Attack on Titan is one of the most popular anime series, with millions of fans all around the world. The final season of Attack on Titan is currently airing, and the hype of this anime is absolutely insane! I believe that every fan of the seinen, shounen and psychological genres should give it a shot. Below, I have compiled a list of the 5 best places where you can watch Attack on Titan. I will also tell you guys where you can find and purchase the Blu-Ray sets of all the different seasons of this anime.

Please note: I am…

Do you happen to have a girlfriend or a close female friend or family member that seriously loves to watch anime? If that is true, then buying the perfect gift for that person must be quite hard because of her unique taste. Today, I’ve compiled together a list of the 9 best anime gift ideas for her. After reading this post, you’ll be able to find the perfect anime gift for your significant other.

1. Anime Cosplay for Her:

Turn Slack Conversations into Blog Posts

Your Slack? Insightful Words every day by your highly intelligent people.

Your Company’s Blog? Not so much.

​Every day, amazing tech companies have tons of high-quality conversations. Conversations that could shape the future of the Internet. Conversations that prove the intelligence of your people and the values of your company. And yet, most tech companies are only publishing a blog post a week or less. Lots of remarkable content is lost to the ether forever, never marketing what you’re about. Slogging is about elevating the best conversations you’re already having.

Previously, I’ve posted other social media data compilations. Today, we will focus on the world’s most popular forum site, Reddit.

This guide will introduce the top 10 Reddit datasets for machine learning.

Known as “the front page of the internet,” Reddit is a forum/social media site where users can post virtually anything and everything. Unlike Facebook, Twitter, or Instagram, the majority of Reddit users remain anonymous. Reddit moderators strictly censor and curate the subforums, known as subreddits. However, anonymity allows people to say what they want in whatever manner they wish. Therefore, Reddit comments and posts are perfect for testing and training numerous natural language processing (NLP) models. Some of these models include content moderation models and sentiment classifiers.

Best Reddit Datasets for Machine Learning


Lenovo, Asus, and Acer produce some of the best budget gaming laptops under 500 USD.

Extensive features and a multitude of uses has led to gaming laptops being preferred over consoles in today’s gaming world. But as the demand for gaming laptops rose, so did their prices.

To help solve this issue, we scoured the web for affordable laptops with decent specs and could run some of the best games on the market.

A List of the Best Gaming Laptops Under $500

Not all of us can justify or afford that extra price tag for enhanced gaming capabilities, but none of us want to compromise on the best gaming experience either. …

Many of these datasets have been made public to allow people to contribute and add valuable insight into the way the climate is changing and its causes.

Data is a central piece of the climate change debate. With the climate change datasets on this list, many data scientists have created visualizations and models to measure and track the change in surface temperatures, sea ice levels, and more.

We hope this collection provides you with a jumping off point to use your skills to contribute to one of the biggest and most important challenges of our time.

Global Climate Change Datasets

1. Berkeley Earth Surface Temperature Data — From the Berkeley Earth Data page, this dataset in made up or temperature recordings from the Earth’s surface.

The Promised Neverland is a must-watch anime that every anime fan needs to check out. Below, I have compiled a list of the 5 best places where you can watch The Promised Neverland online. I will also tell you guys where you can purchase a Blu-ray set to enjoy this anime in the best way possible.

About The Anime

The Promised Neverland is a shounen anime that gives us a beautiful blend of horror and mystery. With stunning animation and a well-built plot, The Promised Neverland has managed to win the hearts of many fans all over the world. This…

Studies have shown that self-agreement checks are as important or even more important than inter-annotator agreement when evaluating your annotation team for quality.

Finding, creating, and annotating training data is one of the most intricate and painstaking tasks in machine learning (ML) model development. Many crowdsourced data annotation solutions often employ inter-annotator agreement checks to make sure their labeling team understands the labeling tasks well and is performing up to the client’s standards. However, some studies have shown that self-agreement checks are as important or even more important than inter-annotator agreement when evaluating your annotation team for quality.

In this article, we will explain what self-agreement is and introduce an ML study where self-agreement checks were crucial to the quality of the team…

Data Science, Machine Learning

Looking for information on the different image annotation types? In the world of AI and machine learning, data is king. Without data, there can be no data science. For AI developers and researchers to achieve the ambitious goals of their projects, they need access to enormous amounts of high-quality data. In regards to image data, one major field of machine learning that requires large amounts of annotated images is computer vision.

Table of Contents

  1. What is Computer Vision?
  2. What is Image Annotation?
  3. Common Image Annotation Types
  4. 2D Bounding Boxes
  5. 3D Bounding Boxes / Cuboids
  6. Polygons
  7. Lines and Splines
  8. Semantic Segmentation

Product categorization/product classification is the organization of products into their respective departments or categories. As well, a large part of the process is the design of the product taxonomy as a whole.

Product categorization was initially a text classification task that analyzed the product’s title to choose the appropriate category. However, numerous methods have been developed which take into account the product title, description, images, and other available metadata. The following papers on product categorization represent essential reading in the field and offer novel approaches to product classification tasks.

1. Don’t Classify, Translate

In this paper, researchers from the National University of Singapore and…

Limarc Ambalina

Owner of, VP of Growth at | Specializing in AI, tech, VR, and pop culture.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store