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Data Analysis: Talks on Processing, Modeling, and Visualization

These talks cover the data analysis workflow. Learn to clean, transform, and model data using tools like R, Python, and SQL to solve practical problems.

Matching moments

Live demo of data analysis with DataWorks
05:13 MIN

Live demo of data analysis with DataWorks

Alibaba Big Data and Machine Learning Technology

Starting with the right questions for data analysis
03:36 MIN

Starting with the right questions for data analysis

Beyond Gut Feelings: The Rise of Data-Driven HR

Analyzing raw data to create useful metrics
08:41 MIN

Analyzing raw data to create useful metrics

Using non-functional testing to guide user interface, backend services, voice interface, and media development

Using AI for deeper and holistic data analysis
00:51 MIN

Using AI for deeper and holistic data analysis

Valven Atlas: Engineering Intelligence That Delivers

Empowering data scientists to uncover hidden business insights
03:49 MIN

Empowering data scientists to uncover hidden business insights

Coffee with Developers

Preventing bias by starting with data and designing for fairness
02:52 MIN

Preventing bias by starting with data and designing for fairness

Algorithmic Bias- Preventing Unfairness in your Algorithms

Using AI to detect anomalies in data files
04:03 MIN

Using AI to detect anomalies in data files

From Syntax to Singularity: AI’s Impact on Developer Roles

Data exploration and analysis with Kotlin in Jupyter
07:32 MIN

Data exploration and analysis with Kotlin in Jupyter

The best of both worlds: Combining Python and Kotlin for Machine Learning

Proving the value of code reviews with data
02:03 MIN

Proving the value of code reviews with data

Are Code Reviews Worth It? Insights from 16 Years of Review Data

The high cost and failure of ungoverned data
05:24 MIN

The high cost and failure of ungoverned data

Data Governance in the Era of AI

The challenge of root cause analysis in complex manufacturing
03:25 MIN

The challenge of root cause analysis in complex manufacturing

Solving the puzzle: Leveraging machine learning for effective root cause analysis

The essential skills of a modern data scientist
04:57 MIN

The essential skills of a modern data scientist

Anomaly Detection - Using unsupervised Machine Learning for detecting anomalies in customer base

Adopting analytics approaches for project-specific questions
04:42 MIN

Adopting analytics approaches for project-specific questions

Data Science on Software Data

Using exploratory data analysis to visualize customer patterns
01:36 MIN

Using exploratory data analysis to visualize customer patterns

Data Science in Retail

Analyzing social networks and human behavior in games
02:01 MIN

Analyzing social networks and human behavior in games

The Future Past of Technology - A Game Developers POV

Building throwaway tools for data-driven problem validation
04:53 MIN

Building throwaway tools for data-driven problem validation

The Innovation Formula: Fast Prototyping, Data Analysis, and Real User Insights

Why you should consider learning the R language
07:05 MIN

Why you should consider learning the R language

May I interest you in ... R?

Analyzing the time cost of the review cycle
02:00 MIN

Analyzing the time cost of the review cycle

Are Code Reviews Worth It? Insights from 16 Years of Review Data

The challenge of interpreting sustainability data without context
03:50 MIN

The challenge of interpreting sustainability data without context

A Hitchhiker's Guide to Resource Efficient Software

How to visualize collaboration networks using Jira data
01:30 MIN

How to visualize collaboration networks using Jira data

Collaboration Quantified: Lessons from Open Source Developer Networks

Applying supervised machine learning to pipeline data
04:16 MIN

Applying supervised machine learning to pipeline data

Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner

Understanding the scale and challenge of modern logging
01:55 MIN

Understanding the scale and challenge of modern logging

Logs in observability - Correlation

Optimizing performance for custom trading model visualizations
04:02 MIN

Optimizing performance for custom trading model visualizations

WeAreDevelopers LIVE – From JavaScript to WebAssembly, High-Performance Charting and More

An overview of the 2021 web developer survey
03:01 MIN

An overview of the 2021 web developer survey

Web development best practices in 2021

Unlocking insights with multimodal video analysis
02:44 MIN

Unlocking insights with multimodal video analysis

What’s New with Google Gemini?

Correlating Scorecard results with real-world security data
03:17 MIN

Correlating Scorecard results with real-world security data

Reviewing 3rd party library security easily using OpenSSF Scorecard

Forecasting future demand with integrated ML notebooks
02:00 MIN

Forecasting future demand with integrated ML notebooks

Data Analytics with Microsoft Fabric: End-to-End Use Case with Data Agents

Preserving data integrity with a unified technology stack
03:13 MIN

Preserving data integrity with a unified technology stack

OPC UA Updates and Trends

How AI enhances user-centered design principles
02:43 MIN

How AI enhances user-centered design principles

Insight into AI-Driven Design

Using the Porsche Track Precision App as a virtual coach
03:00 MIN

Using the Porsche Track Precision App as a virtual coach

Car's are Technology on Wheels - Impact of Software and IT Competence in Automotive

How game development drives broader technology innovation
02:43 MIN

How game development drives broader technology innovation

We are all part of the game

First steps to building a mentally healthy workplace culture
06:49 MIN

First steps to building a mentally healthy workplace culture

How Trust, Healthy Tension, and Sustainable Culture Shape the Future of Work

How venture capitalists use AI for deal sourcing
03:03 MIN

How venture capitalists use AI for deal sourcing

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise?

The history and philosophy of the Python language
12:04 MIN

The history and philosophy of the Python language

Python Data Visualization @ Deepnote (w/ PyViz overview)

Understanding Rosen Group's global business and talent needs
05:46 MIN

Understanding Rosen Group's global business and talent needs

A guide for effective talent acquisition and sustainable integration of international employees

Analyzing a dataset for potential bias and imbalance
03:29 MIN

Analyzing a dataset for potential bias and imbalance

Overview of Machine Learning in Python

Matching Videos

The Innovation Formula: Fast Prototyping, Data Analysis, and Real User Insights
23:24

The Innovation Formula: Fast Prototyping, Data Analysis, and Real User Insights

Nico Seyboth & Silvia Schreier

Search and aggregations made easy with OpenSearch and NodeJS
28:55

Search and aggregations made easy with OpenSearch and NodeJS

Olena Kutsenko

Data Science on Software Data
48:10

Data Science on Software Data

Markus Harrer

May I interest you in ... R?
1:00:14

May I interest you in ... R?

Mihailo Joksimovic

Web-based Information Visualization
43:52

Web-based Information Visualization

Johanna Schmidt

Leveraging Real time data in FSIs
41:51

Leveraging Real time data in FSIs

Tim Faulkes

Data Science in Retail
58:21

Data Science in Retail

Julian Joseph

How Data is Shaping our Games
43:30

How Data is Shaping our Games

Johanna Pirker

All your telemetry data from any source in one place
2:01:25

All your telemetry data from any source in one place

Liam Hurrell

Anomaly Detection - Using unsupervised Machine Learning for detecting anomalies in customer base
22:06

Anomaly Detection - Using unsupervised Machine Learning for detecting anomalies in customer base

Lukas Kölbl

Valven Atlas: Engineering Intelligence That Delivers
04:48

Valven Atlas: Engineering Intelligence That Delivers

Serdar Bicer

Getting to Know Your Legacy (System) with AI-Driven Software Archeology
29:18

Getting to Know Your Legacy (System) with AI-Driven Software Archeology

Markus Harrer

Navigating Application Modernization - Leveraging Gen-AI
26:55

Navigating Application Modernization - Leveraging Gen-AI

Shaaf

Staying Safe in the AI Future
27:26

Staying Safe in the AI Future

Cassie Kozyrkov

How We Built a Machine Learning-Based Recommendation System (And Survived to Tell the Tale)
27:23

How We Built a Machine Learning-Based Recommendation System (And Survived to Tell the Tale)

Dora Petrella

AI in Leadership: How Technology is Reshaping Executive Roles
28:19

AI in Leadership: How Technology is Reshaping Executive Roles

Jeff Hausmann, Jasmin Kaiser, Bernd Datler & Sonja Alvarez

Machine learning in the browser with TensorFlowjs
38:24

Machine learning in the browser with TensorFlowjs

Håkan Silfvernagel

Data Fabric in Action - How to enhance a Stock Trading App with ML and Data Virtualization
45:58

Data Fabric in Action - How to enhance a Stock Trading App with ML and Data Virtualization

Andreas Christian

Using non-functional testing to guide user interface, backend services, voice interface, and media development
47:37

Using non-functional testing to guide user interface, backend services, voice interface, and media development

Brien Colwell

Scaling: from 0 to 20 million users
28:12

Scaling: from 0 to 20 million users

Josip Stuhli

The Billion Dollar Machine: First Time Right.
30:03

The Billion Dollar Machine: First Time Right.

Dr. Andreas Kaldun

Hacking Your Vacation: Using Data for Fun
57:47

Hacking Your Vacation: Using Data for Fun

Becky Gandillon

Python Data Visualization @ Deepnote (w/ PyViz overview)
50:38

Python Data Visualization @ Deepnote (w/ PyViz overview)

Radovan Kavický

Solving the puzzle: Leveraging machine learning for effective root cause analysis
24:31

Solving the puzzle: Leveraging machine learning for effective root cause analysis

Bernhard & Varsha Venugopal

Enjoying SQL data pipelines with dbt
26:53

Enjoying SQL data pipelines with dbt

Matthias Niehoff

Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner
32:32

Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner

Dr. Katja Träumner

Machine Learning in ML.NET
1:11:20

Machine Learning in ML.NET

Marco Zamana

Data Mining Accessibility
56:00

Data Mining Accessibility

Karl Groves

Cyber Sleuth: Finding Hidden Connections in Cyber Data
1:00:19

Cyber Sleuth: Finding Hidden Connections in Cyber Data

Jennifer Reif

TikTok's Privacy Innovation
20:46

TikTok's Privacy Innovation

Mingshen Sun

Your Code as a Crime Scene
20:18

Your Code as a Crime Scene

Adam Tornhill

Collaboration Quantified: Lessons from Open Source Developer Networks
24:14

Collaboration Quantified: Lessons from Open Source Developer Networks

Dmitry Yanter

AI is an Electric Bike for the Brain - Stoyan Stefanov
44:41

AI is an Electric Bike for the Brain - Stoyan Stefanov

From Learning to Leading: Why HR Needs a ChatGPT License
42:02

From Learning to Leading: Why HR Needs a ChatGPT License

Rudi Bauer & Daniel Mühlbauer

Building Well-Architected applications
26:22

Building Well-Architected applications

Mustafa Toroman

The best of both worlds: Combining Python and Kotlin for Machine Learning
26:28

The best of both worlds: Combining Python and Kotlin for Machine Learning

Nils Kasseckert