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#Jupyter Notebooks

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Python Simplified

Python TDD Workflow - Unit Testing Code Example for Beginners

1 rewiews
Learn Test-Driven Development in Python by implementing Caesar's Cipher. Practice unit testing, follow TDD principles, and participate in a coding challenge to reinforce your new skills.
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19 Lesons
26 minutes
On-Demand
Free-Video
Stanford University

Jupyter Notebooks and Academic Publication

0 rewiews
Explore Jupyter Notebooks for scientific research with Python creators. Learn about its history, benefits, and future in academic publishing and data presentation.
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25 Lesons
1 hour 11 minutes
On-Demand
Free-Video

Natural Language Processing

0 rewiews
Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.
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27 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Computer Vision

0 rewiews
Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.
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28 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Tabular Data

0 rewiews
Learn machine learning techniques for tabular data, including model evaluation, feature engineering, tree-based models, hyperparameter tuning, and neural networks using AWS SageMaker.
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17 Lesons
4 hours 30 minutes
On-Demand
Free-Video
MLOps.community

From Notebook to Kubernetes: Scaling GenAI Pipelines with ZenML

0 rewiews
Explore a lightning talk demonstrating how ZenML, an open-source MLOps framework, facilitates the seamless transition from local development to cloud-scale deployment of generative AI pipelines. Follow a workflow that begins in a Jupyter notebook with lo…
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1 Lesons
13 minutes
On-Demand
Free-Video
Devoxx

A Better Jupyter Experience for Java Developers - JTaccuino Unveiled

0 rewiews
Discover JTaccuino, a new tool for interactive computing tailored specifically for Java developers. Explore how this innovative solution provides a seamless experience for writing Java code and interacting with results through a full graphical interface.…
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

The Critical Missing Component in the Production ML Stack - Data Logging for AI Applications

0 rewiews
Explore AI observability tools for ML systems, focusing on logging libraries that enable testing, monitoring, and debugging of AI applications and data pipelines. Learn best practices to enhance MLOps.
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1 Lesons
34 minutes
On-Demand
Free-Video
Cloud Security Alliance

Building AI Security In - MLSecOps in Practice

0 rewiews
Learn to secure AI and ML systems by integrating security into the Machine Learning lifecycle, leveraging DevSecOps principles to create a robust MLSecOps framework.
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1 Lesons
30 minutes
On-Demand
Free-Video
Broad Institute

MPG Primer: Intro to Terra - Hands on with Jupyter Notebooks in Terra - Part 2 of 3

0 rewiews
Dive into hands-on Jupyter Notebooks in Terra with experts from the Broad Institute. Gain practical skills in medical and population genetics data analysis through interactive demonstrations and discussions.
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1 Lesons
48 minutes
On-Demand
Free-Video
Kevin McAleer

DIY AI: Build and Train Your Own Model with PyTorch

0 rewiews
Dive into building and training a custom AI model using PyTorch, Python, and Jupyter Labs. Learn step-by-step techniques to create a deployable model for Raspberry Pi or other computers.
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1 Lesons
1 hour
On-Demand
Free-Video
Great Learning

Jupyter Notebook Tutorial - How to Install Python Jupyter Notebook

0 rewiews
Learn to install and use Jupyter Notebook for data science projects. Covers installation, key features, and a machine learning demo. Ideal for beginners and professionals looking to enhance their coding skills.
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12 Lesons
1 hour 12 minutes
On-Demand
Free-Video

Julia Programming with Machine Learning Tutorials

0 rewiews
Comprehensive introduction to Julia for machine learning, covering installation, basic programming concepts, and data science applications.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video
365 Data Science

Python Tutorials for Beginners

0 rewiews
Learn Python programming fundamentals through hands-on tutorials covering variables, data types, functions, and data visualization. Ideal for beginners looking to start a career in data science.
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14 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Scientific Computing I

0 rewiews
Explore scientific computing through Python, covering numerical methods, data analysis, and machine learning, with practical applications in physics and mathematics.
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22 Lesons
6 hours
On-Demand
Free-Video

Learning Medical Statistics with Python and Jupyter Notebooks

0 rewiews
Learn medical statistics using Python and Jupyter notebooks. Covers common tests, data analysis, and visualization techniques. Ideal for healthcare professionals seeking practical skills in statistical analysis.
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48 Lesons
6 hours
On-Demand
Free-Video
Microsoft

Even More Python for Beginners - Data Tools

0 rewiews
Comprehensive guide to Python data science tools: Jupyter, Anaconda, Pandas, Scikit-learn, and Matplotlib. Covers data manipulation, model training, and visualization for beginners.
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31 Lesons
2 hours 31 minutes
On-Demand
Free-Video
Microsoft

AI Show - AI Playground & Cognitive Services Vision APIs

0 rewiews
Explore Azure Machine Learning Designer, VS Code ML extension, and PyTorch basics with experts. Demystify ML and NLP concepts while learning about Cognitive Services and AI Playground development.
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7 Lesons
2 hours
On-Demand
Free-Video
Microsoft

Securing .NET Web Apps with Microsoft Identity Platform

0 rewiews
Learn to secure .NET web apps and APIs using Microsoft Identity Platform, automate Azure AD configurations, and explore new tools for streamlined authentication and authorization in your applications.
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7 Lesons
59 minutes
On-Demand
Free-Video
Programming with Mosh

Python Machine Learning Tutorial - Data Science

0 rewiews
Learn to predict music preferences using Python and machine learning. Covers data preparation, model training, accuracy calculation, and decision tree visualization in a hands-on tutorial.
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12 Lesons
50 minutes
On-Demand
Free-Video
Great Learning

Types of Python IDE - Anaconda, Jupyter, Pycharm, Spyder

0 rewiews
Explore various Python IDEs including Anaconda, Jupyter, PyCharm, and Spyder. Learn their features, benefits, and how to use them effectively for Python programming and development.
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13 Lesons
4 hours 32 minutes
On-Demand
Free-Video

Bite-Sized Neo4j for Data Scientists

0 rewiews
Learn Neo4j for data science: connect to databases, use Python drivers, write Cypher queries, import data, perform graph analytics, and compare with SQL databases.
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23 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Using Wireshark

0 rewiews
Learn to analyze network traffic, detect attacks, and intercept data using Wireshark. Hands-on tutorials cover Wi-Fi hacking, device tracking, and network security techniques.
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12 Lesons
2 hours 30 minutes
On-Demand
Free-Video
The AI University

Machine Learning Using Spark MLLib

0 rewiews
Learn to implement machine learning algorithms using Spark MLLib, covering linear regression techniques, data preprocessing, model building, and evaluation methods in a hands-on, practical approach.
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Great Learning

IDEs for Machine Learning

0 rewiews
Explore open-source IDEs for machine learning, including Jupyter Notebook, Google Colab, Spyder, and RStudio. Learn features, interfaces, and example codes to enhance your coding efficiency in ML projects.
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7 Lesons
2 hours 6 minutes
On-Demand
Free-Video
Great Learning

LDA Application in Entertainment Industry

0 rewiews
Explore Linear Discriminant Analysis application in entertainment, covering key concepts, data analysis, and practical implementation using Jupyter Notebook for feature selection and classification.
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8 Lesons
52 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia in VS Code - New Features and Enhancements

0 rewiews
Explore new features in Julia VS Code extension: Jupyter integration, plot gallery, debugger improvements, and package release tools for enhanced development experience.
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10 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

An Introduction to Julia for Beginners

0 rewiews
Comprehensive introduction to Julia programming, covering basics to advanced topics. Ideal for beginners with technical computing needs and experience in other languages.
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12 Lesons
1 hour 58 minutes
On-Demand
Free-Video
Visual Studio Code

Learn Python and Data Science in Just an Hour

0 rewiews
Comprehensive introduction to Python and data science, covering data manipulation, visualization, and statistical analysis using real-world examples in just over an hour.
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32 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Python Simplified

Web Scraping Facebook with Selenium - Automated Bot

0 rewiews
Learn to create an automated bot using Python, Selenium, and Chrome Driver to scrape and download entire Facebook image galleries, with step-by-step guidance on setup, coding, and execution.
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22 Lesons
28 minutes
On-Demand
Free-Video
Visual Studio Code

Playing with Data in Jupyter Notebooks with VS Code

0 rewiews
Explore data science workflows using Jupyter Notebooks in VS Code. Learn tips and tricks for efficient coding, and discover how to make your notebooks faster and more visually appealing.
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8 Lesons
59 minutes
On-Demand
Free-Video
Visual Studio Code

Setting Up VS Code for Python Beginners

0 rewiews
Learn to set up VS Code for Python development, covering installation, extensions, settings, virtual environments, IntelliSense, and Jupyter notebooks in this beginner-friendly tutorial.
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12 Lesons
30 minutes
On-Demand
Free-Video
Python Simplified

How Twitter Bots Are Made - The Ultimate Guide for Beginners

0 rewiews
Learn to create a simple Twitter bot using Python and Selenium. Explore web automation techniques, HTML basics, and ethical considerations while building a retweet bot with customizable features.
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28 Lesons
37 minutes
On-Demand
Free-Video
Pragmatic AI Labs

Data Science Your First Day

0 rewiews
Learn essential data science skills: GitHub, Colab, data analysis, visualization, and CI/CD. Hands-on practice with real-world datasets and tools for efficient workflow and collaboration.
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18 Lesons
46 minutes
On-Demand
Free-Video
Data Science Dojo

AI & ML Workflows with Kubernetes

0 rewiews
Explore strategies to accelerate and automate AI/ML workflows using Kubernetes, leveraging open-source tools like Jupyter Notebooks and TensorFlow for efficient development and deployment.
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9 Lesons
55 minutes
On-Demand
Free-Video

Curso Python Data Science En Español

0 rewiews
Aprende Python para ciencia de datos desde cero: instalación, Jupyter Notebook, estructuras de datos, numpy, pandas y visualización con Matplotlib. Sin conocimientos previos requeridos.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video

도커(Docker) 활용 및 배포 자동화 실전 초급

0 rewiews
AWS EC2에서 Docker를 활용한 웹 서버 구축, MySQL 연동, GitHub 연계, Jenkins를 통한 자동화 배포 등 실전적인 Docker 활용 기술을 습득할 수 있는 초급 실습 과정.
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11 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

Naïve Bayes Algorithm in Hindi - Naïve Bayes Classifier Explained - Machine Learning

0 rewiews
हिंदी में नाइव बेयस एल्गोरिथम की व्याख्या, जो मशीन लर्निंग में वर्गीकरण के लिए उपयोग किया जाता है। यह स्पैम फ़िल्टरिंग, टेक्स्ट विश्लेषण और चिकित्सा निदान जैसे अनुप्रयोगों पर केंद्रित है।
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6 Lesons
35 minutes
On-Demand
Free-Video

TensorFlow Machine Learning Basic Tutorial

0 rewiews
TensorFlow와 머신러닝의 기초를 배우고 실제 프로젝트로 배추 가격 예측 AI를 개발하는 과정. 개발환경 설정부터 선형 회귀, K-평균 알고리즘, 데이터 시각화, 웹 서버 구현까지 다룹니다.
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20 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Linux Foundation

Lessons Learned From Machine Learning Pipelines in Production

0 rewiews
Explore practical insights on implementing machine learning pipelines in production environments, focusing on challenges, solutions, and best practices using Kedro framework.
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16 Lesons
21 minutes
On-Demand
Free-Video
CodeWithHarry

JupyterLab Tutorial - Installation, Features, and Usage

0 rewiews
Comprehensive guide to JupyterLab installation, features, and usage. Learn to leverage this powerful web-based interface for interactive computing and data analysis.
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1 Lesons
30 minutes
On-Demand
Free-Video
CodeWithHarry

5 Best IDEs for Python Development - Choosing the Right One

0 rewiews
Comprehensive guide to selecting the ideal IDE for Python development, comparing features and use cases of PyCharm, IDLE, VS Code, Jupyter Notebook, and Jupyter Lab.
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1 Lesons
22 minutes
On-Demand
Free-Video
CodeWithHarry

End-to-End Python Machine Learning Project - Real Estate Price Prediction

0 rewiews
Comprehensive Hindi tutorial on building a real estate price prediction model using Python. Covers data analysis, preprocessing, model creation, and evaluation for practical machine learning application.
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1 Lesons
3 hours 6 minutes
On-Demand
Free-Video
CodeWithHarry

Jupyter Notebook Installation and Demo - Python Data Science and Big Data Tutorials in Hindi

0 rewiews
जूपिटर नोटबुक की स्थापना और उपयोग का हिंदी में व्यावहारिक प्रदर्शन, पायथन डेटा साइंस और बिग डेटा के लिए आवश्यक।
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1 Lesons
23 minutes
On-Demand
Free-Video
Great Learning

Learn Python Programming in Hindi for Beginners - 2024 Edition

0 rewiews
शुरुआती लोगों के लिए हिंदी में पायथन प्रोग्रामिंग सीखें। बुनियादी अवधारणाओं से लेकर डेटा विज़ुअलाइज़ेशन और प्रोजेक्ट्स तक, व्यावहारिक कौशल विकसित करें।
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21 Lesons
8 hours 5 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J: Knowledge Graph, Semantic Search, and Topic Extraction with Langchain and Phi3 - Part 1

0 rewiews
Aprende a crear una base de conocimientos gráfica con Neo4J, extrayendo temas y palabras clave de textos mediante Langchain y el modelo Phi3 de Microsoft.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft LLMs: Phi3 Vision 128k Instruct and Florence Large - Introduction to Multimodal Models

0 rewiews
Explora los modelos multimodales de Microsoft: Phi3 Vision Instruct 128k y Florence Large. Descubre sus capacidades y aplicaciones en ciencia de datos e inteligencia artificial.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML y MLOPS Databricks - REST API v2 en Español

0 rewiews
Domina la API REST v2 de Databricks para ML y MLOps. Aprende a automatizar tareas, gestionar clústeres y optimizar flujos de trabajo en ciencia de datos.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Crear Synthetic Data con Langchain, OpenAI y Faker - Español

0 rewiews
Genera datos sintéticos utilizando Langchain, OpenAI y Faker para proyectos de ciencia de datos y aprendizaje automático en español.
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1 Lesons
22 minutes
On-Demand
Free-Video
The Machine Learning Engineer

DALL-E y Stability.AI - Texto a Imagen en Español

0 rewiews
Explora DALL-E y Stability.AI para generar imágenes a partir de texto. Aprende técnicas de edición, variación y guardado de imágenes en español.
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1 Lesons
26 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Whisper OpenAI Speech-to-Text and Translation Model - Spanish Tutorial

0 rewiews
Aprende a utilizar Whisper de OpenAI para transcripción y traducción de voz, con ejemplos prácticos en notebooks de GitHub.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Prompt Engineering: Introducción con OpenAI GPT-4, GPT-3.5 Turbo y Mistral 7B en Español

0 rewiews
Explora técnicas de ingeniería de prompts con GPT-4, GPT-3.5 Turbo y Mistral 7B. Aprende a optimizar interacciones con modelos de lenguaje para obtener resultados más precisos y útiles.
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1 Lesons
38 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Crear y Usar Herramientas de Langchain con OpenAI - Español

0 rewiews
Aprende a crear y utilizar herramientas de Langchain con OpenAI para potenciar tus proyectos de ciencia de datos y aprendizaje automático.
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1 Lesons
46 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Crear Datos Sintéticos con Langchain y OpenAI

0 rewiews
Aprende a generar datos sintéticos utilizando Langchain y OpenAI para proyectos de ciencia de datos y aprendizaje automático.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama2 7B QLora Fine Tuning for Chain-of-Thought in Spanish

0 rewiews
Aprende a personalizar el modelo Llama2 7B utilizando QLora para tareas de razonamiento en cadena (CoT) en español. Explora técnicas avanzadas de aprendizaje automático y ciencia de datos.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Gemini 1.0 Pro for Text Classification in Spanish - Machine Learning and Data Science

0 rewiews
Aprende a ajustar el modelo Gemini Pro 1.0 en Google Vertex AI para clasificación de texto, utilizando la interfaz de usuario y el SDK.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Integración con Langchain en Español

0 rewiews
Aprende a integrar Langchain con MLFlow y OpenAI para optimizar tus proyectos de Machine Learning y Data Science.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Interacción con APIs Usando OpenAI - Español

0 rewiews
Aprende a construir llamadas a APIs Web utilizando Langchain y OpenAI para potenciar tus proyectos de ciencia de datos y aprendizaje automático.
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1 Lesons
19 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Processamento de Imagens - Laboratório - Aula 07

0 rewiews
Aprenda técnicas avançadas de processamento de imagens, incluindo inicialização de redes, camadas intermediárias e soluções para equações de posição.
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10 Lesons
29 minutes
On-Demand
Free-Video
Open Data Science

How to Use Satellite Imagery to Be a Machine - Sean Patrick Gorman, PhD | ODSC West 2018

0 rewiews
Explore satellite imagery analysis using Jupyter notebooks, learn to extract valuable information, and develop ML models for processing Earth observation data.
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38 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Linux Foundation

Bringing Open-Source to Battery Systems Development and Operations

0 rewiews
Explore open-source Battery Lifecycle framework for visualizing, analyzing, and sharing battery data. Learn its architecture, tools, and applications in industry and research.
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1 Lesons
37 minutes
On-Demand
Free-Video
Cooper

CTI Operational Procedures with Jupyter Notebooks and MISP

0 rewiews
Learn to enhance Cyber Threat Intelligence operations using Jupyter Notebooks and MISP. Explore practical techniques for data analysis, visualization, and threat information sharing.
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1 Lesons
21 minutes
On-Demand
Free-Video
Paul G. Allen School

CREATE & Accessibility Research Group Colloquium - Innovations in Inclusive Technology

0 rewiews
Exploring accessibility challenges in data science notebooks, intersections of race and disability in tech, videoconferencing for mixed hearing groups, and AR-based room safety scanning.
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1 Lesons
52 minutes
On-Demand
Free-Video
Let's Code Physics

Importing Lab Data to a Jupyter Notebook Using Pandas

0 rewiews
Learn to import lab data into Jupyter notebooks using pandas, access and manipulate the data, and create plots with customized labels for effective data analysis and visualization.
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6 Lesons
18 minutes
On-Demand
Free-Video
Let's Code Physics

Jupyter for First-Time Users - Introduction to Notebooks and Code Execution

0 rewiews
Learn to use Jupyter notebooks for coding projects, including markdown, LaTeX, code execution, and debugging. Ideal for beginners in scientific computing and data analysis.
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10 Lesons
39 minutes
On-Demand
Free-Video
Nicholas Renotte

Python for Data Science - Getting Started

0 rewiews
Learn Python for data science: set up Jupyter Notebooks, understand its basics, write your first code, and explore Python in various environments. Perfect for beginners starting their data science journey.
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5 Lesons
36 minutes
On-Demand
Free-Video
Corey Schafer

Jupyter Notebook Tutorial - Introduction, Setup, and Walkthrough

0 rewiews
Learn to install, set up, and use Jupyter Notebooks for interactive coding, data visualization, and markdown text creation. Essential for data science and beneficial across various fields.
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9 Lesons
30 minutes
On-Demand
Free-Video
SecurityFWD

Tracking and Mapping Wi-Fi Networks from Aerial Drones - Data Visualization Tutorial

0 rewiews
Learn to visualize Wi-Fi network data collected by drones using Python, Google Colab, and Jupyter notebooks. Explore techniques for mapping, clustering, and identifying specific devices.
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24 Lesons
49 minutes
On-Demand
Free-Video
Kevin McAleer

Why You Should Use Jupyter Labs for Robotics

0 rewiews
Explore interactive programming for robotics with Jupyter Labs, covering installation, cell types, code execution, and practical applications for SMARS robots.
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24 Lesons
1 hour 1 minute
On-Demand
Free-Video
Rob Mulla

Jupyter Notebook Complete Beginner Guide - From Jupyter to Jupyterlab, Google Colab and Kaggle

0 rewiews
Comprehensive guide to Jupyter environments: from basic notebooks to JupyterLab, Google Colab, and Kaggle. Learn setup, features, and shortcuts for efficient data science workflows.
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9 Lesons
25 minutes
On-Demand
Free-Video
CS Dojo

Python Tutorial for Absolute Beginners - What Are Variables?

0 rewiews
Beginner-friendly introduction to Python variables using Jupyter Notebook. Learn basic concepts, installation, and practice with a hands-on problem-solving approach.
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14 Lesons
25 minutes
On-Demand
Free-Video
Part Time Larry

Historical Fear and Greed Index Data - Jupyter Notebooks

0 rewiews
Explore historical Fear and Greed Index data using Jupyter Notebooks for backtesting and analysis, enhancing your understanding of market sentiment trends.
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5 Lesons
20 minutes
On-Demand
Free-Video
Prodramp

Apply LIME to Explain, Trust, and Validate Your Predictions for Any ML Model

0 rewiews
Learn to implement LIME for explaining ML model predictions, with hands-on exercises using image classification models and custom Python implementations.
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29 Lesons
38 minutes
On-Demand
Free-Video
Prodramp

An AI Engineer Technical Guide to Feature Store with FEAST

0 rewiews
Comprehensive guide to FEAST feature store for AI engineers, covering installation, setup, data handling, and integration with machine learning models. Includes hands-on examples and architecture review.
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23 Lesons
48 minutes
On-Demand
Free-Video
Databricks

From Idea to Model: Productionizing Data Pipelines with Apache Airflow

0 rewiews
Learn to productionize data pipelines using Apache Airflow, bridging data science and engineering. Explore collaborative workflows, custom operators, and scalable solutions for efficient model deployment and iteration.
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17 Lesons
22 minutes
On-Demand
Free-Video
Hussein Nasser

Getting Started with Jupyter Notebook

0 rewiews
Learn to create interactive computational documents with Jupyter Notebook, exploring its architecture, features, and practical applications in data analysis and machine learning.
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10 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Portable and Scalable Data Visualization Techniques for Apache Spark and Python Notebooks

0 rewiews
Explore portable and scalable data visualization techniques for Apache Spark and Python notebooks, covering strategies, packages, headless rendering, animations, and big data integration.
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9 Lesons
27 minutes
On-Demand
Free-Video
Bryan Cafferky

Jump Start on Data Science with an Azure Data Science VM

0 rewiews
Learn to quickly set up and use an Azure Data Science Virtual Machine, equipped with essential tools for data science and machine learning projects.
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9 Lesons
32 minutes
On-Demand
Free-Video
Bryan Cafferky

Jupyter Notebooks - An Introduction

0 rewiews
Learn to create interactive documents combining code, visualizations, and text using Jupyter Notebooks. Explore features, languages, and applications across various industries.
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26 Lesons
28 minutes
On-Demand
Free-Video
1littlecoder

Build Machine Learning Blog with FastPages - Jupyter Notebook-Based Data Science Platform

0 rewiews
Learn to create a free machine learning blog using FastPages, a powerful tool for data scientists to publish content from Jupyter Notebooks, Markdown, and Word documents.
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6 Lesons
23 minutes
On-Demand
Free-Video
1littlecoder

Automate and Deploy Jupyter Notebooks with GitHub Actions - MLOps

0 rewiews
Learn to automate and deploy Jupyter notebooks using GitHub Actions, enhancing your MLOps workflow and streamlining the process of productionizing data science projects.
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1 Lesons
36 minutes
On-Demand
Free-Video
1littlecoder

Amazon SageMaker Studio Lab Tutorial - Google Colab Alternative

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Learn to use Amazon SageMaker Studio Lab, a free tool for machine learning and data science with Jupyter notebooks, Python, R, and GPU support. Explore its features and advantages over alternatives.
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1 Lesons
24 minutes
On-Demand
Free-Video
Nicholas Renotte

Python for Data Science - Doing Math with Python

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Learn essential math operations in Python for data science, including multiplication and exponents, using Jupyter Notebooks as a powerful computational tool.
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9 Lesons
29 minutes
On-Demand
Free-Video
1littlecoder

Intro to Plotly Express - Complex Interactive Charts with One Line of Python Code

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Create interactive data visualizations, including the Gapminder Animation, using Plotly Express in Python with minimal code. Learn to build and enhance plots step-by-step for effective storytelling.
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1 Lesons
26 minutes
On-Demand
Free-Video
Samuel Chan

Data Visualization in Python - Altair 4.2 Tutorial

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Comprehensive tutorial on Altair for data visualization in Python, covering setup, basic plots, customization, interactivity, and advanced features. Ideal for beginners and intermediate users.
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11 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Let's Code Physics

Integrating Jupyter Notebooks in High School Physics - Creating a JupyterHub

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Learn to integrate Jupyter notebooks into high school physics classes, with insights on setting up JupyterHub and leveraging interactive tools for engaging STEM education.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Let's Code Physics

Jupyter Notebook Assignment Development - Introduction and Learning Goals

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Explore the process of creating Jupyter Notebook assignments for computational research methods, focusing on setting learning goals and structuring effective content.
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1 Lesons
26 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Machine Learning at Scale Using KubeFlow on AWS

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Explore scalable machine learning architecture using Kubeflow on AWS, featuring hands-on demos of distributed storage and Kubernetes-based ML toolkit implementation.
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8 Lesons
35 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Transforming Jupyter Notebooks to Reproducible Machine Learning Pipelines with Kale

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Learn to convert Jupyter notebooks into scalable Kubeflow pipelines using Kale, enabling seamless deployment of ML workflows on Kubernetes for improved reproducibility and efficiency.
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1 Lesons
53 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How GitLab.com Uses Long-Term Monitoring Data for Capacity Forecasting

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Explore GitLab's Tamland tool for capacity planning, leveraging long-term monitoring data and predictive forecasting to anticipate and address potential issues in large-scale service operations.
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18 Lesons
33 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Securing Jupyter Notebooks with KubeArmor

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Learn to enhance security for Jupyter Notebooks using KubeArmor, exploring advanced protection techniques for cloud-native environments and data science workflows.
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1 Lesons
31 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Scheduling Jupyter Notebooks Using Airflow on Kubernetes

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Learn to schedule Jupyter notebooks using Airflow on Kubernetes, enabling scalable data pipelines and machine learning workflows with enhanced security and resource management.
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1 Lesons
28 minutes
On-Demand
Free-Video
Ubuntu OnAir

Data Science in Production - Crossing the Chasm

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Explore the challenges of integrating data science tools like notebooks into production environments, drawing parallels with spreadsheets and proposing solutions to bridge the gap between experimentation and structured systems.
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1 Lesons
24 minutes
On-Demand
Free-Video
Visual Studio Code

Exploring Data Wrangler in VS Code - Python Data Science

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Discover Data Wrangler in VS Code: Efficiently explore, analyze, and clean Airbnb listings data. Learn to invoke and use this powerful tool for streamlined data preprocessing in Python notebooks.
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6 Lesons
25 minutes
On-Demand
Free-Video
Visual Studio Code

Simplifying Data Analysis and Visualization with Developer Tools and AI

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Explore data analysis and visualization using AI-assisted tools. Learn to leverage GitHub, Jupyter, Copilot, and LIDA for efficient insights and visualizations, even without extensive Python experience.
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12 Lesons
30 minutes
On-Demand
Free-Video
Pinecone

How to Use Jupyter Notebooks for Machine Learning and AI Tasks

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Learn to leverage Jupyter Notebooks for ML and AI tasks, covering setup, security, best practices, and practical applications like semantic search using Pinecone's vector database.
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27 Lesons
34 minutes
On-Demand
Free-Video
Devoxx Poland

Jupyter Notebook vs Classical IDEs - Do You Have to Choose?

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Explore the strengths and limitations of Jupyter Notebooks and traditional IDEs, understanding when to use each for optimal coding efficiency and productivity.
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1 Lesons
27 minutes
On-Demand
Free-Video
EuroPython Conference

Caching for Jupyter Notebooks

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Aprenda técnicas de caching para acelerar o desenvolvimento em Jupyter Notebooks, melhorando o fluxo de trabalho e reduzindo o tempo de espera em células dispendiosas.
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1 Lesons
29 minutes
On-Demand
Free-Video
EuroPython Conference

Creating Your Own Extensions for JupyterLab

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Learn to create custom JupyterLab extensions, enhancing functionality and integrating complex tasks. Explore the extension infrastructure and build a step-by-step app with styling and parameter options.
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1 Lesons
42 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Why ML in Production is Still Broken

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Explore challenges in deploying ML projects to production, focusing on the disconnect between development and real-world application. Learn key aspects distinguishing ML from traditional software engineering.
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1 Lesons
44 minutes
On-Demand
Free-Video