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.
Kategorien entdecken
Vorgestellt
KI-Entwickler werden
Unterrichtet von Lehrkräften aus:
Entwicklung von KI-Systemen mit OpenAI und LangChain
Erlerne den Umgang mit den OpenAI-API- und LangChain-Paketen und erstelle dabei auch KI-Machbarkeitsstudien.
Entwicklung von KI-Anwendungen mit GPT und Pinecone
Kombiniere die Leistungsfähigkeit von Pinecone-Vektordatenbanken und der OpenAI-API und erstelle Chatbots mit Langzeitgedächtnis.
Entwicklung von KI-Systemen mit Hugging Face
Entdecke die Leistungsfähigkeit des Open-Source-KI-Ökosystems mit Hugging Face.
Training für 2 oder mehr Personen?Probiere es mit DataCamp for Business
Alle Code-Alongs
Using GPT on Azure
Find out how you can spin up a pay-as-you-go instance of OpenAI, and you’ll build a few simple applications that show the power of LLMs and GenAI against your data.
Dave Wentzel
12. März 2024
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. März 2024
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. Februar 2024
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. Februar 2024
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. Februar 2024
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. Januar 2024
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. Januar 2024
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. Januar 2024
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. Januar 2024
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. Dezember 2023
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. Dezember 2023
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. Dezember 2023