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In-depth understanding of Neural Networks and its working

Neural networks can achieve arguably every task that the human brain can perform. This post is focused on understanding what are neural networks and how they work. Post also explains the neural network training process as well. ... Read More

Demystifying NLP: Exploring Lexical, Syntactic, and Semantic Processing for Powerful Natural Language Understanding

Explore the end-to-end aspects of language understanding and understand the Lexical, Syntactic, and Semantic processing involved in understanding the unstructured data. Learn different techniques involved in different processing steps. ... Read More

How optimization in deep learning work?

Mathematical optimization is an extremely powerful field of mathematics that underpins much of what data scientists, implicitly, or explicitly, utilize regularly. Nearly all machine learning algorithms make use of optimization theory to obtain model convergence. ... Read More

PMF, PDF and CDF and its implementation in Python

Probability Mass function is one of the important concepts to understand when talking about probability distribution. The post covers PMF, PDF, and CDF and their implementation in python. ... Read More

Building Block of Semantic Processing: Interpret the meaning of the text

Explore techniques to help machines understand the meaning of the words in a given sentence based on the context. The post also covers the two most popular databases WordNet and ConceptNet in handling the complexities of words and their meanings in different contexts. ... Read More

Mastering Named Entity Recognition: Unveiling Techniques for Accurate Entity Extraction in NLP

Learn how to build an Information Extraction application using NLP techniques. Understand different algorithms such as Chunking, Conditional Random Fields for entity detection tasks. ... Read More

Decoding Language Structure: Exploring Constituency Parsing and Dependency Parsing in NLP

Parsing means breaking down sentences into grammatical constituents. Understand constituency parsing such as CFG, PCFGs and dependency parsing such as Shift-Reduce Parser techniques and their implementation in this post. ... Read More

Demystifying Part-of-Speech (POS) Tagging Techniques for Accurate Language Analysis

Understand how to perform a POS tagging task for a given sentence. Understand techniques focusing on rule-based, probabilistic such as Hidden Markov Models (HMM) and the Viterbi algorithm, and deep learning methods such as Recurrent Neural Networks (RNN) for POS tagging tasks. ... Read More

Unleashing the Power of Advanced Lexical Processing: Exploring Phonetic Hashing, Minimum Edit Distance, and PMI Score

A detailed explanation of advanced lexical processing techniques such as Phonetic Hashing, Soundex Algorithm, Edit Distance algorithm, and Pointwise Mutual Information. Also, understand how to build a Spell Corrector Algorithm. ... Read More

Diving Deep into Topic Modeling: Understanding and Applying NLP's Powerful Tool

In the vast sea of digital information, making sense of unstructured text data has become a paramount challenge. In this blog post, we will embark on a journey to unravel the mysteries of Topic Modeling, delving deep into its applications, inner workings, and the transformative impact it can have on understanding, organizing, and extracting meaning from large volumes of text. ... Read More

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Short Content

How China is standing in between for India to become the leader in producing electricity using solar energy?

In India, it is expected that the population of the country will grow by 20% in the next 3-5 years. With such growth in population, there is definitely going to be a burden on the resources such as electricity, water, etc.

Perception why private schools are better than government schools

Perception and why private schools are better than government schools. But IIMs, NITs, and IITs which are government entities are considered superior to any private college. How this perspective has been developed in Indian society?

Why India is facing power crisis despite being one of the major coal producers?

Before we go into detail about the power crisis that India is facing, let's briefly understand how the power system works in India. The diagram below mentions the process of electricity transmission in India.

Why Indian Market are dependent too heavily on the USA stock market?

We have generally seen that the Indian stock market reflects the trends in the US stock market.

Are we at the peak of smartphone?

The era of touch smartphone devices started with Steve Jobs jumping into the market with the first iPhone in 2007. Prior to that Nokia dominated the market with Nokia 9000 Communicator.