Data Science & AI Code-Alongs
From data visualization to AI, code-along with experts as they solve real-world problems.
Work your way through an entire project with the help of a screencast, so you never get stuck.
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Wyróżniony
Zostań programistą AI
Zajęcia prowadzone przez instruktorów z:
Tworzenie systemów AI z OpenAI i LangChain
Poznaj API OpenAI i pakiety LangChain oraz przy okazji opracuj dowody koncepcyjne dla sztucznej inteligencji.
Tworzenie aplikacji AI z wykorzystaniem GPT i Pinecone
Połącz możliwości baz danych wektorowych Pinecone i interfejsu API OpenAI, aby tworzyć chatboty z pamięcią długoterminową.
Budowanie systemów AI z wykorzystaniem Hugging Face
Odkryj moc ekosystemu sztucznej inteligencji typu open source z Hugging Face.
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Wszystkie kody
Evaluating LLM Responses
In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
Josh Reini
29 listopada 2023
Getting Started with Data Analysis in Snowflake using Python and SQL
In this code-along session, you will learn how to use Snowpark Python and SQL to perform data analysis in the Snowflake Data Cloud.
Vino Duraisamy
22 listopada 2023
Fine-Tuning Your Own Llama 2 Model
In this session, we take a step-by-step approach to fine-tune a Llama 2 model on a custom dataset.
Maxime Labonne
17 listopada 2023
Running Machine Learning Experiments in Python
In this webinar, you'll use MLflow to manage a machine learning experiment pipeline. The session will cover model evaluation, hyperparameter tuning, and MLOps strategies, using a London weather dataset.
Folkert Stijnman
14 listopada 2023
Simplifying Image Recognition using ApertureDB and Python
In this session, you'll use ApertureDB to access the COCO dataset and run image recognition using Python.
Luis Remis
8 listopada 2023
Using ChatGPT's Advanced Data Analysis
In this session, you'll see how to use this tool to combine the text-writing skills of ChatGPT with the power of Python to perform some data analysis and machine-learning workflows.
Richie Cotton
3 listopada 2023
Advanced ChatGPT Prompt Engineering
In this session, you'll learn advanced prompting skills such as using prompt templates, testing the quality of your prompts, and working with images in prompts.
Isabella Bedoya
2 listopada 2023
ChatGPT Prompt Engineering for Beginners
In this webinar, you'll get ideas for incorporating ChatGPT into your workflows and learning the basics of writing good prompts.
Adel Nehme
1 listopada 2023
Visualizing Sales Data with PivotCharts in Excel
In this code along, we delve into the world of data analysis and visualization using PivotCharts and PivotTables on a sales dataset.
Agata Bak-Geerinck
31 października 2023
Retrieval Augmented Generation with GPT and Milvus
In this session you'll learn how to get started with Milvus and perform Q&A on some documents using GPT and the RAG technique.
Yujian Tang
24 października 2023
Image Classification with Hugging Face
Deep dive into open source computer vision models with Hugging Face and build an image recognition system from scratch.
Priyanka Asnani
24 października 2023
Building NLP Applications with Hugging Face
Perform a variety of NLP tasks from sentiment analysis to clustering with Hugging Face, and build a bot that generates marketing copy for a fashion retailer.
Jacob Marquez
24 października 2023