Transforming Careers Archive

How to use ELMo Embedding in Bidirectional LSTM model architecture?

Embeddings from Language Models (ELMo) ELMo embedding was developed by Allen Institute for AI, The paper “Deep contextualized word representations” was released in 2018. It is a state-of-the-art technique in the field of Text (NLP). It is

AI-Driven Chatbots and Conversational Agents

To have a personal assistant in our day-to-day life is a great way to free ourselves from our hectic business schedules and plans. A Personal Assistant to keep us Up-to-date on the current affairs Give us the

BeAware of AI

All they that take the sword shall perish by the sword (Mathew 26 – 26:52). In the medieval days, the sword was a more powerful weapon and therefore a parallel comparison of power was given to the

Handling Class Imbalance – An Ensemble – Majority Voting on Minority Samples

Class Imbalance is a major problem in machine learning models where the total number of one class data is far less than the total number of another class. This problem is extremely common in practice and can

Introduction to All-Inclusive Architecture

If we have a huge amount of structured data, numerical or categorical, a simple neural network architecture can give amazing results. A CNN architecture can take care of Image data and a simple RNN or LSTM architecture

Linear Regression using Gradient Descent

Regression Analysis is a statistical process that involves identifying the relationship between independent and dependent attributes. The first studies of it date to the early 19th Century by Legendre using Least Square Methods. Since then, various methods

AI in Spam Checkers to BOT Detections

Global Spam has become a major problem for most of the companies which generate an immense amount of data every day. Social media platforms are facing issues due to spam or fake users. The data which we

From AI-enabled Recommendation Engines to Responsive Websites

Customer satisfaction is deemed important for any company. As long as your customers are happy and satisfied, you are still on the go for a brighter future, in terms of business expansion and development! The AI-enabled recommendation

AI in Engaging Ad Designs to Analysing Ad Spend

Artificial Intelligence has already taken over the world! It has made everything simpler and easier. AI and ML are playing a vital role in almost all of the domains, including Marketing and Advertising. Today, advertisements have become

AI for All: The Modern Prometheus

The Man a French Newspaper termed as “Merchant of Death” on Wikipedia is introduced to us as Businessman, Scientist & Philanthropist. Was Alfred Nobel a Sociopath that most of his inventions and the companies he has established