Archive 📚

Free Tools to Create a Powerful Curriculum

Stay Productive with this Free and Open Source Tools to Create PPTs.

Presentations for Developers - How to use SliDev to Create PPTs with Code

Quickly Prototype Gen AI Web Apps in pure Python.

Building a ChatGPT4 Clone with Streamlit. Use GPT4 and GPT-4o through their APIs and avoid the recurring monthly subscription bill for ChatGPT.

Communicate with Llama3 with an user friendly UI. SelfHostable Streamlit App to Chat with Ollama

Building a ChatGPT4 Clone with Streamlit. Use GPT4 and GPT-4o through their APIs and avoid the recurring monthly subscription bill for ChatGPT.

How to avoid falling into click baits with Generative AI. Use Groq and Streamlit to summarize and video and to know if its worth your time

Stay Productive with this Free and Open Source Diagramming Tools.

Next.js is not just for server-side rendering. Build a static sites that are fast, secure, and scalable. NextJS is great if you are a developers looking to enhance your web projects.

Selfhosting Dify AI with Docker. Vector Database for Gen AI Projects.

A guide on how to use Pezzo AI with Docker - The developer first AI Platform.

Develope your ideas faster with MetaGPT - F/OSS AI Multi Agent Framework.

Connect your data to a full ecosystem of state-of-the-art of ML and LLMs with MindsDB

Self-hosting Transmission using Docker (and VPN: Gluetun with Proton VPN). Use P2P responsibely while keeping your privacy.

How to create a Streamlit App to chat with your docs by using OpenAI API + FAISS Vector Store.

SelHosting ChatWoot - Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud.

Developing LLMs APPs faster with UI together with Flowise AI. Start your Low Code AI journey.

Guide to SelfHost your LLMs powered by EmbedChain RAG Framework.

The fastest way to start trying Generative AI Python Projects that have been open sourced. Get the dependencies right and run simply run them.

How to get better with ASTRO as SSG.

OLLama is an amazing project. And Ollama Web UI makes it even better. Control your local LLMs with this F/OSS UI built on top of Ollama.

Managing VectorDBs with UI with to VectorAdmin. SelfHost VectorAdmin with Docker and use it with Local VectorDBs.

Using Local LLMs with Ollam and making them Interact thanks to CrewAI. Guide to SelfHost Conversational AI.

SelfHosting LogSeq - Build a private knowledge base that can be used together with Ollama. A Free Obsidian alternative

OLLama is a great FOSS project that allow us to deploy LLMs locally and manage them in a way familiar for Docker users.

Lets use LLMs Locally with PrivateGPT and Docker. Chat with your Documents while Keeping Data Safe and Private.

Selfhosting ChromaDB with Docker. Vector Database for Gen AI Projects.

Installing Whishper with Docker, the Free, Local and Open-Source Audio Transcription.

Lets SelfHost Tabby, a Free and Local Coding Assistant. Use Open Source LLMs, and interact with them locally, using regular CPUs to help you Code for Free. Say Goodbye to Copilot and the Cloud.

Unpredictable weather led to the creation of the Python Trip Planner app. This open source tool forecasts weather, ensuring a smoother trip planning. Discover the features, how to use it for Free.

Stay Productive with this F/OSS Miro Alternative. ExcaliDraw with Docker.

Lets learn how to use Open source LLMs together with Python with GPT4All.

Running Stable Difussion Locally with Automatic111 and Docker

Using Local LLMs with koboldcpp . Guide to SelfHost LLMs (Run any GGML and GGUF models locally).

Whether you are using HUGO, Jekyll, or plain HTML, Cloudflare Pages provides a robust, scalable, and free hosting solution. Learn how its seamless integration and powerful features can benefit your web projects.

Sharing your great ideas with the world is possible by using GitHub Pages for FREE. It provides a straightforward platform with a free domain, and you can also link your custom domain.

Benefit of free hosting with Google Firebase. Firebase has a free tier and you also get a free domain to start with. You can also link your custom domain.

SelfHosting with Dockge and Docker. A Portainer Alternative

Explore the capabilities of Generative text AI models. Dive into Open Source LLMs, and learn how to interact with them locally and for FREE. Text Generation Web UI with CPU.

Learning how to learn. How to get the most of LLMs to accelerate your learning.

Lets configure Jenkins - An open source CI/CD Tool.

Discovering the Open-Meteo Python API to have weather forecasts data insights. Installing the library and preparing plots to include them in the Python Trip Planner Dash App.

Improving the UI of The Python Trip Planner Dash App. The layouts importance and how to tweak colors of our charts.

Self-hosting qBittorrent using Docker (and VPN: Gluetun with Mullvad). Learn how to maintain control, enhance privacy, and boost security in your torrenting activities.

Elevate Your Productivity: Use Webtops with this simple Docker Installation, enabling device flexibility for enhanced productivity across diverse platforms and locations.

Routing Docker Containers Traffic Through VPNs: Gluetun client with Docker.

Discovering the differences in the deployment process of a Python DASH App (Trip Planner with Weather): Google Cloud Run vs. using the Docker DASH image of the App together with Cloudflare to deploy it securely from home.

Are you planning your next adventure but not sure if the weather will be fine? This Python Dash App based on Meteostat API data allows you to explore historical weather data for any location you are planning to visit.

Using Meteostat Python API to access and display historical weather data in our Apps. Building a Trip Planner App based on historical weather patterns of interesting locations.

Guide - How to use Google Cloud Run free tier to deploy your Python DASH apps.

Discovering the differences between building Docker images using the Cloud and Local Builds. Comparing the advantages and limitations, such as automation, resource usage, and build times. Example: Python DASH

Guide - How to use Github Actions as your CI/CD tool to build and push Docker containers automatically.

A Free alternative to one drive/google drive / apple cloud - Your Cloud with Syncthing and Filebrowser.

As I plan to make a complete route by bike from Tallin to Athens, I need to see how my fitness level improves over the months, to be ready for the next challenge. Polar and Python are helping me with it.

Rootcausing slow home internet speeds with Docker and couple of free open souce solutions: OpenSpeedTest and SpeedTest-Tracker. Learn how to pinpoint the root cause of connectivity issues, optimize your network, and ensure a faster online experience.

Installing Netdata with Docker, the free open-source monitoring tool to check how your AI server is doing with a realtime Dashboard.

Installing Grav CMS with Docker. A user-friendly CMS that offers speed, flexibility, and security advantages. Discover how to build websites that are easy to maintain.

Installing Matrix Server with Docker (and Cloudflare) - A decentralized messaging platform that provides a secure and privacy-focused alternative to centralized messaging services like Facebook/Whatsapp/Telegram.

Installing Timelite with Docker - Boost your productivity with this time tracking open source tool. Learn how tracking your tasks can improve your focus, planning, and provide actionable insights.

Building a FREE website with Ghost CMS - How to Install Ghost and Expose Safely to the Internet with Cloudflare Tunnel.

Accessing Your Self Hosted Services WITHOUT Port Forwarding with Cloudflare. Discover the benefits of Cloudflare Zero Tunnel deployed with Docker for securing connections and expose services securely on a global scale.

An alternative to Github or Bitbucket to track your projects code history. I will show you how to selfhost Gogs with Docker.

An interactive R Shiny App that revolutionizes the way public financial information is displayed. Built on top of well-known R packages for financial analysis: yfR, QuantMod, PriceR and Quandl.

Exploring the integration of Docker and R Shiny, focusing on reproducibility in software development. Creating a Shiny Docker image for the R Stocks project to simplify deployment and sharing of our interactive data applications.

SelfHosting Airflow with Docker

SelfHosting a Free and Open PDF editor - StirlingPDF with Docker

If you have been using SQL and Pandas with Python for a while, you might want to leverage that knowledge by learning PySpark - Using Python for Big Data Analytics with distributed computing.

You might be curious about getting historical fundamental data on companies, for some project that you want to accomplish - QuanDL is an open source library that helps us with this task (provided the API).

You might be curious about getting historical dividends and stock splits for some project that you want to accomplish - QuantMod is an open source library that helps us with this task.

You might be curious about getting historical exchange rates between currencies or check historical inflation data for some project that you want to accomplish - PriceR is an open source library that helps us with this task.

You might be curious about getting historical stock price on companies, for some project that you want to accomplish - yfR is an open source library that helps us with this task.

SelfHosting Umami with Docker. Forget about cookies pop-up, be GDPR compliant out of the box and learn how to use Umami together with HUGO SSG.

Installin Uptime Kuma - the free and open-source monitoring tool that allows you to monitor the health and performance of your web applications and infrastructure.

Another option to make your HUGO site available to the internet, is to use Github and Github Actions as CI/CD tool that will look for changes in our repository and build and deploy the changes to a free domain.

You got a HUGO website ready locally. Now you want to Host it. Sharing your great static site with the world is possible by using Google Firebase for FREE. It has a free tier and you also get a free domain to start with. You can also link your custom domain.

How you can shape data products and address requirements. The essential questions to collaborate with the product team for successful data-driven projects and maximizing impact.

Getting familiar with Astro SSG and its themes. Showing you how to Find Themes for Astro and doing further customization to make your Websites look even better.

How to make a HUGO Theme look even better. Tips to enhance your HUGO site and the F/OSS tools that you can use.

Deploying WordPress with Docker.A simple way to get your website up and running. Easily install and manage WordPress - An user-friendly platform for creating your website.

You might be looking for some open source monitoring tool for your LAN. In this post I will cover how to install WatchYourLAN in Docker for that purpose.

What Chevereto is, how it works, and why you might want to consider using it for your own image hosting needs.

Gain self-awareness and learn about decision making process, habits building and biases.

Everyone talks about Web3. I was wondering if I could use some knowledge that I got while creating static sites with HUGO and its actually pretty simple. Follow this post and you will get your Web3 ready.

Drawio - A FOSS Flowchart Maker (or network diagram software, to create UML online, as an ER diagram tool, to design database schema…) that I will show you how to selfhost with Docker.

You might have heard about Wordpress. Today, you will learn how to create your website with another Free Open Source alternative, HUGO. Which offer a much faster response.

Providing that we have a working Shiny Dashboard, we can be interested to expose it to a wider audience instead of just locally. One simple option is to use ShinyApps.io as I cover in this post.

Google Photos is no longer free. Fortunately there are some open alternatives to have a self-hosted and local Google Photos. Lets deploy with Docker Photoview.

Create a Website to Improve your online Presence. Make your Github Projects visible and better documented by using Jekyll SSG together with Github Pages.

Docker is not the only one. How to use Podman to Streamline your workflows, improve security, and enable better resource management in your data-driven applications.

A Comprehensive Guide for Discovering the world of container registries - one pilar to optimize our development workflow. Comparing popular options like Docker Hub, Quay, GitLab, GitHub, and Google Cloud. Learn their unique features, strengths, and weaknesses.

Enhancing portability across various environments with Docker. Deploy applications efficiently: Learn to create Dockerfiles, build images, run containers, and push images to registries.

You might be looking for some alternative to Github or Bitbucket to track your code changes on some project. In this post we will selfhost Gitea with docker for that purpose.

Whether you are creating the roadmap for some personal project or checking critical path for a team task, you will be in need of a Project Management tool. Leantime is a free open source tool for that purpose.

You might be looking for some alternative to OneNotes. Lets SelfHost Trilium with dockerto have our local and private knowledge base.

In search to improve the efficiency of your team and your projects, you will might need to have a kanbar board to optimize the workflow. Focalboard is an Open Source tool that we can self-host with Docker for this task.

You might be looking for an open source tool that enables Linux/ machines to communicate with Windows machines in a Network. This guide will help you by installing Samba with Docker.

Lets Selfhost Whoogle with Docker step by step. An alternative to Google Search that respects privacy, but at the same time provides with relevant search results.

Setting up and configuring Nginx for use in your own projects. Exposing services easily and securely with NGINX and get automatic https certificates with letsencrypt.

When starting your self-hosting journey you might be not 100% confident with the terminal. By installing Portainer - you will have a tool to manage containers with a graphical interface.

Explore A/B testing. Learn how to integrate advanced data analysis techniques, uncover insights, and make informed decisions that drive conversions.

Discover the secrets of ROC curves and learn how to evaluate and optimize binary classification models in machine learning. Gain insights into true positive rates, false positive rates, and the ideal balance for your specific problem, ultimately enhancing your classifier performance.

I wanted to summarize the most important ML concepts to work as a data analyst.Even if you will not be performing Data Science tasks, this knowledge will be of great help when collaborating with them. Understand their language.

PiHole is a free open source tool that we can selfhost with docker to block ad domains, so that they wont appear in any device connected to our router. Here is the guide.

In this post I show you how to use the Knit package in R to build a simple website.

As part of your Data Analytics journey, you will have to build knowledge of Python. In this post I am collecting some of the must know tricks to start your projects.

I have been compiling the most recurrent SQL queries that you will require in your first job as a data analyst. Master these and you will make a great progress with your analytical skills.