List: data first approach | Curated by Eric Kleppen

Aug 9, 2024
39 stories
data first approach
In
TDS Archive
by
Erdogan Taskesen
What You Need To Know To Build Large Streamlit Applications With Stripe Subscriptions And Firestore…The ability to turn ideas into software products is a great skill to learn. In this blog, I will describe what it takes, and how to put the…
Aug 2, 2024
4
Aug 2, 2024
4
Rubens Zimbres
Use LLMs to Turn CSVs into Knowledge Graphs: A Case in HealthcareRecently I read a post where neo4j-runway was presented. According to their Github page, “Neo4j Runway is a Python library that simplifies…
Jun 22, 2024
8
Jun 22, 2024
8
In
AIGuys
by
Vishal Rajput
Prompt Engineering Is Dead: DSPy Is New Paradigm For PromptingDSPy Paradigm: Let’s program — not prompt — LLMs
Jun 19, 2024
77
Jun 19, 2024
77
In
TDS Archive
by
Ryan D'Cunha
Classification Loss Functions: Intuition and ApplicationsA simpler way to understand derivations of loss functions for classification and when/how to apply them in PyTorch
Jun 27, 2024
Jun 27, 2024
Cassie Kozyrkov
Glossary: Controlling AI SystemsUnderstanding the words used to describe various aspects of making AI do what you need it to
May 19, 2024
6
May 19, 2024
6
In
TDS Archive
by
Shaw Talebi
How to Build Data Pipelines for Machine LearningA beginner-friendly introduction with Python code
May 2, 2024
2
May 2, 2024
2
In
TDS Archive
by
Katherine Munro
From analytics to actual application: the case of Customer Lifetime ValuePart one of a comprehensive, practical guide to CLV techniques and real-world use-cases
Jul 2, 2023
6
Jul 2, 2023
6
In
Generative AI
by
Tristan Wolff
Complete Guide To Setup AutoGPT & Revolutionize Your Task Automation with GPT-4Learn how to setup, configure & run Auto-GPT
Apr 13, 2023
15
Apr 13, 2023
15
In
Generative AI
by
Tristan Wolff
An Overview Of Autonomous Agents: BabyAGI, Auto-GPT, CAMEL, and BeyondA Guide to the Latest Open-Source Innovations in AI-Powered Autonomous Agent Frameworks
Apr 16, 2023
3
Apr 16, 2023
3
In
TDS Archive
by
Shay Geller
Normalization vs Standardization — Quantitative analysisStop using StandardScaler from Sklearn as a default feature scaling method can get you a boost of 7% in accuracy!
Apr 4, 2019
14
Apr 4, 2019
14
In
Towards AI
by
Jesus Rodriguez
Inside LangChain: The Open Source Large Language Model Framework Everyone is Talking AboutOne of the most popular new frameworks for building LLM applications.
Mar 8, 2023
5
Mar 8, 2023
5
In
TDS Archive
by
Piero Paialunga
Hands-on Sentiment Analysis on Hotels Reviews Using Artificial Intelligence and Open AI’s ChatGPT…Here’s how to automatically classify good and bad reviews using Machine Learning, in a few lines of code
Dec 14, 2022
4
Dec 14, 2022
4
In
Level Up Coding
by
Youssef Hosni
13 SQL Statements for 90% of Your Data Science TasksStructured Query Language (SQL) is a programming language designed for managing and manipulating relational databases. It is widely used by…
Feb 27, 2023
58
Feb 27, 2023
58
In
TDS Archive
by
Lina Faik
Survival Analysis: Predict Time-To-Event With Machine Learning (Part I)Practical Application to Customer Churn Prediction
Feb 9, 2023
4
Feb 9, 2023
4
In
TDS Archive
by
Rukshan Pramoditha
10 Amazing Machine Learning Visualizations You Should Know in 2023Yellowbrick for creating machine learning plots with less code
Nov 5, 2022
5
Nov 5, 2022
5
Jonathan Duran
The Star Schema: A Hands-On Approach to ModelingIntroduction
Jun 5, 2021
2
Jun 5, 2021
2
In
Dev Genius
by
Shahar Gvirtz
SQL Server: Overview of different methods for change trackingOverview of different methods to detect changes made in a SQL Server table as part of an ETL process. Their pros/cons, and how they work.
Jun 28, 2020
2
Jun 28, 2020
2
In
CodeX
by
Andrew Zhu
Setup a Spark cluster step by step in 10 minutes
May 10, 2021
2
May 10, 2021
2
In
TDS Archive
by
Dario Radečić
Apache Airflow for Data Science — How to Work with REST APIsBuild a data pipeline that connects to a remote REST API in 5 minutes
Mar 17, 2022
Mar 17, 2022
In
Hashmap, an NTT DATA Company
by
Mohini Kalamkar
5 Steps to Converting Python Jobs to PySparkMoving from Pandas to PySpark using Apache Arrow or Koalas
Oct 16, 2020
2
Oct 16, 2020
2