Python dictionaries: a comprehensive guide for devs
Learn how to modify and remove dictionaries and use built-in Python dictionary methods.
Category
Data
Having the right data at the right time is the key to success in the digital economy. Learn how to extract data from the web with Apify.
20 Posts
What is data parsing? Process, techniques, tools, and use cases
Discover all you need to know about data parsing. Learn how it works, common techniques, popular tools, and uses.
How to download a file with cURL
Explore the essence of cURL and its potential to improve your data transfer process.
How to post JSON data with Python Requests
Everything about sending a POST request with JSON data, including handling responses and potential errors.
AI and copyright: fair use, training, and web scraping
Is AI-generated content protected by copyright law? And can copyrighted content be used to train AI? We explore the legal landscape for answers.
Data parsing with regex: when and when not to use regular expressions for data extraction
Learn about using regular expressions for data parsing and when to avoid them.
How to build an email address database
Make an email database with Apify Actors. Follow this step-by-step guide and learn how to extract email addresses and create your own CRM system.
LlamaIndex vs. LangChain
A guide to the functionalities of LlamaIndex and LangChain so you know when to use them.
Synthetic data generation vs. real data for AI
60% of all data for machine learning will be synthetic by the end of 2024. This is bad news for AI!
What are embeddings in AI?
An introduction to embeddings: what they are, how to create them, and why they're so important for NLP and LLMs.
What is MLOps?
Learn all about MLOps: what it's for, how it works, and how to create your own MLOps solution.
What is retrieval-augmented generation, and why use it for chatbots?
RAG is revolutionizing search and information retrieval. We explain how it works.
What is AIOps?
Learn all about AIOps: what it's for, how it works, and how to create your own AIOps solution.
Python tuple vs. list
Learn the differences between Python lists and tuples and when and how to use them.
Emotion detection through multinomial logistic regression
Delve deep into multinomial logistic regression using real-world IMDb movie data.
What is data labeling in AI, and how do you do it?
When you need to label data, when to do manual vs. automated labeling, and how to get data for labeling in the first place.
AI and data extraction: how to deal with lack of data in machine learning
6 ways to deal with insufficient data for AI models.