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Jupyter Notebooks: Interactive Computing for Data Analysis and ML

Learn to use Jupyter for data exploration, model prototyping, and creating reproducible reports. Sessions cover visualization techniques, efficient workflows, and collaboration tools.

Matching moments

Exploring the core features of the Databricks workspace
04:43 MIN

Exploring the core features of the Databricks workspace

Fully Orchestrating Databricks from Airflow

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

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)

Analyzing code coverage with Python, pandas, and Jupyter
12:38 MIN

Analyzing code coverage with Python, pandas, and Jupyter

Data Science on Software Data

Demo of a data scientist's workflow in OpenShift AI
05:37 MIN

Demo of a data scientist's workflow in OpenShift AI

Developer Experience, Platform Engineering and AI powered Apps

Stacking buildpacks and using them with Kubernetes
09:06 MIN

Stacking buildpacks and using them with Kubernetes

Kubernetes dev is fun, but setup and ops isn't! See a fun PaaS alternative to push any code, ipynbs or even just data!

Developing models with a code-first approach using notebooks
09:54 MIN

Developing models with a code-first approach using notebooks

Introduction to Azure Machine Learning

Running single services easily with Docker Desktop
01:48 MIN

Running single services easily with Docker Desktop

All things Docker Compose!

Providing a simplified lab environment for data scientists
02:10 MIN

Providing a simplified lab environment for data scientists

Industrializing your Data Science capabilities

The challenge of moving machine learning to production
03:35 MIN

The challenge of moving machine learning to production

The state of MLOps - machine learning in production at enterprise scale

The challenge of managing traditional SQL data pipelines
00:38 MIN

The challenge of managing traditional SQL data pipelines

Enjoying SQL data pipelines with dbt

Demonstrating the platform's workflow and attestation
04:02 MIN

Demonstrating the platform's workflow and attestation

TikTok's Privacy Innovation

Demo: Setting up real-time data virtualization
08:17 MIN

Demo: Setting up real-time data virtualization

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

Programming quantum circuits with the Qiskit SDK
04:50 MIN

Programming quantum circuits with the Qiskit SDK

Hands-on Journey to Quantum Computing with IBM

Introducing a two-stage data clean room solution
02:42 MIN

Introducing a two-stage data clean room solution

TikTok's Privacy Innovation

Generating vector embeddings from text content
03:28 MIN

Generating vector embeddings from text content

Building Real-Time AI/ML Agents with Distributed Data using Apache Cassandra and Astra DB

Q&A on Kotlin for machine learning
02:25 MIN

Q&A on Kotlin for machine learning

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

Deploying a RAG-enabled chatbot on a Kubernetes platform
10:52 MIN

Deploying a RAG-enabled chatbot on a Kubernetes platform

Supercharge your cloud-native applications with Generative AI

Exploring the core scientific Python stack and PyViz
05:29 MIN

Exploring the core scientific Python stack and PyViz

Python Data Visualization @ Deepnote (w/ PyViz overview)

Analyzing a typical manual machine learning workflow
09:33 MIN

Analyzing a typical manual machine learning workflow

Effective Machine Learning - Managing Complexity with MLOps

Calling device-side functions directly from Python kernels
04:31 MIN

Calling device-side functions directly from Python kernels

CUDA in Python

Practical examples of using Python for configuration
04:13 MIN

Practical examples of using Python for configuration

Automagic Configuration in Python

How Python became the dominant language for AI
04:09 MIN

How Python became the dominant language for AI

AI in the Open and in Browsers - Tarek Ziadé

Gaining more control with the Numba JIT compiler
02:32 MIN

Gaining more control with the Numba JIT compiler

Accelerating Python on GPUs

Using seeds for static data and running models
02:39 MIN

Using seeds for static data and running models

Enjoying SQL data pipelines with dbt

A progressive approach to programming GPUs in Python
10:18 MIN

A progressive approach to programming GPUs in Python

Accelerating Python on GPUs

Getting started with the OpenAI Agents SDK
04:10 MIN

Getting started with the OpenAI Agents SDK

On a Secret Mission: Developing AI Agents

A practical guide to plotting with Matplotlib
09:55 MIN

A practical guide to plotting with Matplotlib

Python Data Visualization @ Deepnote (w/ PyViz overview)

Collecting and exploring your initial dataset
03:46 MIN

Collecting and exploring your initial dataset

Machine learning 101: Where to begin?

Using Python with Spark through the PySpark library
05:06 MIN

Using Python with Spark through the PySpark library

PySpark - Combining Machine Learning & Big Data

Live demo of a real-time Dropbox Q&A application
05:04 MIN

Live demo of a real-time Dropbox Q&A application

Convert batch code into streaming with Python

Using experiment tracking and model registries for reproducibility
05:56 MIN

Using experiment tracking and model registries for reproducibility

DevOps for Machine Learning

Live demo of building models on the PAI platform
07:33 MIN

Live demo of building models on the PAI platform

Alibaba Big Data and Machine Learning Technology

Adding quizzes and executable code to Markdown
03:53 MIN

Adding quizzes and executable code to Markdown

Transforming Education: A Journey from interactive Markdown to Remote-Labs

Tools for continuous documentation in React and Python
05:18 MIN

Tools for continuous documentation in React and Python

Continuous Documentation for Your Code

The growing role of Python in real-time data processing
02:03 MIN

The growing role of Python in real-time data processing

Python-Based Data Streaming Pipelines Within Minutes

Matching Videos

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

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

Python Data Visualization @ Deepnote (w/ PyViz overview)

Radovan Kavický

Hands-on Journey to Quantum Computing with IBM
33:26

Hands-on Journey to Quantum Computing with IBM

Jan-Rainer Lahmann

Developer Experience, Platform Engineering and AI powered Apps
31:38

Developer Experience, Platform Engineering and AI powered Apps

Ignacio Riesgo & Natale Vinto

Introduction to Azure Machine Learning
54:27

Introduction to Azure Machine Learning

Jose Luis Latorre Millas

Data Science on Software Data
48:10

Data Science on Software Data

Markus Harrer

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

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

Kubernetes dev is fun, but setup and ops isn't! See a fun PaaS alternative to push any code, ipynbs or even just data!
56:15

Kubernetes dev is fun, but setup and ops isn't! See a fun PaaS alternative to push any code, ipynbs or even just data!

Maurice Brinkmann

Effective Machine Learning - Managing Complexity with MLOps
45:45

Effective Machine Learning - Managing Complexity with MLOps

Simon Stiebellehner

CUDA in Python
21:02

CUDA in Python

Andy Terrel

Accelerating Python on GPUs
22:18

Accelerating Python on GPUs

Paul Graham

Accelerating Python on GPUs
59:43

Accelerating Python on GPUs

Paul Graham

Full Stack Web Apps With Nothing But Python
27:11

Full Stack Web Apps With Nothing But Python

Eli Holderness

Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.
57:49

Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.

Jodie Burchell

Anvil: Full Stack Web Apps With Nothing But Python
58:28

Anvil: Full Stack Web Apps With Nothing But Python

Meredydd Luff

Fully Orchestrating Databricks from Airflow
39:14

Fully Orchestrating Databricks from Airflow

Alan Mazankiewicz

Transforming Education: A Journey from interactive Markdown to Remote-Labs
30:03

Transforming Education: A Journey from interactive Markdown to Remote-Labs

André Dietrich

Python-Based Data Streaming Pipelines Within Minutes
39:04

Python-Based Data Streaming Pipelines Within Minutes

Bobur Umurzokov

PySpark - Combining Machine Learning & Big Data
43:26

PySpark - Combining Machine Learning & Big Data

Ayon Roy

WWC24 - Ankit Patel - Unlocking the Future Breakthrough Application Performance and Capabilities with NVIDIA
22:07

WWC24 - Ankit Patel - Unlocking the Future Breakthrough Application Performance and Capabilities with NVIDIA

Ankit Patel

Generative AI power on the web: making web apps smarter with WebGPU and WebNN
32:27

Generative AI power on the web: making web apps smarter with WebGPU and WebNN

Christian Liebel

Accelerating Python on GPUs
24:39

Accelerating Python on GPUs

Paul Graham

A Deep Dive on How To Leverage the NVIDIA GB200 for Ultra-Fast Training and Inference on Kubernetes
32:19

A Deep Dive on How To Leverage the NVIDIA GB200 for Ultra-Fast Training and Inference on Kubernetes

Kevin Klues

TikTok's Privacy Innovation
20:46

TikTok's Privacy Innovation

Mingshen Sun

Exploring Google Gemini and Generative AI
38:19

Exploring Google Gemini and Generative AI

Prompt API & WebNN: The AI Revolution Right in Your Browser
30:36

Prompt API & WebNN: The AI Revolution Right in Your Browser

Christian Liebel

A beginner’s guide to modern natural language processing
56:46

A beginner’s guide to modern natural language processing

Jodie Burchell

Integrate your Cognitive Assistant with 3rd-party DBs and software
48:27

Integrate your Cognitive Assistant with 3rd-party DBs and software

Felix Augenstein

Making neural networks portable with ONNX
54:49

Making neural networks portable with ONNX

Ron Dagdag

Eclipse Qrisp: Next Generation of Quantum Algorithm Development
27:55

Eclipse Qrisp: Next Generation of Quantum Algorithm Development

Matic Petrič & Raphael Seidel

Web-based Information Visualization
43:52

Web-based Information Visualization

Johanna Schmidt

Machine learning in the browser with TensorFlowjs
38:24

Machine learning in the browser with TensorFlowjs

Håkan Silfvernagel

How to implement convenient Python bindings to C++
22:13

How to implement convenient Python bindings to C++

Konstantin Bespalov

Quantum computing for developers: Solving optimization problems with Qiskit
34:14

Quantum computing for developers: Solving optimization problems with Qiskit

Isabell Heider & David Alber

Convert batch code into streaming with Python
46:43

Convert batch code into streaming with Python

Bobur Umurzokov