Understanding and Developing Data Strategy and Monetization
A data strategy is a plan that outlines how an organization will collect, store, manage, and use its data. It is important because it can help organizations to improve decision-making,…
Combating AI Fear
Fear of AI is a type of technophobia, which is a fear of computers, AI, robots, and similar technologies. AI has been the subject of much discussion and debate in…
Transforming Real Estate Search with REGA
REGA is a purely conversational assistant for real estate search. Its a revolutionary new approach for helping users share their requirements and get the right answers to their queries.
Mastering Data Science and Machine Learning with Free Resources
Free Data Science, AI, and Machine Learning Courses
Tracking Advancements in Large Language Models(LLMs)
An LLM is a type of neural network based on the Transformer architecture, which was first introduced in a 2017 paper by Google engineers titled “Attention is All You Need.”…
Consumer GPUs for Deep Learning and LLM Projects: A Comprehensive Review
The article discusses the concepts of designing and building a custom GPU workstation for basic deep learning tasks such as training/fine-tuning LLMs. It highlights the importance of having CUDA and…
ChatGPT is a Turning Point
Chatgpt is a turning point that impacts everyone many of us won't even understand why and how at the moment.
Building Conversational Chatbot with GPT3
Introduction Recently, we started using GPT-3 for building a conversational chatbot for real estate domain. We expected that GPT-3 was a great solution for building a conversational chatbot. However, early…
Learning from Use of Chatbots in Banking Sector – Everything You Need to Know
Chatbots are increasingly being developed and are highly successful in the financial domain, especially banking, insurance, and e-commerce sector.
Key Concepts for Designing and Developing Chatbots
Chatbot are growing importance since they enable an easy interactive interface between humans and computers leading to countless business and social use cases. It is an active research area and…
Learning Python Anaconda | World’s Most Popular Data Science Platform
Anaconda distribution of Python is the best option for problem solvers who want to use Python. Anaconda is free (although the download is large which can take time) and can…
Getting Started with GPT-3 Python Application Development with Visual Studio Code and Anaconda
This tutorial shares basic steps for setting up a python application from scratch using Anaconda and Visual Studio Code.
Exploratory Data Analysis and Visualization Using Python
This article focuses on developing understanding and hands-on skills for carrying out exploratory data analysis over any given dataset.
Learning Essential Skills for being Successful on a Data Analysis Career Roadmap
Introduction To be successful as data analysts you need to learn fundamental data analysis techniques, and data-oriented programming languages, and have a strong background in math. Here are the most…
Business Use Cases for AI and Data Science
Industry Business Use Case Marketing and Sales 1). Increasing Sales Using Market Basket Analysis 2). Understanding Customer Sentiments 3). Personalized Content Recommendation 4). Customer Segmentation 5). Fraud Analysis and Prediction…
Understanding Natural Language Processing Pipeline
NLP Analysis Pipeline in Opener Library NLP pipeline implemented in Opener library has the following steps: Language Identifier Tokenizer Stemming Part of Speech(POS) Tagger Named Entity Recognition(NER) Named Entity Linking…
What are Feature Engineering Techniques for Machine Learning Projects?
What is Feature Engineering ? Feature engineering is an important step in the data science pipeline. One of the most important questions facing data scientists is how to choose which…
Artificial Neural Networks
Business Intelligence
Data Science
Deep Neural Networks
Sentiment Analysis
Sentiment Analysis with Convolutional Neural Networks(CNN) Using Python Keras framework
In this code example, we will apply a convolutional neural networks(CNN) to textual data. More specifically, we will use the structure of CNNs to classify text. Unlike images, which are…
Ace the Data Science Interview by Refreshing Top Hadoop Questions and Answers
In this article, we discuss key concepts of hadoop and answer various common questions related to hadoop.
Getting Started with MADlib for Greenplum Data Warehouse
Not many data scientists realize that it is possible and much more beneficial to build data science models directly on top of a data warehouse. Apache MADlib is an open-source…