2023  32

September  1

Chaos Theory in Motion: a Double Pendulum Simulator in Python

September 3, 2023 路 8 min 路 1518 words 路  路  Python 路  My Projects 路  Streamlit
Exploring the intersection of Chaos Theory with Python and a Double Pendulum Simulator App. Using Streamlit, physics equations, Docker, and Cloudflare, the app showcases the unpredictable dance of determinism and chaos in a digital realm.

August  1

Beyond the Hype: Interacting with Generative AI Text Models Locally

August 15, 2023 路 4 min 路 810 words 路  路  Docker 路  Gen-AI
Explore the capabilities of Generative text AI models beyond the buzz. Dive deep into Open Source LLMs, and learn how to interact with these digital artists locally, using your CPU without extra cost.

July  4

Trip Planner with Weather: Crafting a Weather App for My Bikepacking Odyssey

July 15, 2023 路 6 min 路 1087 words 路  路  Python 路  Dashboards 路  DASH 路  My Projects 路  Trip-Planner 路  CyclingThroughEurope
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 and the story behind it.

Generative AI and Prompts: Steering the Learning Revolution

July 9, 2023 路 5 min 路 881 words 路  路  Career 路  Gen-AI
Learn to build a powerful data analytics brand by defining your niche, understanding your audience, crafting a unique value proposition, creating valuable content, and forming strategic partnerships. Establish your expertise and stand out in the competitive world of data-driven decision-making.


July 5, 2023 路 1 min 路 47 words 路  路  Self-Hosting
The OrangePi 5, my new toy.

Running a Tor Node: Bridges and Middle Relays with Docker

July 1, 2023 路 7 min 路 1293 words 路  路  Docker 路  Self-Hosting
Exploring the TOR network: Setting up Tor Bridges and Middle Relays with Docker.

June  5

Improving Python Trip Planner with Weather Forecasts: Open Meteo API

June 30, 2023 路 3 min 路 526 words 路  路  Python 路  Trip-Planner
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 Python DASH UI’s: Python Trip Planner with Weather

June 24, 2023 路 4 min 路 829 words 路  路  Python 路  Dashboards 路  DASH 路  Trip-Planner
Improving the UI of The Python Trip Planner Dash App. The layouts importance and how to tweak colors of our charts.

Torrenting in Docker: qBittorrent and VPN (Mullvad)

June 18, 2023 路 5 min 路 1061 words 路  路  Docker 路  Self-Hosting
Self-hosting qBittorrent using Docker (and VPN: Gluetun with Mullvad). Learn how to maintain control, enhance privacy, and boost security in your torrenting activities.

Boosting Productivity - Installing Webtops with Docker

June 16, 2023 路 3 min 路 548 words 路  路  Docker 路  Self-Hosting
Elevate Your Productivity: Use the Power of Webtops with this simple Docker Installation, enabling seamless workflows and device flexibility for enhanced productivity across diverse platforms and locations.

Kickstart Your Career in Data Analytics: The Ultimate Guide

June 4, 2023 路 33 min 路 6885 words 路  路  Career
In-depth guide for anyone interested in starting a career in data analytics. It covers essential skills, the best educational routes, gaining practical experience, and real-world application of data analytics skills. This guide aims to motivate, inform, and guide you on your journey to become a data analyst

May  3

Using Google’s Bard Anywhere: Docker, Firefox and VPN

May 21, 2023 路 3 min 路 511 words 路  路  Docker 路  Self-Hosting
Using Google BARD Anywhere by installing Firefox in a Docker container and routing its traffic through a VPN. This secure setup enhances your online privacy and data protection, ensuring safer browsing.

The Pareto Principle in Data Analytics (And not Only)

May 10, 2023 路 7 min 路 1313 words 路  路  Career
Revolutionize Data Analytics with the 80/20 rule. Application in analytics for decision-making, and tips for leveraging this Principle to prioritize resources effectively. Master the art of identifying the vital few from the trivial many in your data-driven journey.

Battle of the Boards: Raspberry Pi 4 vs. Orange Pi 5

May 2, 2023 路 3 min 路 561 words 路  路  Self-Hosting
Benchmarking SBCs: Raspberry Pi 4 vs. Orange Pi 5. Discovering the performance and features of these powerful single-board computers.

April  4

A new Toy - SelfHosting and the Orange Pi 5’s Potential

April 23, 2023 路 2 min 路 265 words 路  路  Self-Hosting
The OrangePi 5, a new toy. Setting up an Orange Pi during the first use and preparing it to Self-Host with Docker.

Self-hosting Python DASH Apps: with Docker (and Cloudflare Tunnels)

April 15, 2023 路 4 min 路 738 words 路  路  Docker 路  Self-Hosting 路  Python 路  DASH 路  Trip-Planner
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.

Cycling through Europe - Poland: Krakow to Czestochowa

April 10, 2023 路 4 min 路 833 words 路  路  Blog 路  CyclingThroughEurope 路  Python
A bikepacking journey between two historic cities in Poland: Krakow and Czestochowa. Exploring lesser-known marvels: ancient castles, Orlich Gniazd, Ojcowski National Park, and the fascinating B艂臋d贸w Desert.

Trip Planner - Discovering Weather Data Patterns with Python

April 1, 2023 路 4 min 路 768 words 路  路  Python 路  Dashboards 路  DASH 路  My Projects 路  Trip-Planner
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.

March  4

Discovering Meteostat: Historical Weather API in Python

March 19, 2023 路 4 min 路 670 words 路  路  Python 路  Trip-Planner
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.

DASH Apps with Docker and Google Cloud Run

March 12, 2023 路 2 min 路 397 words 路  路  Python 路  Docker 路  DASH
Guide - How to use Google Cloud Run free tier to deploy your Python DASH apps.

Building Docker Images: Github Actions vs Local Builds

March 6, 2023 路 6 min 路 1236 words 路  路  Docker 路  Python 路  DASH 路  Trip-Planner
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

Github Actions - Building and Pushing Containers with CI/CD

March 5, 2023 路 2 min 路 422 words 路  路  Docker
Guide - How to use Github Actions as your CI/CD tool to build and push Docker containers automatically.

February  3

Analyzing your Sport Performance with Python and Polar data

February 26, 2023 路 1 min 路 127 words 路  路  Python 路  Trip-Planner
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.

Home Internet Monitoring: SpeedTrackers with Docker

February 18, 2023 路 3 min 路 569 words 路  路  Dashboards 路  Docker 路  Self-Hosting
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.

Systems Engineering and Infrastructure 101

February 5, 2023 路 5 min 路 976 words 路  路  Career
Having a closer look at System Engineering and Infrastructure Management, why it matters for developers, and how it relates to CI/CD tools and processes.

January  7

Negotiation Skills for Data Analytics

January 29, 2023 路 4 min 路 709 words 路  路  Career
Negotiation is a process of discovery, uncovering information. We need such skills to perform a superb job in analytics. Learn techniques to consider while working with others. Ensure that your requirements are met.

Server Monitoring: Self-Hosting Netdata with Docker

January 22, 2023 路 3 min 路 483 words 路  路  Dashboards 路  Docker 路  Self-Hosting
Installing Netdata with Docker, the free open-source monitoring tool that provides real-time insights into system activities with interactive web dashboards.

Exploring Grav CMS: A Powerful Static Site Generator

January 15, 2023 路 6 min 路 1257 words 路  路  Web 路  Docker 路  Self-Hosting
Installing Grav CMS with Docker is a user-friendly static site generator that offers speed, flexibility, and security advantages over other CMSs. Discover how to build websites that are easy to maintain.

Installing Matrix Server - Guide with Docker (and Cloudflare).

January 15, 2023 路 7 min 路 1449 words 路  路  Docker 路  Self-Hosting
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.

Timelite: Tracking Time Tool in Docker

January 7, 2023 路 4 min 路 688 words 路  路  Docker 路  Self-Hosting
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.

Your Alternative to Wordpress: Ghost CMS

January 6, 2023 路 5 min 路 895 words 路  路  Docker 路  Self-Hosting 路  Web
Building a website with Ghost CMS: Pros, Cons, Comparison to WordPress, and How to Install with Docker and Expose Safely to the Internet with Cloudflare Tunnel.

Exposing Services Safely: Cloudflare Zero-Trust Tunnel with Docker

January 6, 2023 路 5 min 路 1056 words 路  路  Docker 路  Self-Hosting 路  Trip-Planner
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.

2022  26

December  2

Summary 2022

December 25, 2022 路 1 min 路 120 words 路  路  Blog

Cycling through Europe - Poland to Hungary

December 11, 2022 路 4 min 路 746 words 路  路  Blog 路  CyclingThroughEurope 路  Python
A journey from Poland to Hungary by bicycle: three countries, across mountains, rivers, and ancient towns. The story, the route in the map and how to track your own routes with Python.

November  3

R Stocks: Interactive Stock Analysis with R Shiny

November 27, 2022 路 2 min 路 378 words 路  路  R 路  Dashboards 路  Shiny 路  My Projects 路  R-Stocks
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.

R Shiny Apps in a Docker Container

November 27, 2022 路 5 min 路 904 words 路  路  R 路  Dashboards 路  Shiny 路  Docker 路  R-Stocks
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.

Data Experiment - Finding a Car and a Bike Operating Costs

November 27, 2022 路 6 min 路 1120 words 路  路  Blog
If you are wondering how gas price increase is affecting your commuting costs and the comparison with a bycicle - This post is for you, let me explained you what I found out based on this data experiment.

October  3

Getting started with DataBricks

October 18, 2022 路 1 min 路 word 路  路  Career 路  Python
If you have been using SQL and Pandas with Python for a while, you might want to leverage that knowledge by learning PySpark - You will enter to the Big Data domain after you read this post.

Getting started with PySpark

October 17, 2022 路 4 min 路 818 words 路  路  Career 路  Python
If you have been using SQL and Pandas with Python for a while, you might want to leverage that knowledge by learning PySpark - You will enter to the Big Data domain after you read this post.

What is Lean and why do I need it?

October 2, 2022 路 14 min 路 2924 words 路  路  Career
Talking about Lean and how we can apply this philosophy to all processes to improve efficiency, quality, response time as well as reducing costs and waste.

September  2

Financial data in R - Fundamentals - QuanDL

September 18, 2022 路 2 min 路 215 words 路  路  R-Stocks 路  R
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).

Financial data in R - Dividend and Splits - QuantMod

September 14, 2022 路 2 min 路 219 words 路  路  R-Stocks 路  R
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.

August  2

Financial data in R - FOREX and Inflation - PriceR

August 14, 2022 路 2 min 路 336 words 路  路  R-Stocks 路  R
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.

Financial data in R - Stocks Price - yfR

August 7, 2022 路 1 min 路 211 words 路  路  R-Stocks 路  R
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.

June  3

Web3 Simplified - Unestoppable Domains? ENS? IPFS?

June 19, 2022 路 3 min 路 462 words 路  路  Web
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 in 2 hours.

Monitor your sites Status - Uptime Kuma

June 12, 2022 路 3 min 路 466 words 路  路  Docker 路  Self-Hosting 路  Web
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.

Deploying a Hugo Website with GH Actions

June 5, 2022 路 2 min 路 318 words 路  路  Web
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.

May  3

Deploying your Web - Hugo with Google Firebase

May 30, 2022 路 4 min 路 680 words 路  路  Web
We already got our HUGO site ready locally. Sharing our great job with the world is possible by using Google Firebase. It has a free tier and you also get a free domain to start with.

Steering Success: Data Analytics Team Management

May 20, 2022 路 10 min 路 2069 words 路  路  Career
Enhance your leadership capabilities and drive team success in the complex field of data analytics. The essential management skills, fostering collaboration, strategic communication, continuous team development, and productive meeting facilitation. Unlock the full potential of your team, and set the stage for innovation and excellence in your data-driven career.

Embracing Product Vision: Delivering Data Products

May 7, 2022 路 4 min 路 833 words 路  路  Career
Discover how you can shape data products and address requirements. Learn the essential questions to collaborate with the product team for successful data-driven projects and maximizing impact.

April  2

How to improve a Hugo Website - Hugo Tips

April 17, 2022 路 7 min 路 1279 words 路  路  Web
After selecting a theme for HUGO and exploring its documentation, we might need some further customization to make it look even better. Read me to know the must know tips to enhance your HUGO site.

Creating your Blog - Hugo Static Website

April 3, 2022 路 4 min 路 785 words 路  路  Web
You might have been using Wordpress or heard about Wordpress. With this tutorial you will learn how to create your website with another open source alternative, HUGO. Which offer a much faster response.

March  1

Creating your Website: Wordpress with Docker

March 5, 2022 路 3 min 路 581 words 路  路  Docker 路  Self-Hosting 路  Web
Deploying WordPress with Docker is a simple and efficient way to get your website up and running. With Docker, you can easily install and manage WordPress. An user-friendly platform for creating your website.

February  3

How to check devices connected at Home Internet- WatchYourLAN

February 25, 2022 路 2 min 路 322 words 路  路  Docker 路  Self-Hosting
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.

Chevereto: The Image Hosting Platform You Need to Know About

February 20, 2022 路 3 min 路 556 words 路  路  Docker 路  Self-Hosting
What Chevereto is, how it works, and why you might want to consider using it for your own image hosting needs.

Business Skills for DA’s

February 7, 2022 路 3 min 路 595 words 路  路  Career
A Quick guide for Data Analytics who want to get better on Business Analysis Skills.

January  2

Data Experiment - The Effects of Inflation

January 25, 2022 路 3 min 路 537 words 路  路  R 路  Shiny 路  Dashboards
In this post I show you how to build a simple interactive shiny dashboard and how to deploy it to shinyapps using its free tier. The topic I chose to visualize is inflation and how affects a person wealth.

Self-Awareness for Data Analytics

January 8, 2022 路 5 min 路 888 words 路  路  Career
For a successful career in data analytics, you will need to gain self-awareness and learn about decision making process, habits building and biases. This is a guide will help you understand and apply it to work.

2021  30

December  2

Summary 2021

December 26, 2021 路 1 min 路 139 words 路  路  Blog

Effective Meetings in Analytics

December 10, 2021 路 3 min 路 449 words 路  路  Career
During your career in data anlytics you will be working with different teams and you will be in need of meetings to sync up ideas. Here are some techniques to run and be part of effective meetings.

November  1

How to deploy your Shiny app publically to ShinyApps

November 6, 2021 路 2 min 路 263 words 路  路  Shiny 路  R 路  Dashboards
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.

October  8

MUST HAVE BA Skills to work in Analytics

October 31, 2021 路 13 min 路 2565 words 路  路  Career
In this post I am summarizing the must know points to level up your career in analytics. Excel at this Business Analytics skills and you will improve your workflow.

Concepts to get started in Business Analytics

October 23, 2021 路 13 min 路 2767 words 路  路  Career
In this post I am summarizing the must know points to level up your career in analytics. Excel at this Business Analytics skills and you will improve your workflow.

Getting Proper Requirements in a Project

October 17, 2021 路 12 min 路 2455 words 路  路  Career
During your career, you will be having many situations when you will need to understand your client to deliver the best value. This phase is one of the most important to understand.

Elicitation and Proper Collaboration in a Project

October 10, 2021 路 6 min 路 1084 words 路  路  Career
Techniques to better cooperate with stakeholders to understand what they want to achieve through a project.

Strategy Setting in a Project

October 10, 2021 路 4 min 路 643 words 路  路  Career
The best way to use resources to accomplish a particular set of goals and objectives is defined by strategy. We will gather the points that we must consider for better strategy setting.

Proposing Solution in Business Analytics

October 9, 2021 路 5 min 路 926 words 路  路  Career
What you need to know about Solutions evaluations and recommenadtions from the BA view.

How to create and deploy Flexdashboard with R

October 6, 2021 路 3 min 路 548 words 路  路  R 路  Dashboards
Integrating R Flexdashboards with GitHub Pages. Learn how to create interactive data visualizations, host them on GitHub, and share your insights effectively for free.

How to Plan and Monitor the Status of your Project

October 3, 2021 路 6 min 路 1219 words 路  路  Career
Techniques to better cooperate plan and monitor the status of a project.

September  2

Time Management in Data Analytics

September 25, 2021 路 2 min 路 272 words 路  路  Career
Been commited to dive into Data Analytics will require that you excel at Time Management techniques. In this post I cover some of the techniques to help you stay on top of your projects.

Google Photos Alternative - Photoview in Docker

September 17, 2021 路 2 min 路 323 words 路  路  Docker 路  Self-Hosting
Google Photos is no longer free. Fortunately there are some open source alternatives to have a self-hosted alternative to Google Photos. Lets deploy with Docker Photoview.

August  6

Raspberry Pi First Steps on Github Pages

August 25, 2021 路 1 min 路 56 words 路  路  Self-Hosting 路  Web 路  My Projects
I have just deployed on Github Pages content regarding Raspberry Pi

Docker Alternatives: Exploring Podman, LXD for Data Analytics

August 22, 2021 路 3 min 路 441 words 路  路  Docker
Docker is not the only one. Streamline your workflows, improve security, and enable better resource management in your data-driven applications to enhance your data analytics projects.

The Container Registry Landscape: A Comprehensive Guide

August 21, 2021 路 4 min 路 782 words 路  路  Docker
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.

Docker Demystified: A Guide to Mastering Containerization

August 20, 2021 路 5 min 路 880 words 路  路  Docker
Enhancing portability across various environments with Docker. Deploy applications efficiently: Learn to create Dockerfiles, build images, run containers, and push images to registries.

Business Intelligence in Data Analytics

August 15, 2021 路 6 min 路 1100 words 路  路  Career
Consolidating the MUST know for your career as a Business Intelligence Analyst.

Business Intelligence and Visuals in Data Analytics

August 14, 2021 路 5 min 路 1047 words 路  路  Career
Enhancing your data analytics skills with visualization tips.

July  2

Data Analytics Branding: The Ultimate Guide to Stand Out in a Data-Driven World

July 24, 2021 路 8 min 路 1653 words 路  路  Career
Learn to build a powerful data analytics brand by defining your niche, understanding your audience, crafting a unique value proposition, creating valuable content, and forming strategic partnerships. Establish your expertise and stand out in the competitive world of data-driven decision-making.

Data Narratives: the Art of Storytelling in Data Analytics

July 17, 2021 路 6 min 路 1265 words 路  路  Career
The art of storytelling in data analytics: transform complex data into engaging narratives. Explore techniques like data visualization, context, and emotion to captivate your audience and drive decision-making. Learn how to create impactful data-driven stories that resonate with your audience.

June  2

Self-Hosting your GIT - Gitea

June 12, 2021 路 2 min 路 350 words 路  路  Docker 路  Self-Hosting
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.

How to setup your MS Project Alternative - Leantime

June 5, 2021 路 2 min 路 307 words 路  路  Docker 路  Self-Hosting
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.

May  1

Reasons to have your own notes app - Trilium

May 9, 2021 路 2 min 路 346 words 路  路  Docker 路  Self-Hosting
You might be looking for some alternative to Google search that is less privacy invasive, but at the same time provides with relevant search results. In this post we will selfhost whoogle with docker for that purpose.

April  1

How to Setup your Kanban Board - FocalBoard

April 15, 2021 路 3 min 路 476 words 路  路  Docker 路  Self-Hosting
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.

March  1

How to Setup your Local SMB Server - Samba

March 15, 2021 路 2 min 路 230 words 路  路  Docker 路  Self-Hosting
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.

February  2

How to Avoid Google Search Trackers - Whoogle

February 17, 2021 路 2 min 路 299 words 路  路  Docker 路  Self-Hosting
You might be looking for some alternative to Google search that is less privacy invasive, but at the same time provides with relevant search results. In this post we will selfhost whoogle with docker for that purpose.

Exposing multiple Docker Services with NGINX

February 2, 2021 路 4 min 路 656 words 路  路  Docker 路  Self-Hosting
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.

January  2

Software Development Methodologies for DA’s

January 23, 2021 路 8 min 路 1568 words 路  路  Career
Reviewing software development methodologies - Understanding them and choosing the right one will provide a systematic, efficient, and quality-oriented way of working on a software project.

Deploying Containers without the Terminal - Portainer

January 15, 2021 路 1 min 路 118 words 路  路  Docker 路  Self-Hosting
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.

2020  9

December  1

Summary 2020

December 28, 2020 路 1 min 路 68 words 路  路  Blog

November  4

A/B Testing Meets Data Analytics: Revolutionize Your Optimization Strategy

November 27, 2020 路 5 min 路 855 words 路  路  Career
Explore the intersection of A/B testing and data analytics to elevate your optimization efforts. Learn how to integrate advanced data analysis techniques, uncover valuable insights, and make informed decisions that drive conversions, enhance user experience, and boost your online success.

Demystifying ROC Curves: Mastering Classifier Performance in ML

November 26, 2020 路 3 min 路 550 words 路  路  Career
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.

First Steps in ML for Data Analytics

November 25, 2020 路 8 min 路 1549 words 路  路  Python 路  Career
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.

101 Concepts for a Data Analytics Journey

November 5, 2020 路 36 min 路 7457 words 路  路  Career
The essential concepts of data modeling and key terms in this introductory course for effective data analytics and informed decision-making. Learn how to structure and represent data efficiently to unlock valuable insights and optimize your analytical capabilities.

October  1

How to Block adds in all home devices - PiHole

October 25, 2020 路 3 min 路 503 words 路  路  Docker 路  Self-Hosting
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.

September  1

Generating Static Webs with R - Knit Package

September 25, 2020 路 1 min 路 98 words 路  路  R
In this post I show you how to use the Knit package in R to build a simple website.

August  1

Getting Started with Python

August 30, 2020 路 4 min 路 691 words 路  路  Career 路  Python
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.

July  1

How to get Started with SQL

July 17, 2020 路 11 min 路 2190 words 路  路  Career
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.