- Видео 55
- Просмотров 10 242
Art+Science with Kevin Hartman
США
Добавлен 7 апр 2024
The Art+Science Analytics Institute is a research, information-sharing, and skill-building center dedicated to advancing learners’ knowledge and understanding of data analytics. Our mission is to build better analysts by preparing students, practitioners, and executives with the analytics skills they need to earn greater professional opportunities and become more effective digital citizens.
Art+Science is led by Kevin Hartman, Associate Teaching Professor at the University of Notre Dame and Google's former Chief Analytics Strategist.
Art+Science is led by Kevin Hartman, Associate Teaching Professor at the University of Notre Dame and Google's former Chief Analytics Strategist.
Mastering Descriptive Statistics: The Foundation of Data Analysis
Descriptive statistics are the cornerstone of data analytics, helping analysts summarize and understand complex datasets. In this video, Kevin Hartman, Associate Professor at Notre Dame and founder of Art+Science, walks you through the essential descriptive statistics every analyst should know - mean, median, mode, variance, standard deviation, skewness, and kurtosis. Using a mock dataset based on Google’s organizational health, you’ll learn how to apply these metrics to identify trends, shape your analysis, and uncover actionable insights. Whether you’re just starting out or looking to sharpen your skills, this is your guide to mastering the fundamentals.
_________________________________...
_________________________________...
Просмотров: 39
Видео
Sensitivity Analysis Using Data Tables In MS Excel
Просмотров 2014 часов назад
Sensitivity Analysis Using Data Tables In MS Excel
Average CLV (aCLV): The Best Metric You’re Not Using (Yet!)
Просмотров 56День назад
Understanding Average Customer Lifetime Value (aCLV) is essential for analysts, marketers, and business leaders alike. In this video, Kevin Hartman, Associate Professor at Notre Dame and founder of ArtScience, breaks down the concept of aCLV and walks you through a spreadsheet model to calculate it for any company. From evaluating customer acquisition costs (CAC) to identifying revenue opportun...
The Analyst’s Guide to People Analytics
Просмотров 2514 дней назад
People analytics is transforming how organizations understand and improve employee satisfaction, engagement, and retention. In this video, Kevin Hartman, Associate Professor at Notre Dame and founder of Art Science, breaks down the key metrics every analyst should know - from Employee Net Promoter Score (eNPS) to time-to-hire and productivity indicators. Learn how to leverage data to create a t...
The Analyst’s Guide to Bias-Free Data Analysis
Просмотров 3521 день назад
Biases can easily slip into data analysis, leading to flawed conclusions and misguided decisions - even for the best analysts. In this video, Kevin Hartman, Associate Professor at the University of Notre Dame and founder of Art Science, explores the four most critical biases that can affect data analysis - Anchoring Bias, Accessibility Bias, Sampling Bias, and Confirmation Bias. Learn how to re...
Mapping the Modern Consumer Decision Journey (CDJ)
Просмотров 72Месяц назад
Ever wondered how consumers really make their purchase decisions? The Consumer Decision Journey (CDJ) is the map that reveals it all - from the initial trigger moment to the final loyalty loop. In this video, Kevin Hartman breaks down each phase of the CDJ and explains how data analytics can be used to understand and influence consumer behavior at every step. Whether it’s analyzing search trend...
The Secrets To Being A Great Data Analyst In The Age Of AI
Просмотров 89Месяц назад
With AI revolutionizing data analytics, what does it take to stand out as a great data analyst today? In this video, Kevin Hartman breaks down the skills and mindset modern analysts need to thrive in an AI-driven world. From leveraging AI tools like ChatGPT to enhance coding efficiency to honing creativity and critical thinking, discover how to balance technology with human insight to deliver i...
Using an LLM to Code Smarter NOT Harder in R, Python, SQL
Просмотров 125Месяц назад
Feeling stuck with coding errors or tedious syntax issues? What if you had an AI assistant to generate, debug, and explain code in seconds? In this video, Kevin Hartman explores how large language models (LLMs) like ChatGPT can transform your coding process-whether you’re working in R, Python, or SQL. From automating tasks to offering customized code suggestions, LLMs can be your secret weapon ...
From Excel to R: When to Make the Switch
Просмотров 61Месяц назад
From Excel to R: When to Make the Switch
A New Approach to Measuring Customer Satisfaction (CSAT)
Просмотров 36Месяц назад
A New Approach to Measuring Customer Satisfaction (CSAT)
The Ultimate Introduction To Conjoint Analysis
Просмотров 572 месяца назад
The Ultimate Introduction To Conjoint Analysis
Visualizing Voice of the Customer Data with Topic Models
Просмотров 542 месяца назад
Visualizing Voice of the Customer Data with Topic Models
The Ultimate Introduction to Regression
Просмотров 1452 месяца назад
The Ultimate Introduction to Regression
How to Use Importance-Performance Maps for Better Business Decisions
Просмотров 372 месяца назад
How to Use Importance-Performance Maps for Better Business Decisions
Survey Design Best Practices: Avoid These 6 Critical Mistakes
Просмотров 573 месяца назад
Survey Design Best Practices: Avoid These 6 Critical Mistakes
Step-by-Step Tutorial: Creating a Recency-Frequency Matrix in Google Sheets
Просмотров 993 месяца назад
Step-by-Step Tutorial: Creating a Recency-Frequency Matrix in Google Sheets
Introduction to the Recency-Frequency Matrix
Просмотров 903 месяца назад
Introduction to the Recency-Frequency Matrix
Paris 2024 Top 20 Medal Winning Countries - FINAL | Art+Science #paris2024
Просмотров 353 месяца назад
Paris 2024 Top 20 Medal Winning Countries - FINAL | Art Science #paris2024
Customer Cohort Analysis (Part 2): Building & Interpreting Cohorts
Просмотров 1073 месяца назад
Customer Cohort Analysis (Part 2): Building & Interpreting Cohorts
Paris 2024 Top 20 Medal Winning Countries After The First 10 Days | Art+Science #paris2024
Просмотров 2163 месяца назад
Paris 2024 Top 20 Medal Winning Countries After The First 10 Days | Art Science #paris2024
Customer Cohort Analysis (Part 1): Preparing Data
Просмотров 1424 месяца назад
Customer Cohort Analysis (Part 1): Preparing Data
Spreadsheet Fundamentals: Basic Data Visualization
Просмотров 2164 месяца назад
Spreadsheet Fundamentals: Basic Data Visualization
Spreadsheet Fundamentals: Mastering Lookup Functions
Просмотров 984 месяца назад
Spreadsheet Fundamentals: Mastering Lookup Functions
Spreadsheet Fundamentals: CONCATENATE and LEFT, MID, RIGHT Functions In Spreadsheets
Просмотров 794 месяца назад
Spreadsheet Fundamentals: CONCATENATE and LEFT, MID, RIGHT Functions In Spreadsheets
Spreadsheet Fundamentals: IF Statements In Spreadsheets
Просмотров 1304 месяца назад
Spreadsheet Fundamentals: IF Statements In Spreadsheets
Spreadsheet Fundamentals: Tidying Messy Text
Просмотров 1805 месяцев назад
Spreadsheet Fundamentals: Tidying Messy Text
My Top 5 Data Analyst Job Search Tips
Просмотров 1975 месяцев назад
My Top 5 Data Analyst Job Search Tips
My Top 3 Essential Skills For Data Analysts
Просмотров 1745 месяцев назад
My Top 3 Essential Skills For Data Analysts