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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AI開発者になる

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OpenAIとLangChainを使用したAIシステム構築

OpenAI APIとLangChainパッケージをマスターし、AIの概念実証を構築していきます。

GPTとLangChainを使用した大規模言語モデル入門

Richie Cotton

GPTとLangChainを使用したプロンプトエンジニアリング

Olivier Mertens

LangChainとOpenAI APIで学ぶマルチモーダルAIアプリケーションの構築

Korey Stegared-Pace

GPTとPineconeでAIアプリケーションを開発

PineconeベクターデータベースとOpenAI APIを組み合わせ、長期記憶を持つチャットボットを構築します。

Pineconeによるセマンティック検索

James Briggs

OpenAI APIとPineconeによる検索拡張生成

Vincent Vankrunkelsven

OpenAI APIとPineconeによるチャットボット構築

James Briggs

Hugging FaceでAIシステムを構築

Hugging FaceでオープンソースAIエコシステムの力を発見しましょう。

Hugging FaceでオープンソースAIモデルを使用

Alara Dirik

Hugging FaceでNLPアプリケーションを構築

Jacob Marquez

Hugging Faceで画像分類

Priyanka Asnani

2名以上のトレーニングをお考えですか？DataCamp for Businessをお試しください

すべてのCode Along

Data Analysis

SQL for Absolute Beginners

Start from the very basics of what SQL is and why it's essential, move through key components such as retrieving data from databases, manipulation of data, and basic SQL queries.

Adel Nehme

2023年9月20日

Data Literacy

Data Storytelling for Absolute Beginners: A Case Study with Green Businesses

In this webinar for data novices, you'll learn about several ways in which you can visualize your data, understand how plots work and structure a story around them.

Camilo Martinez

2023年9月11日

Machine Learning

Using AI to Enhance Product Pages with LangChain and Python

In this webinar, you'll learn how to use generative AI tools, including LangChain, to make better retail product pages.

Jikku Jose

Jibin Mathew

2023年8月24日

Data Engineering

Vector Databases for Data Science with Weaviate in Python

In this code-along, JP shows you how to use Weaviate, a leading open source vector database, to build apps that can understand and manipulate them based on meaning.

JP Hwang

2023年8月16日

Data Engineering

Using Feature Stores for Managing Feature Engineering in Python

Learn how to manage the features for your machine learning models, to save you time and improve the consistency of your models.

Colin Priest

2023年8月10日

Machine Learning

Analyzing Top Runner Performance from A to Z with AI using DataLab (fka Workspace)

Join Filip Schouwenaars, VP of Engineering at DataCamp Workspace to see a real-time example of how AI can enable faster time to insight on data analysis tasks.

Filip Schouwenaars

2023年8月2日

Data Science

Optimizing GPT Prompts for Data Science

This training will aid you in optimizing your personal usage of ChatGPT and when developing powered GPT applications.

Andrea Valenzuela

2023年8月2日

Data Science

Using ChatGPT Code Interpreter for Data Science

In this live training, we use ChatGPT Code Interpreter to perform a data analysis workflow on an Airbnb dataset.

Adel Nehme

2023年7月24日

Data Science

Introduction to Experiment Tracking

This webinar shows you how to get started with experiment tracking, a pivotal yet frequently overlooked aspect of the data science lifecycle.

Jinen Setpal

2023年7月19日

Data Analysis

Data Modeling in SQL

In this live training, you'll learn about data cleaning, shaping and loading techniques and learn about common database schemas for organizing tables for analysis.

Andy Alseth

2023年7月12日

Machine Learning

Using Synthetic Data for Machine Learning & AI in Python

Rewatch this training to discover what synthetic data is, how it protects privacy, and how it's being used to accelerate AI adoption in banking, healthcare, and many other industries.

Alexandra Ebert

2023年7月12日

DataCamp Product

Automate Business Metric Reporting with Datalab

In this live training aimed at aspiring and active data analysts, we’ll showcase this workflow by reporting on bicycle sales and inventory data stored in Microsoft SQL Server data.

Filip Schouwenaars

2023年6月29日

About DataCamp

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Data Science & AI Code-Alongs

AI開発者になる

OpenAIとLangChainを使用したAIシステム構築

GPTとLangChainを使用した大規模言語モデル入門

GPTとLangChainを使用したプロンプトエンジニアリング

LangChainとOpenAI APIで学ぶマルチモーダルAIアプリケーションの構築

GPTとPineconeでAIアプリケーションを開発

Pineconeによるセマンティック検索

OpenAI APIとPineconeによる検索拡張生成

OpenAI APIとPineconeによるチャットボット構築

Hugging FaceでAIシステムを構築

Hugging FaceでオープンソースAIモデルを使用

Hugging FaceでNLPアプリケーションを構築

Hugging Faceで画像分類

すべてのCode Along

SQL for Absolute Beginners

Data Storytelling for Absolute Beginners: A Case Study with Green Businesses

Using AI to Enhance Product Pages with LangChain and Python

Vector Databases for Data Science with Weaviate in Python

Using Feature Stores for Managing Feature Engineering in Python

Analyzing Top Runner Performance from A to Z with AI using DataLab (fka Workspace)

Optimizing GPT Prompts for Data Science

Using ChatGPT Code Interpreter for Data Science

Introduction to Experiment Tracking

Data Modeling in SQL

Using Synthetic Data for Machine Learning & AI in Python

Automate Business Metric Reporting with Datalab

About DataCamp

Industries

Roles

Technologies

Topics