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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Преподавание ведут преподаватели из следующих учебных заведений:
Создание систем искусственного интеллекта с использованием OpenAI и LangChain.
Освойте API OpenAI и пакеты LangChain и попутно создавайте прототипы ИИ.
Разработка приложений искусственного интеллекта с использованием GPT и Pinecone.
Объедините возможности векторных баз данных Pinecone и API OpenAI, чтобы создавать чат-боты с долговременной памятью.
Создание систем искусственного интеллекта с помощью технологии «Обнимающее лицо».
Откройте для себя возможности экосистемы искусственного интеллекта с открытым исходным кодом с помощью Hugging Face.
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Managing Machine Learning Models with MLflow
Learn to use MLflow to track and package a machine learning model, and see the process for getting models into production.
Weston Bassler
6 марта 2024 г.
Analyzing Google Sheets Data in Python
In this session you'll learn how to use DataLab to seamlessly access Google Sheets data and analyze the data with Python. Practice with exploratory data analysis tasks like crunching numbers and drawing visualizations for Google Analytics data.
Filip Schouwenaars
27 февраля 2024 г.
Pair Programming with GitHub Copilot
In this session, Nuno, DataCamp's Director of Engineering, demonstrates how to make use of GitHub Copilot. You'll see how to perform a simple data analysis in conjunction with AI, and learn how to make the most of Copilot's features.
Nuno Rocha
20 февраля 2024 г.
Getting Started with Data Pipelines for ETL
In this session, you'll learn fundamental concepts of data pipelines, like what they are and when to use them, then you'll get hands-on experience building a simple pipeline using Python.
Jake Roach
6 февраля 2024 г.
Building Multi-Modal Search with Weaviate
In this session, you'll learn how to use the Weaviate vector database to store these different content types, then perform search queries on them.
JP Hwang
31 января 2024 г.
Get Started Analyzing Survey Data with SQL & Python
In this introductory session, you'll explore a survey on business innovation. The focus will be on principles of analyzing survey data, and you'll write some simple SQL for calculations and simple Python for data visualizations.
Richie Cotton
24 января 2024 г.
Data Storytelling with ChatGPT
In this session, you'll learn how to use ChatGPT to perform a data analysis and assemble the results into a data story.
Joe Franklin
16 января 2024 г.
Chat with Your Documents Using GPT & LangChain
In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.
Andrea Valenzuela
Josep Ferrer
9 января 2024 г.
Fine-tuning GPT3.5 with the OpenAI API
In this code along, you'll learn how to use the OpenAI API and Python to get started fine-tuning GPT3.5.
Zoumana Keita
22 декабря 2023 г.
Exploratory Data Analysis in Python for Beginners
In this code-along, you will be introduced to the basics of exploring new datasets. Using data on UK Premiership soccer results, you will use Python to calculate summary statistics and draw visualizations to generate insights.
George Cunningham
19 декабря 2023 г.
Retrieval Augmented Generation with LlamaIndex
In this session you'll learn how to get started with Chroma and perform Q&A on some documents using Llama 2, the RAG technique, and LlamaIndex.
Dan Becker
13 декабря 2023 г.
Building a Diffuser Model From Scratch with PyTorch
In this webinar, you'll learn how to build your own diffuser model from scratch!
Philip Bontrager
6 декабря 2023 г.