Getting Started with Jupyter and Python - ME3255 Day 2
Explore Jupyter and Python fundamentals for scientific computing, covering basic syntax, data structures, and essential libraries for engineering applications.
AWS 클라우드에서 모던 데이터 플랫폼과 분석환경 구축하기
Discover how SK Telecom built a modern data platform on AWS, transforming their on-premise Datalake to cloud, featuring integrated analytics tools like Datahub, Jupyter, and QuickSight for enhanced data processing capabilities.
Managed Airflow Service Vane Development Journey
Dive into the development journey of Vane, a managed Airflow SaaS platform, exploring its architecture, implementation challenges, and valuable insights gained from operating data platforms at scale.
Creating Interactive Data Science MVP Demos Without Frontend Development
Master the art of creating interactive data science demos without frontend skills, from Jupyter notebooks to cloud-hosted MVPs that enable stakeholder feedback and testing before customer deployment.
Gatekeeping Data Quality with Apache Iceberg, Toree, and Airflow
Leverage Apache Iceberg, Toree, and Airflow for efficient data quality validation. Customize data audits with Jupyter notebooks and orchestrate workflows at scale using open-source Apache projects.
Innovating on Software Development - Fast AI Approaches and Tools
Explore innovative software development approaches, tools, and their evolution. Learn about nbdev, its implementation, challenges, and future directions from fast.ai's entrepreneur-in-residence.
Python Physics: Modeling a Pendulum with Jupyter Notebooks
Model a pendulum's motion using Python and Jupyter Notebooks. Learn to apply Newton's second law in polar coordinates and visualize the results through practical coding exercises.
Counting Tokens with OpenAI's Tiktoken Library for API Usage
Learn to count tokens consumed by OpenAI's API using the Tiktoken library, optimizing your usage and costs.
Whisper OpenAI Speech-to-Text and Translation Model
Aprende a utilizar Whisper, el modelo de reconocimiento de voz de OpenAI, para transcribir y traducir audio con precisión.
Jupyter Extension for Executing Kubeflow Pipeline Seamlessly
Explore Elyra's integration with Kubeflow 2.0, enhancing ML workflow development and deployment on Kubernetes with visual editing and multi-language support.
Connecting a Llama 2 Chatbot to the Internet - Search and Custom Functions
Connect a Llama 2 chatbot to the internet, enabling Bing searches and custom function integration for enhanced capabilities like Google searches, paper lookups, and API connections.
Chat Fine-Tuning for LLMs - Instruction Format, Datasets, and Implementation
Master LLM instruction fine-tuning techniques, from understanding special tokens to implementing various prompt formats. Gain hands-on experience with datasets and Jupyter lab, culminating in practical chat fine-tuning results.
Fine-tuning Multi-modal Video and Text Models
Explore fine-tuning techniques for multi-modal video and text models, covering dataset generation, clipping, querying, and evaluation using IDEFICS 2 and Jupyter Notebooks.
Launching Jupyter and Submitting Homework in ME3255 - Lecture 1
Launch Jupyter and learn how to submit HW_01 in Google Classroom for ME3255, covering essential steps for successful assignment completion.
Using Jupyter and Submitting Your First Homework - ME5180
Learn to use Jupyter Notebooks and submit your first homework assignment in this practical guide for ME5180 students.
Functions, Docstrings, and Working in Jupyter - ME3255 Homework 1
Learn to create functions, write effective docstrings, and navigate Jupyter notebooks for efficient coding and documentation in engineering applications.
Rest Easy with Jupyrest - Deploy Notebooks as Web Services
Deploy Jupyter notebooks as web services effortlessly with Jupyrest, a Microsoft-developed library that transforms notebooks into microservices without modifications, streamlining the process for data scientists.
Streaming Cross-Sectional Data Visualization with Perspective and Spark
Explore real-time data visualization using Perspective and Spark Streaming. Learn to build high-performance, interactive applications for analyzing streaming data in various industries.
Rest Easy with Jupyrest - Deploy Notebooks as Web Services
Deploy Jupyter notebooks as web services effortlessly with Jupyrest, a Microsoft-developed library that transforms notebooks into microservices without modifications, streamlining the process for data scientists.
Authorship and Generative AI for Technical Writing
Explore generative AI in technical writing, analyze audience, and practice prompt engineering with hands-on exercises in document editing and version control.
Unlocking LLM Potential: A Journey with APIs
Explore LLM potential through APIs, covering environment setup, basics, chat conversations, and practical demonstrations. Gain insights and lessons for effective implementation.