Responsible Development of an LLM Application + Best Practices
Do you know how to build an LLM application in a responsible way? No, then you should check out this article. We will cover some peculiarities we have learne...
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Years Tags CategoriesArtificial Neural Network from Scratch
Understand and implement an artificial neural network using NumPy.
Recent posts
Convert a Time Series into a Classification Problem
This article describes an example project in the context of stock trading. Can we predict with an AI model whether a stock goes up or down the next day? It i...
Efficient Use of KPIs in Data Science Projects
Project controlling is essential in data science projects, as the time required and costs are often difficult to estimate.
The democratization of AI & finance must go hand in hand!
This week, we were interviewed by DSBoost. We talked about current AI topics and our vision. You can read the interview in this article.
Learn How Keyword Search Works and How Language Models can Improve it!
Search is everywhere! We all use search engines like Google, Bing, or You.com every day.
Univariate Discrete Distributions - An Easy-to-Understand Explanation with Visuals
Do you know this? You want to learn something new, but you don’t know where to start. This is how we felt when we wanted to understand distributions mathemat...
How to Deploy Your Plotly Dash App to Hugging Face Using Docker
Do you want to deploy your Plotly Dash App? Yeah, then this article is for you.
Lamini - Fine-Tune Your Large Language Models with Just 3 Lines of Code
Everyone has been talking about Prompt Engineering! But it has several limitations! For example, the model always decides based on the training data (often a...
Mastering LangChain - A Beginner Guide
Since the release of ChatGPT, large language models (LLMs) are becoming more and more popular. New LLM-powered tools come on the market almost every day.
Exploring Prompt Engineering for Developers - A Practical Guide
On the Internet, you can often find PDFs or websites titled “The 100 Best Prompts to Boost Your Productivity.” These prompts are mostly for tools like ChatGP...
How to Deploy a Web App With Docker on Render for Free?
Do you want to make your web app accessible via the Internet? Deploying your web app gives you many advantages. You can quickly share the app with colleagues...
LangChain - Chat with Tesla’s Q2 Earnings Call on YouTube
Don’t have enough time to watch a complete earnings call of a company? Maybe you have only a few questions. Then, it’s not necessary to listen to the whole e...
Poetry - Python Dependency Management Like a Pro
Do you often have problems with dependencies in your Python projects? Then, Poetry offers a solution for you. Poetry is a dependency management and packaging...
Efficient Testing of Your Python Code With Pytest
Do you often look for errors in software components that could prevent with a better testing strategy?
Build a beautiful-looking GPT Chatbot with Plotly Dash
ChatGPT has impressively demonstrated the potential of AI chatbots. In the next few years, such AI chatbots will revolutionise many areas of the economy. Fra...
EDGAR Tools - An Awesome Python Package to Get SEC Filings
Today, we’re talking about the best EDGAR library we have ever seen! We’ve tested many EDGAR libraries in the last year, and none of them have met our requir...
LangChain - Use the Power of GPT to Chat with Earnings Reports of Companies
Do you want to compare many quarterly reports of public companies? It’s tedious to look through all the quarterly reports by hand. An assistant would be very...
Detection of Credit Card Fraud with an Autoencoder
Do you want to know how to create an anomaly detector using Python and TensorFlow? Then this article is for you. Credit card companies use anomaly detectors ...
A Comprehensive Guide to Building Enterprise-Level Plotly Dash Apps
Data Science projects always need some kind of visualization. For the initial analysis, data scientists usually use Jupyter Notebooks and libraries like matp...
Deploy Your Own MLflow Workspace On-Premise with Docker
MLflow is an open source platform to manage the lifecycle of ML models end to end. It tracks the code, data and results for each ML experiment, which means y...
Getting Your OpenAI API Key in Three Easy Steps
Do you want to know how to get your OpenAI API Key? Yes, then this article is for you.
AI Automation Agency - The Next Big Thing for Online Entrepreneurs?
Here’s all you need to know about this new business model!
Understand and Implement an Artificial Neural Network from Scratch
TL;DR Understand and implement an artificial neural network from scratch using NumPy, learn the basics of feedforward and backpropagation, and explore the im...
Build a GPT-Powered Translator with LangChain
Everyone is talking about prompt engineering and how to write efficient prompts. A prompt refers to the input of the model. Many people think of this as the ...
Create Impressive Charts Using Plotly Express in Python
The central task of a data scientist is to analyze large amounts of data. Afterwards, the data scientist must present the results clearly, e.g. with comprehe...