AI 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

Fairness? Ethics? Why is Diverse Data Important for Your A.I. Models?

We are all well aware that to effectively use an ML or AI model to solve a specific problem, it is crucial to have high-quality training data for the model itself. No matter how efficient or accurate the model is,...

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? You MUST...

June 22, 2022

Tech

Creating the Best Quality Image Dataset

Apart from building a model for solving a specific problem, it is of equal importance to have a good quality dataset for the problem at hand, because no matter how efficient or accurate your model is, if provided with the...

June 21, 2022

Tech

Role of Image Labeling in your Deep/Machine Learning Model

Furthermore, since we are talking about image labeling, it is implicit that we are going to talk strictly about the Computer Vision domain of Machine Learning and ignore textual data completely. Now, before we can get on to that, it is important...

May 31, 2022

Tech

Understanding GANs and their Capabilities to Generate Realistic Images

Generative Adversarial Networks commonly known as GANs are computational architectures that set two neural networks against each other (thus the name “adversarial”), to create new examples of data that fulfill the characteristics of real data. While GANs have a lot...

May 31, 2022

Tech

Handling Missing Data in Pandas Dataframes in Python

Missing data, as the name suggests, are data observations that do not contain any value. Missing values can have a huge impact on the performance of data science models. Therefore, it is important to understand the reasons behind missing data,...

May 30, 2022

Tech

AI Poetry

The role and purpose of poems is to convey intricate emotion, so it’s unsurprising that many consider poetry a field untouched by artificial intelligence. Can you tell which of these was AI generated? I had a vision Of an old...

May 30, 2022

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Tag: AI