Sep 20, 2021Word Embedding SystemIntroduction In natural language processing, word embedding is used for the representation of words for Text Analysis, in the form of a vector that performs the encoding of the meaning of the word such that the words which are closer in that vector space are expected to have similar in mean. …5 min read
Sep 13, 2021How to use Camelot in Python to Extract data from PDF documentsIntroduction PDF or Portable Document File format is one of the most common file formats in today’s time. It is widely used across every industry such as in government offices, healthcare, and even in personal work. …4 min read
Sep 8, 2021Must Know Analytical Concepts for Fresher in AnalyticsIntroduction The use of analytical methods have gained immediate importance in the last few years. The practice of gaining useful insights from data have helped several companies improve their business performance. Analytics allow companies to obtain a clear picture of events in the past and the future of their performance. …5 min read
Aug 31, 2021How to enhance the performance of a Text Classification ModelA few months back, I was working on creating a sentiment classifier for Twitter data. After trying the common approaches, I was still struggling to get good accuracy on the results. Text classification problems and algorithms have been around for a while now. They are widely used for Email Spam…6 min read
Aug 24, 2021Image Processing with PythonProblem Statement Guess what is this image? You are right, it’s a typical picture of an open sky. I took this picture last to last night in Bangalore from my terrace. At that point of time, I had no clue that this can be such an exciting and rewarding exercise. As a…3 min read
Aug 17, 2021NLP 101Introduction Natural Language Processing is a popular machine learning technique used to analyze text content. We see a lot of fancy reports around us and a lot of companies use business intelligence insights to drive their business. Most of these insights and reports are created using structured data. There are still…7 min read
Aug 10, 2021Why GPUs are more suited for Deep Learning?Since the past decade, we have seen GPU coming into the picture more frequently in fields like HPC(High-Performance Computing) and the most popular field i.e gaming. …8 min read
Aug 2, 2021How to use big data in stock market ?I have to admit I am avid believer that everyone should invest in the stock market. We are in the age of online discount brokerages and super fast connections for both wireless and wired. Combine that with companies taking away pension plans and allowing employees to manage 401K’s and more…5 min read
Jul 26, 2021Why Business Intelligence Should Be a Piece of the Security Puzzle?Introduction Whenever a business faces a security failure, they turn to their logs, security information and event management (SIEM) software, and security software to tell them what went wrong and when. …4 min read
Jul 19, 2021Marketing Analytics: Essentials of Cross-Selling and UpsellingIntroduction Cross selling and Upselling is one of the most widely discussed concept in marketing analytics. Every other day when you visit a supermarket, restaurant to purchase something, this concept comes into live action. …8 min read
