datumo Archives

Easiest Way to Create a Simple Recommendation Service

We will talk about how to create a recommendation system with very little difficulty, but before that, we will talk about the different Machine Learning-based techniques used in implementing these systems. There are two most common algorithms used for the...

June 23, 2022

Tech

Different Types of Neural Networks — CNN & RNN

Although there are different categories of neural networks, each having different topology and architecture, the underlying concept of every type is the same — i.e. being similar in action and structure to the human brain. We will be focusing on two...

June 23, 2022

Tech

Is My Dataset Good? Checking the Quality of your Collected Data

We are all well aware of the fact that in order to effectively use a Machine Learning (ML) or AI model, it is imperative to have high-quality training data for the model itself. No matter how efficient or accurate the...

June 23, 2022

Insight

What is Captcha, and how does it collect data?

Many of you may or may not be familiar with the term ‘CAPTCHA’ itself, but would have definitely come across it at some point while surfing the internet. Let me remind you. Now, it looks familiar, isn’t it? ...

June 22, 2022

Tech

Try Out Simple Image Classification(at home!!)

Image classification, in general, is the process of finding patterns in images based on contextual information contained within the images. Based on that information or features, the model learns to recognize what an image represents in general. One such example...

June 22, 2022

Tech

Problems of Online Image Crawling

Online image crawling is basically a way of gathering large amounts of images through different websites. In short, we scrape images from different web pages, store them in a folder, drive or any desired location, and can use those images...

June 22, 2022

Tech

Diversity? Accuracy? Important Properties of your Dataset

We know that a dataset is basically a collection of data. It can consist of tables where each column in a table represents a particular variable in question and each row represents a value of that variable. A dataset can...

June 22, 2022

Tech

Data Crawling Everything: Case of Social Media

Data scraping is the process of importing information or data from a website and displaying it in a spreadsheet or a local file on your computer. We will be exploring how one can scrape data from social media sites, particularly...

June 22, 2022

Tech

The Easiest Way to Create Your Chatbot Buddy!

A Chatbot is basically a computer program that conducts a conversation between the user and the computer through auditory or conversational methods. In short, it acts as a real-world conversational partner. So, in this tutorial, we will be creating a...

June 22, 2022

Tech

What is Crowdsourcing? Where do we need it?

Crowdsourcing in general is the collective gathering of various types of information from the public which can be used to complete a task. So, in this tutorial, we will look at the ways in which crowdsourcing benefits can be utilized...

June 22, 2022

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