's Principles of Graphical Integrity

Tufte's Principles of Graphical Integrity

Why Is It SO HARD to Get a Data Science Job?

Why Is It SO HARD to Get a Data Science Job?

I Quit My Data Science Job. Here’s Why

I Quit My Data Science Job. Here’s Why

10 Good Coding Practices for Data Science

10 Good Coding Practices for Data Science

Data Science Advice for College Students

Data Science Advice for College Students

The TRUTH About Learning Data Science

The TRUTH About Learning Data Science

Is the Future of Data Work Remote?

Is the Future of Data Work Remote?

The State of Data Science in 2021 | Anaconda's Annual Report

The State of Data Science in 2021 | Anaconda's Annual Report

What Is Data Engineering?

What Is Data Engineering?

When Should You Use Regression Methods?

When Should You Use Regression Methods?

Tuning hyperparameters and stacking models with "tidymodels" | R Tutorial (2021)

Tuning hyperparameters and stacking models with "tidymodels" | R Tutorial (2021)

Evaluating ML Performance, Resampling, and Workflows in "tidymodels" | R Tutorial (2021)

Evaluating ML Performance, Resampling, and Workflows in "tidymodels" | R Tutorial (2021)

Intro to machine learning in R with "tidymodels" | R Tutorial (2021)

Intro to machine learning in R with "tidymodels" | R Tutorial (2021)

20 R Packages You Should Know

20 R Packages You Should Know

Creating ROC curves and ensembling models in R with "caret" | R Tutorial (2021)

Creating ROC curves and ensembling models in R with "caret" | R Tutorial (2021)

How ML Is Different in Real Life vs. in Books/YouTube

How ML Is Different in Real Life vs. in Books/YouTube

The Data Science Job Market in 2021

The Data Science Job Market in 2021

Training and Tuning ML Models in R with "caret" | R Tutorial (2021)

Training and Tuning ML Models in R with "caret" | R Tutorial (2021)

Julia Programming Grew MASSIVELY in 2020

Julia Programming Grew MASSIVELY in 2020

How to Learn R - Easy & Free

How to Learn R - Easy & Free

How to Make More Money | A Data Scientist’s Perspective

How to Make More Money | A Data Scientist’s Perspective

How to Break into Data Science in 2021 (5 Steps)

How to Break into Data Science in 2021 (5 Steps)

Designing tables in R with "knitr" and "kableExtra" | R Tutorial (2021)

Designing tables in R with "knitr" and "kableExtra" | R Tutorial (2021)

What Is the Best Degree for Data Science? (in 2021)

What Is the Best Degree for Data Science? (in 2021)

ANOVA (Analysis of Variance) | Statistics Tutorial 014

ANOVA (Analysis of Variance) | Statistics Tutorial 014

Should You Be a Data Science Generalist or Specialist?

Should You Be a Data Science Generalist or Specialist?

Feature Elimination and Variable Importance in R with "caret" (2021)

Feature Elimination and Variable Importance in R with "caret" (2021)

Should You Learn JavaScript in 2021? (for Data Science)

Should You Learn JavaScript in 2021? (for Data Science)

Preprocessing Data in R for ML with "caret" (2021)

Preprocessing Data in R for ML with "caret" (2021)

Can Data Science Predict Bitcoin?

Can Data Science Predict Bitcoin?

A Guided Look at 3 Shiny Apps | Anatomy of a Shiny App | R Tutorial (2020)

A Guided Look at 3 Shiny Apps | Anatomy of a Shiny App | R Tutorial (2020)

Can You Become a Data Analyst/Scientist With No College Degree?

Can You Become a Data Analyst/Scientist With No College Degree?

Intro to R Markdown | R Tutorial (2020)

Intro to R Markdown | R Tutorial (2020)

Interpreting Linear Model Output in R | R Tutorial (2020)

Interpreting Linear Model Output in R | R Tutorial (2020)

Thank You for 5,000 Subscribers | 2021 Plans and Why I Started This Channel

Thank You for 5,000 Subscribers | 2021 Plans and Why I Started This Channel

Creating and tidying linear models in R with "broom" | R Tutorial (2020)

Creating and tidying linear models in R with "broom" | R Tutorial (2020)

How I Stay Productive As a Data Scientist & Entrepreneur

How I Stay Productive As a Data Scientist & Entrepreneur

Loops, Functions, and the Apply Family | R Tutorial (2020)

Loops, Functions, and the Apply Family | R Tutorial (2020)

What Is the Career Path for Data Scientists?

What Is the Career Path for Data Scientists?

2020 Polls Were a DISASTER - How Can They Improve in the Future?

2020 Polls Were a DISASTER - How Can They Improve in the Future?

Z-Tests vs. T-Tests | Statistics Tutorial 013

Z-Tests vs. T-Tests | Statistics Tutorial 013

How Much ML Do You REALLY Need for Data Science?

How Much ML Do You REALLY Need for Data Science?

Statistics in Julia | Julia Tutorial (2020)

Statistics in Julia | Julia Tutorial (2020)

Manipulating Text in R with "stringr" | R Tutorial (2020)

Manipulating Text in R with "stringr" | R Tutorial (2020)

Questions You Should Ask At a Data Science Job Interview

Questions You Should Ask At a Data Science Job Interview

Visualizing Data in Julia with VegaLite.jl | Julia Tutorial (2020)

Visualizing Data in Julia with VegaLite.jl | Julia Tutorial (2020)

Manipulating Data in Julia with DataFrames.jl | Julia Tutorial (2020)

Manipulating Data in Julia with DataFrames.jl | Julia Tutorial (2020)

Getting Started in Julia and Setting Up Your Environment | Julia Tutorial (2020)

Getting Started in Julia and Setting Up Your Environment | Julia Tutorial (2020)

5 Machine Learning Books You Should Read in 2020-2021

5 Machine Learning Books You Should Read in 2020-2021

Conquering Factors in R with "forcats" | R Tutorial (2020)

Conquering Factors in R with "forcats" | R Tutorial (2020)

Dating, #66DaysOfData, Ridiculous Job Descriptions, and More (w/Ken Jee)

Dating, #66DaysOfData, Ridiculous Job Descriptions, and More (w/Ken Jee)

Should You Learn Power BI for Data Science? (in 2020)

Should You Learn Power BI for Data Science? (in 2020)

Handling Datetimes in R with "lubridate" | R Tutorial (2020)

Handling Datetimes in R with "lubridate" | R Tutorial (2020)

Why Do So Many Data Science Projects Fail?

Why Do So Many Data Science Projects Fail?

Bad Data Means Bad Models! (Here’s Why)

Bad Data Means Bad Models! (Here’s Why)

Data Science in Academia (w/Data Professor)

Data Science in Academia (w/Data Professor)

Important Base R Functions | R Tutorial (2020)

Important Base R Functions | R Tutorial (2020)

Data Structures in R | R Tutorial (2020)

Data Structures in R | R Tutorial (2020)

What Makes a GREAT Data Scientist?

What Makes a GREAT Data Scientist?

Tidying Data in R with "tidyr" | R Tutorial (2020)

Tidying Data in R with "tidyr" | R Tutorial (2020)

Visualizing Data in R with "ggplot2" and "ggThemeAssist" | R Tutorial (2020)

Visualizing Data in R with "ggplot2" and "ggThemeAssist" | R Tutorial (2020)

Manipulating Data in R with "dplyr" | R Tutorial (2020)

Manipulating Data in R with "dplyr" | R Tutorial (2020)

Is Data Science BORING?!

Is Data Science BORING?!

Is R Programming SURGING in Popularity in 2020?

Is R Programming SURGING in Popularity in 2020?

My Google Data Scientist interview - I got DESTROYED

My Google Data Scientist interview - I got DESTROYED

5 Tips to Get a Data Science Job (in 2021)

5 Tips to Get a Data Science Job (in 2021)

Best Shiny Apps in 2020 | RStudio Contest Winners

Best Shiny Apps in 2020 | RStudio Contest Winners

Data Scientist vs ML Engineer | A Data Scientist’s Perspective

Data Scientist vs ML Engineer | A Data Scientist’s Perspective

The TRUTH About T-Tests: Do the Assumptions Matter?

The TRUTH About T-Tests: Do the Assumptions Matter?

The State of Data Science in 2020

The State of Data Science in 2020

How Much SQL Is Needed for Data Science? (10 Items)

How Much SQL Is Needed for Data Science? (10 Items)

Data Scientists Are Quitting Their Jobs?!

Data Scientists Are Quitting Their Jobs?!

The State of AI and Machine Learning (in 2020)

The State of AI and Machine Learning (in 2020)

Types of Statistical Bias | Statistics Tutorial 012

Types of Statistical Bias | Statistics Tutorial 012

Statistical Sampling Methods | Statistics Tutorial 011

Statistical Sampling Methods | Statistics Tutorial 011

Reaction to the Worst Graphs Ever | 1,000 Subscriber Special

Reaction to the Worst Graphs Ever | 1,000 Subscriber Special

When Should You Use Random Forests?

When Should You Use Random Forests?

How Much Math Do You Need for Data Science?

How Much Math Do You Need for Data Science?

10 Julia Packages You Should Learn for Data Science (in 2020)

10 Julia Packages You Should Learn for Data Science (in 2020)

Regression to the Mean (with Examples)

Regression to the Mean (with Examples)

Communication in Data Science (5 Tips)

Communication in Data Science (5 Tips)

Type I, II & III Errors and Power | Statistics Tutorial 010

Type I, II & III Errors and Power | Statistics Tutorial 010

Impostor Syndrome in Data Science

Impostor Syndrome in Data Science

P-Values and P-Hacking | Statistics Tutorial 009

P-Values and P-Hacking | Statistics Tutorial 009

Hypothesis Testing Steps | Statistics Tutorial 008

Hypothesis Testing Steps | Statistics Tutorial 008

Business Analyst vs Data Scientist | A Data Scientist’s Perspective

Business Analyst vs Data Scientist | A Data Scientist’s Perspective

10 R Packages You Should Know in 2020

10 R Packages You Should Know in 2020

Confidence Intervals and Confidence Level | Statistics Tutorial 007

Confidence Intervals and Confidence Level | Statistics Tutorial 007

Forecasting coronavirus deaths: you don't know what you don't know.

Forecasting coronavirus deaths: you don't know what you don't know.

Will Data Science Die in 5 Years??

Will Data Science Die in 5 Years??

Central Limit Theorem | Statistics Tutorial 006

Central Limit Theorem | Statistics Tutorial 006

Can Data Science Predict the Stock Market?

Can Data Science Predict the Stock Market?

A Study Pathway for Data Science in 2020 (7 Steps)

A Study Pathway for Data Science in 2020 (7 Steps)

Conditional Probability and Bayes’ Rule | Statistics Tutorial 005

Conditional Probability and Bayes’ Rule | Statistics Tutorial 005

Should You Learn SAS in 2020? (for Data Science)

Should You Learn SAS in 2020? (for Data Science)

Binomial Distribution | Statistics Tutorial 004

Binomial Distribution | Statistics Tutorial 004

Normal Distribution and Z-Scores | Statistics Tutorial 003

Normal Distribution and Z-Scores | Statistics Tutorial 003

Simpson’s Paradox (with Examples)

Simpson’s Paradox (with Examples)

Inference vs. Prediction: An Overview

Inference vs. Prediction: An Overview

Why Did Polls Get the 2016 Election Wrong? (A Statistical Modeling Failure)

Why Did Polls Get the 2016 Election Wrong? (A Statistical Modeling Failure)

The Julia Programming Language in 2020 (for Data Science)

The Julia Programming Language in 2020 (for Data Science)

Data Visualization: All About 2D Graphs

Data Visualization: All About 2D Graphs

R or Python: Which Should You Learn?

R or Python: Which Should You Learn?

Why You Should Use an Open Source Programming Language (in 2021)

Why You Should Use an Open Source Programming Language (in 2021)

Measures of Spread | Statistics Tutorial 002

Measures of Spread | Statistics Tutorial 002

Measures of Center (Mode, Median, Mean) | Statistics Tutorial 001

Measures of Center (Mode, Median, Mean) | Statistics Tutorial 001

MY STORY: How I Became a Data Scientist

MY STORY: How I Became a Data Scientist

Descriptive vs Predictive vs Prescriptive Analytics

Descriptive vs Predictive vs Prescriptive Analytics

Why You Should Become a Data Scientist (in 2021)

Why You Should Become a Data Scientist (in 2021)

What Not to Do in Data Science | 5 Mistakes I've Made

What Not to Do in Data Science | 5 Mistakes I've Made

5 Reasons NOT to Become a Data Scientist

5 Reasons NOT to Become a Data Scientist

How Much Statistics Do You REALLY Need for Data Science?

How Much Statistics Do You REALLY Need for Data Science?

What Is a Data Scientist Exactly?

What Is a Data Scientist Exactly?