Tanishka Garg, Author at Knoldus Blogs

Fundamentals of Tensorflow – Part I

October 6, 2021October 6, 2021AI, Artificial intelligence, ML, AI and Data Engineering

Reading Time: 4 minutes What is TensorFlow? TensorFlow is an open-source end-to-end machine learning library. It is for preprocessing data, modeling data, and serving models (getting them into the hands of others). It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML. And developers easily build and deploy ML-powered applications. Installing TensorFlow TensorFlow is tested and supported on the following Continue Reading

Do you know Ethereum, Smart contracts with Solidity?

August 21, 2021August 21, 2021Blockchain, Tech BlogsBlockchain, ethereum, Ethereum Virtual Machine, Smart Contracts, Solidity

Reading Time: 2 minutes Solidity is an object-oriented programming language for writing smart contracts on various blockchain platforms, most notably Ethereum. Ethereum Ethereum is an open-source, blockchain-based software platform. It has its own cryptocurrency called Ether. It enables the creation of smart contracts and decentralized applications, known as dapps. In addition, Ethereum is also a programming language that is executed on EVM. In simple words, Ethereum is “codify, decentralize, secure, and trade Continue Reading

Is SpaCy Python NLP Any Good? Seven Ways You Can Be Certain

August 7, 2021August 7, 2021AI, Artificial intelligence, ML, AI and Data Engineering, pythonlemmatization, linguistic features, NLP, python, spacy, tokenization

Reading Time: 4 minutes SpaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. If you’re operating with plenty of text, you’ll eventually want to know more about it. For example, what’s it about? What do the phrases suggest in context? Who is doing what to whom? Which texts are just like every other? Certainly, spaCy can resolve all the problems stated above. Linguistic Features in SpaCy SpaCy goes Continue Reading

Pandas for Data Analysis

July 23, 2021July 23, 2021ML, AI and Data Engineering, pythondata science, Machine Learning, pandas, python

Reading Time: 4 minutes Why Pandas for data Analysis? Real ‘raw’ data needs a lot of ‘wrangling’ operations before it can be ready for dissection by a data scientist one of the popular tools for data wrangling in python is Pandas. Because of the availability of widespread packages of Pandas for almost every possible function. The library Pandas is one such package that makes life easier especially for data analysis. Through Continue Reading

Difference Between Abstract Class and Trait in Scala

April 7, 2021April 7, 2021Studio-Scalaabstract classes, difference between abstract class and Traits, similarity between abstract class and traits, Traits

Reading Time: 4 minutes In this blog we’ll go through the practical difference between the Abstract class and Trait in Scala. I. OVERVIEW Firstly, Let me give you a brief introduction on what Abstract class and Traits are in Scala. After that we’ll start with the differentiation. ABSTRACT CLASS Abstraction means hiding the internal details and showing only the functionality. And, In Scala abstraction is achieved by using abstract Continue Reading