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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Devino dezvoltator de inteligență artificială
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Construirea de sisteme AI cu OpenAI și LangChain
Stăpânește pachetele OpenAI API și LangChain și construiește demonstrații de concept bazate pe inteligență artificială pe parcurs.
Dezvoltarea aplicațiilor AI cu GPT și Pinecone
Combină puterea bazelor de date vectoriale Pinecone cu API-ul OpenAI și construiește chatbot-uri cu memorie pe termen lung.
Construirea sistemelor de inteligență artificială cu o față îmbrățișătoare
Descoperă puterea ecosistemului de inteligență artificială open source cu Hugging Face.
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Toate codurile împreună
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 martie 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 februarie 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 februarie 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 februarie 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 ianuarie 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 ianuarie 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 ianuarie 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 ianuarie 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 decembrie 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 decembrie 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 decembrie 2023
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 decembrie 2023