Pavan Vadapalli, Author at upGrad blog

Data Migration Tools: Types of Migration Tools, Popular Tools in 2021

As we all know, the most constant thing in this world is change. So, just…

by Pavan Vadapalli Jan 10, 2021

7 Exciting Mainframe Projects Ideas & Topics For Beginners [2021]

Do you want to advance your mainframe skills? Then you've come to the right place.…

by Pavan Vadapalli Jan 10, 2021

Natural Language Processing (NLP) Projects & Topics For Beginners [2021]

NLP Projects & Topics Natural Language Processing or NLP is an AI component concerned with…

by Pavan Vadapalli Jan 10, 2021

Cloud Architect Salary in India: For Freshers & Experienced [2021]

Let’s begin with a few incredible cloud adoption stats. The public cloud service market is…

by Pavan Vadapalli Jan 9, 2021

Top 6 Raspberry Pi IoT Projects You Should Try Today [2021]

Raspberry Pi is a small computer that you can use as anything, from a router…

by Pavan Vadapalli Jan 9, 2021

Linear Programming Projects Ideas & Topics For Beginners [2021]

Linear programming projects portray real-life challenges and problem-solving through mathematical techniques. Methods of linear programming…

by Pavan Vadapalli Jan 9, 2021

Machine Learning Salary in India in 2021 [For Freshers & Experienced]

Wondering what is the range of Machine Learning Salary in India? In a report titled…

by Pavan Vadapalli Jan 9, 2021

Sentiment Analysis Projects & Topics For Beginners [2021]

Are you studying sentiment analysis and want to test your knowledge? If you are, then…

by Pavan Vadapalli Jan 9, 2021

Cloud Support Engineer Salary in India: For Freshers & Experienced [2021]

The evolution of technology created new needs, and one of these was online storage. People…

by Pavan Vadapalli Jan 9, 2021

9 Interesting Linear Regression Project Ideas & Topics For Beginners [2021]

Linear regression is a popular topic in machine learning. It’s a supervised learning algorithm and…

by Pavan Vadapalli Jan 9, 2021

Top 6 Critical Challenges of Cloud Computing in 2021 [Everything You Need to Know]

As we enter a crucial phase of the industrial revolution, where remote-work, BYOD, and CYOD…

by Pavan Vadapalli Jan 8, 2021

Top 10 Established Datasets for Sentiment Analysis in 2021

Sentiment analysis is the technique used for understanding people’s emotions and feelings, with the help…

by Pavan Vadapalli Jan 8, 2021

Ultimate Guide to Object Detection Using Deep Learning [2021]

Introduction Object detection, in simple terms, is a method that is used to recognize and…

by Pavan Vadapalli Jan 8, 2021

Poisson Distribution & Poisson Process Explained [With Examples]

Poisson distribution is a topic under probability theory and statistics popularly used by businesses and…

by Pavan Vadapalli Jan 8, 2021

Bayesian Linear Regression: What is, Function & Real Life Applications in 2021

What Is A Linear Regression? Linear regression attempts to show the connection between two factors…

by Pavan Vadapalli Jan 8, 2021

19 Most Common UiPath Interview Questions And Answers [For Freshers & Experienced]

UiPath Studio is the most popular RPA tool in the industry. If you want to…

by Pavan Vadapalli Jan 8, 2021

What is Graph Neural Networks? Explanation & Applications [With Diagrams]

Introduction In recent times, Neural Networks has gained huge popularity due to its application and…

by Pavan Vadapalli Jan 8, 2021

Gradient Descent in Logistic Regression [Explained for Beginners]

In this article, we will be discussing the very popular Gradient Descent Algorithm in Logistic…

by Pavan Vadapalli Jan 8, 2021

Top 7 Challenges in Artificial Intelligence in 2021

Have you ever heard about Neuralink? It is a budding start-up company co-founded by Elon…

by Pavan Vadapalli Jan 8, 2021

Top 8 Exciting AWS Projects & Ideas For Beginners [2021]

AWS Projects & Topics Looking for AWS project ideas? Then you’ve come to the right…

by Pavan Vadapalli Jan 7, 2021

6 Interesting Cloud Computing Project Ideas & Topics For Beginners [2021]

The ever evolving milieu of technology makes it incumbent upon all of us to upgrade…

by Pavan Vadapalli Jan 6, 2021

8 Fun Computer Vision Project Ideas For Beginners [2021]

AI and machine learning have multiple branches, and computer vision is among the most prominent…

by Pavan Vadapalli Jan 6, 2021

Homoscedasticity In Machine Learning: Detection, Effects & How to Treat

By the end of this tutorial, you will have knowledge of the following: What is…

by Pavan Vadapalli Jan 6, 2021

Top 5 Online Machine Learning Courses to Improve your Career [2021]

Looking for online machine learning courses? Machine learning is one of the most intriguing fields…

by Pavan Vadapalli Jan 6, 2021

AWS Salary in India in 2021 [For Freshers & Experienced]

Wondering what is the range of AWS salary in India? Since Amazon Web Services (AWS)…

by Pavan Vadapalli Jan 5, 2021

Top 5 Types of Functions in MATLAB [2021]

Introduction MATLAB (MATrix LABoratory) is a programming language developed by MathWorks in 1984. The purpose…

by Pavan Vadapalli Jan 5, 2021

AWS vs Openstack: Difference Between AWS & Openstack [2021]

When discussing cloud technology, we must address the most pressing topic in this domain -…

by Pavan Vadapalli Jan 5, 2021

Deep Learning with TensorFlow 2.0: Everything You Need to Know

TensorFlow is the Machine Learning framework by Google. It is primarily used for Deep Learning…

by Pavan Vadapalli Jan 5, 2021

Evaluation Metrics in Machine Learning: Top 10 Metrics You Should Know

Deciding the right metric is a crucial step in any Machine Learning project. Every Machine…

by Pavan Vadapalli Jan 5, 2021

Deploying Machine Learning Models on Heroku

Machine learning is a continuous process that involves Data extraction, cleaning, picking important features, model…

by Pavan Vadapalli Jan 5, 2021

Naive Bayes Explained: Function, Advantages & Disadvantages, Applications in 2021

Naive Bayes is a machine learning algorithm we use to solve classification problems. It is…

by Pavan Vadapalli Jan 5, 2021

MATLAB Vs Python: Difference Between Matlab & Python [2021]

by Pavan Vadapalli Jan 5, 2021

Top 16 Artificial Intelligence Project Ideas & Topics for Beginners [2021]

Artificial Intelligence Project Ideas Only learning theory is not enough. That’s why everyone encourages students…

by Pavan Vadapalli Jan 5, 2021

How to Become an RPA Developer [Step-by-Step in 2021]

Robotic Process Automation or RPA technology has transformed the fields of data analytics, quality assurance,…

by Pavan Vadapalli Jan 4, 2021

Top 6 AI Projects in Github You Should Check Out Now [2021]

Github is one of the most popular platforms for developers. It hosts numerous projects, so…

by Pavan Vadapalli Jan 4, 2021

Top 7 Deep Learning Projects in Github You Should Try Today [2021]

As a deep learning student, one of the most vital things you can do is…

by Pavan Vadapalli Jan 4, 2021

Scope of Cloud Computing: Demand, Salary & Importance [2021]

In this article, we’ll discuss the scope of cloud computing in the tech sector and…

by Pavan Vadapalli Jan 4, 2021

Top 10 Machine Learning Datasets Project Ideas For Beginners [2021]

Finding machine learning datasets is tenacious indeed, but it doesn’t have to be! In this…

by Pavan Vadapalli Jan 4, 2021

Introducing Deep Learning with Python: Learn Deep Learning in Python [2021]

Over the past few years, technologies like artificial intelligence (AI) and machine learning (ML) have…

by Pavan Vadapalli Jan 4, 2021

Label Encoder vs One Hot Encoder in Machine Learning [2021]

The machine learning models deployed in numerous applications often require a series of conversions from…

by Pavan Vadapalli Jan 4, 2021

RPA Developer Salary in India: For Freshers & Experienced [2021]

Wondering what is the range of RPA developer salary in India? According to Forrester, if…

by Pavan Vadapalli Jan 3, 2021

Top 8 Most Popular Google AI Projects You Should Work On [2021]

Google AI Projects In this article, we’ll discuss some of the essential Google AI projects…

by Pavan Vadapalli Jan 3, 2021

What is Bayesian Statistics: Beginner’s Guide [2021]

Bayesian Statistics is a branch of Statistics that provides tools which help in understanding the…

by Pavan Vadapalli Jan 3, 2021

Machine Learning with R: Everything You Need to Know in 2021

R is a powerful programming language that has a unique software environment that is available…

by Pavan Vadapalli Jan 3, 2021

Decision Tree Regression: What You Need to Know in 2021

To begin with, a regression model is a model that gives as output a numeric…

by Pavan Vadapalli Jan 3, 2021

Top Machine Learning Projects in Python For Beginners [2021]

If you want to become a machine learning professional, you’d have to gain experience using…

by Pavan Vadapalli Jan 3, 2021

NLP Engineer Salary in India in 2021 [For Freshers & Experienced]

In today’s technology-oriented world of digital communications, social media, and the internet of things, we…

by Pavan Vadapalli Jan 3, 2021

13 Interesting Neural Network Project Ideas & Topics for Beginners [2021]

Neural networks aim to recognize underlying relationships in datasets through a process that mimics the…

by Pavan Vadapalli Jan 3, 2021

IoT Career Opportunities [Ultimate Guide 2021]

IoT or the Internet of Things is a new and fascinating take on the very…

by Pavan Vadapalli Jan 3, 2021

Cyber Security Salary in India: For Freshers & Experienced [2021]

With the increasing adoption of the Internet and online practices in every sphere, Cyber Security…

by Pavan Vadapalli Jan 3, 2021

Top 6 Speech Processing Projects & Topics For Beginners & Experienced [2021]

We've all heard of text classification, image classification, but have you tried audio classification? Leave…

by Pavan Vadapalli Jan 3, 2021

Ultimate Guide for Deep Learning with Neural Network in 2021

In deep learning with Keras, you don’t have to code a lot, but there are…

by Pavan Vadapalli Jan 3, 2021

Top 6 Highest Paying Cities for Machine Learning [2021]

Do you remember the last time you were hunting for a job? Did you visit…

by Pavan Vadapalli Jan 3, 2021

12 Interesting Computer Science Project Ideas & Topics For Beginners [2021]

Computer Science Project Ideas Computer Science skills are highly sought after skillset in IT/ITeS and…

by Pavan Vadapalli Jan 3, 2021

Applications of Artificial Intelligence in Healthcare System [2021]

Over the years, the landscape of the healthcare sector has witnessed a drastic transformation, thanks…

by Pavan Vadapalli Jan 2, 2021

Artificial Intelligence in Banking 2021: Examples & Challenges

Introduction Millennials and their changing preferences have led to a wide-scale disruption of daily processes…

by Pavan Vadapalli Jan 2, 2021

Top 3 Open Source Projects for C++ [For Beginners To Try in 2021]

Be it the tech giants like Google Chrome, Adobe Photoshop. YouTube or even games like…

by Pavan Vadapalli Jan 2, 2021

Top 8 Open Source Projects for Beginners To Try in 2021

Introduction Budding developers often rely on online tutorials and references to build their foundation of…

by Pavan Vadapalli Jan 2, 2021

Top 12 Most Popular Open Source Repositories on GitHub [2021]

Introduction Open Software has radically changed the digital ecosystem since its inception. The beginning of…

by Pavan Vadapalli Jan 2, 2021

Top 15 Exciting Cloud Computing Projects on GitHub For Beginners [2021]

Cloud computing allows you to store, manage, and process data using a network of remote…

by Pavan Vadapalli Jan 2, 2021

Sentiment Analysis: An Intuition Behind Sentiment Analysis in 2021

Introduction Text is the most important means of perceiving information for human beings. The majority…

by Pavan Vadapalli Jan 2, 2021

Fraud Detection in Machine Learning: What You Need To Know [2021]

Food, clothes, accessories, or furniture. Everything you used to buy from shops down the busy…

by Pavan Vadapalli Jan 2, 2021

Career in Cyber Security: Skills Required, Job Roles, How to Get a Job [2021]

Cybersecurity professionals are in great demand. As you can see, there is an increase in…

by Pavan Vadapalli Jan 2, 2021

How to Become a Successful Cybersecurity Engineer? [2021]

The cybersecurity profession is one of the most sought-after careers in the country. India is…

by Pavan Vadapalli Jan 2, 2021

10 Best NLP Online Courses & Certifications in 2021 [For Working Professionals]

Although Natural Language Processing (NLP) has been with us for quite some time, it has…

by Pavan Vadapalli Jan 2, 2021

Top 7 Powerful Cybersecurity Tools in 2021

Cybersecurity has become the fundamental component for every enterprise that is using technology for leveraging…

by Pavan Vadapalli Jan 2, 2021

5 Types of Classification Algorithms in Machine Learning [2021]

Introduction Machine learning is one of the most important topics in Artificial Intelligence. It is…

by Pavan Vadapalli Jan 2, 2021

Applied Machine Learning: Everything You Need to Know [2021]

Many industries are executing projects based on applied machine learning for various applications. Machine learning…

by Pavan Vadapalli Jan 2, 2021

Top 8 Raspberry Pi Alternatives Available in 2021

Raspberry Pi is a small development, low-cost board or computer that serves the purpose of…

by Pavan Vadapalli Jan 1, 2021

Top Deep Learning Model Types AI Engineers Should Learn in 2021

Introduction Deep Learning is a machine learning technique that capitalizes on different layers of non-linear…

by Pavan Vadapalli Jan 1, 2021

Top Exciting RPA Projects Ideas & Topics For Beginners [2021]

There are many ways to learn about technology or skill. However, the best one is…

by Pavan Vadapalli Jan 1, 2021

Best Approach for an End-to-End Machine Learning Project [2021]

Machine Learning is picking up the pace and has been a bone of contention for…

by Pavan Vadapalli Jan 1, 2021

Best Deep Learning Online Courses & Certifications in 2021 [For Students & Working Professionals]

Deep Learning technology has recently surfaced as a hot trending domain under Machine Learning. Its…

by Pavan Vadapalli Jan 1, 2021

15 Exciting Machine Learning Projects in R For Beginners [2021]

“Machine Learning and Artificial Intelligence have reached a critical tipping point & will increasingly augment…

by Pavan Vadapalli Jan 1, 2021

Computer Vision Algorithms: Everything You Wanted To Know [2021]

Get to know the algorithms that that enables computers to perceive Introduction The word computer…

by Pavan Vadapalli Jan 1, 2021

Top 15 NLP tools in 2021 Every Machine Learning Engineer Should Have Hands-on

NLP is one of the most sought-after domain in the field of AI/Data Science in…

by Pavan Vadapalli Jan 1, 2021

Reinforcement Learning With Tensorflow Agents | Tensorflow Reinforcement Learning [2021]

Reinforcement learning has gained valuable popularity with the relatively recent success of DeepMind's AlphaGo method…

by Pavan Vadapalli Jan 1, 2021

Deep Learning Free Online Course with Certification [2021]

Advances in Data Science are transforming the industry by leaps and bounds, even as we…

by Pavan Vadapalli Jan 1, 2021

15 Interesting MATLAB Project Ideas & Topics For Beginners [2021]

Learning about MATLAB can be tedious. It's capable of performing many tasks and solving highly…

by Pavan Vadapalli Jan 1, 2021

Machine Learning Free Online Course with Certification [2021]

Want to learn machine learning but don't know where to start? Don't worry, and we've…

by Pavan Vadapalli Jan 1, 2021

Random Forest Vs Decision Tree: Difference Between Random Forest and Decision Tree

Recent advancements have paved the growth of multiple algorithms. These new and blazing algorithms have…

by Pavan Vadapalli Dec 30, 2020

3 Best Raspberry Pi Python Projects [For Freshers & Experienced]

Introduction Over the course of the last decade, Raspberry pi has become synonymous with the…

by Pavan Vadapalli Dec 30, 2020

Understanding the Decision Tree Entropy in Machine Learning

Decision Tree is a part of Supervised Machine Learning in which you explain the input…

by Pavan Vadapalli Dec 29, 2020

7 Types of Neural Networks in Artificial Intelligence Explained

Neural Networks are a subset of Machine Learning techniques which learn the data and patterns…

by Pavan Vadapalli Dec 29, 2020

What is Naive Bayes Classifier? [Explained With Example]

There are so many instances when you are working on machine learning (ML), deep learning…

by Pavan Vadapalli Dec 28, 2020

Decision Tree Example: Function & Implementation [Step-by-step]

Introduction Decision Trees are one of the most powerful and popular algorithms for both regression…

by Pavan Vadapalli Dec 28, 2020

Keras vs. PyTorch: Difference Between Keras & PyTorch

If you are reading this article, chances are you have stepped into the field of…

by Pavan Vadapalli Dec 28, 2020

Introduction to Cloud Computing: Concepts, Models, Characteristics & Benefits

Cloud Services are the services and solutions that are consumed and delivered in real-time over…

by Pavan Vadapalli Dec 24, 2020

Why AI Is The Future & How It Will Change The Future?

The advent and advancements in Artificial Intelligence (AI) has indeed changed our lives for the…

by Pavan Vadapalli Dec 24, 2020

Understanding Bayesian Decision Theory With Simple Example

Introduction We encounter lots of classification problems in real life. For example, an electronic store…

by Pavan Vadapalli Dec 24, 2020

Pros and Cons of Decision Tree Regression in Machine Learning

One of the most popular machine learning algorithms, the decision tree regression, is used by…

by Pavan Vadapalli Dec 24, 2020

IoT Essential Components & Layers Explained: How They Improve Our Life?

Internet of Things (IoT) is the new buzz word that is widely used in all…

by Pavan Vadapalli Dec 24, 2020

Decision Tree Regression Functionality, Terms, Implementation [With Example]

To begin with, a regression model is a model that gives as output a numeric…

by Pavan Vadapalli Dec 24, 2020

Random Forest Algorithm: When to Use & How to Use? [With Pros & Cons]

Data Science encompasses a wide range of algorithms capable of solving problems related to classification.…

by Pavan Vadapalli Dec 24, 2020

Types of Probability Distribution [Explained with Examples]

Anyone interested in data science must know about Probability Distribution. Data Science concepts such as…

by Pavan Vadapalli Dec 24, 2020

Deep Learning with Keras: Training Neural Network With Keras [With Code]

Keras is a Python library which provides an API to work with Neural Networks and…

by Pavan Vadapalli Dec 24, 2020

Types of Cloud Service Models & Which One Should You Choose?

Cloud Computing is offered in three diverse help models which each fulfil an extraordinary arrangement…

by Pavan Vadapalli Dec 23, 2020

5 Important Characteristics of Cloud Computing Every Cloud Engineer Should Know

Cloud Computing is a technology that uses computing resources, including hardware and software, offering services…

by Pavan Vadapalli Dec 23, 2020

Bayesian vs. Frequentists: Which One To Choose For Your Next Problem?

If you have ever been into statistics, chances are you have read about the great…

by Pavan Vadapalli Dec 23, 2020

What is a Bayesian Neural Networks? Background, Basic Idea & Function

Introduction This article deals with the fundamental concept of Bayesian Neural Networks. This particular concept…

by Pavan Vadapalli Dec 23, 2020

IoT Architecture: 4 Layers of IoT Explained in Detail

A lot has been said about how we are progressing towards a smarter tomorrow. And…

by Pavan Vadapalli Dec 23, 2020

Random Forest Hyperparameter Tuning: Processes Explained with Coding

Random Forest is a Machine Learning algorithm which uses decision trees as its base. Random…

by Pavan Vadapalli Dec 23, 2020

Multicollinearity in Regression Analysis: Everything You Need to Know

Introduction Regression attempts to determine the character and strength of the relationship between one dependent…

by Pavan Vadapalli Dec 23, 2020

Breadth First Search Algorithm: Overview, Importance & Applications

Graphs are all around us. A graph can be thought of as an interconnected network…

by Pavan Vadapalli Dec 22, 2020

How Random Forest Algorithm Works in Machine Learning?

Random forest is a supervised machine learning algorithm which can be used in both Classification…

by Pavan Vadapalli Dec 22, 2020

Min Max Algorithm in AI: Components, Properties, Advantages & Limitations

The min max algorithm in AI, popularly known as the minimax, is a backtracking algorithm…

by Pavan Vadapalli Dec 22, 2020

Everything You Need to Know About Random Forest Algorithm Optimization

Suppose you’ve built a machine learning program and used the random forest model for training…

by Pavan Vadapalli Dec 22, 2020

Top 17 Open Source Machine Learning Projects [For Freshers & Experienced]

Artificial Intelligence and Machine Learning are bringing forth the Fourth Industrial Revolution. Businesses of all…

by Pavan Vadapalli Dec 22, 2020

Assumptions of Linear Regression: 5 Assumptions With Examples

Regression is used to gauge and quantify cause-and-effect relationships. Regression analysis is a statistical technique…

by Pavan Vadapalli Dec 22, 2020

What is Conversational AI and How Does it Work?

Introduction The world, as we know today, is evolving at such a rapid pace that…

by Pavan Vadapalli Dec 21, 2020

Genetic Algorithm in Artificial Intelligence: Overview, Benefits & Key Terminologies

Introduction A genetic algorithm is used to solve complicated problems with a greater number of…

by Pavan Vadapalli Dec 21, 2020

What is Geometric Deep Learning All About?

The deep learning algorithms like Recurrent Neural Networks (RNN) and Convolutional Neural Networks (CNN) have…

by Pavan Vadapalli Dec 21, 2020

Linear Regression Using Gradient Descent Method [Explained With Coding Example]

Machine learning is still making rounds no matter whether you are aspiring to be a…

by Pavan Vadapalli Dec 21, 2020

Isotonic Regression in Machine Learning: Understanding Regressions in Machine Learning

There are various types of regression models (algorithms) that are used to train machine learning…

by Pavan Vadapalli Dec 21, 2020

Raspberry Pi Commands: General, Networking, Internet, File & System Information

The Raspberry Pi is an easy, charge card measured PC that connects to a PC…

by Pavan Vadapalli Dec 18, 2020

Introduction to Random Forest Algorithm: Functions, Applications & Benefits

Random Forest is a mainstream AI algorithm that has a place with the regulated learning…

by Pavan Vadapalli Dec 17, 2020

Correlation vs Regression: Difference Between Correlation and Regression

The basic need for the difference between both terms is connected to the statistical analytical…

by Pavan Vadapalli Dec 17, 2020

Probability Distribution: Types of Distributions Explained

Introduction to Probability and Probability Distribution In order to understand probability distribution, let us first…

by Pavan Vadapalli Dec 16, 2020

Building Blocks of Neural Networks: Components of Neural Networks Explained

Introduction In recent years, Deep learning popularity has taken an abrupt slope in terms of…

by Pavan Vadapalli Dec 16, 2020

Linear Regression Model: What is & How it Works?

Introduction Regression analysis is an important tool for modelling and analysing data; it is essential…

by Pavan Vadapalli Dec 16, 2020

Quicksort Algorithm Explained [With Example]

Quick Sort is based on the concept of Divide and Conquer algorithm, which is also the…

by Pavan Vadapalli Dec 15, 2020

Kubernetes Cheat Sheet: Architecture, Components, Command Sheet

Kubernetes has become an essential part of industries and is changing the world of technology.…

by Pavan Vadapalli Dec 14, 2020

Naive Bayes Classifier: Pros & Cons, Applications & Types Explained

When you need a fast problem-solving algorithm, where do you go? You go to the…

by Pavan Vadapalli Dec 11, 2020

Top 3 Machine Learning Libraries in C++ You Should Get Your Hands-on

Today, everywhere we look, Machine Learning is around us in some form or the other.…

by Pavan Vadapalli Dec 10, 2020

K Means Clustering Matlab [With Source Code]

K-means clustering is one of the most commonly used techniques by data professionals. Due to…

by Pavan Vadapalli Dec 9, 2020

IoT vs AI: Difference Between Internet of Things and Artificial Intelligence

Internet of Things (IoT) and Artificial Intelligence (AI) are currently topping the charts as one…

by Pavan Vadapalli Dec 7, 2020

A Step-By-Step Guide to Deploying ML Models Using Streamlit

Introduction Most of the Machine Learning enthusiasts are enrolling themselves for some courses and curriculums…

by Pavan Vadapalli Dec 7, 2020

Implementing Neural Networks From Scratch with Python [With Examples]

In this article, we will learn how to train and build a Neural Network from…

by Pavan Vadapalli Dec 7, 2020

From Jr Data Scientist/Machine learning to Data Scientist/Machine Learning Engineer Expert

From Jr Data Scientist/Machine learning to Full-stack Data Scientist/Machine learning engineer The current outlook in…

by Pavan Vadapalli Dec 7, 2020

Exploring AutoML: Top Tools Available [What You Need to Know]

Machine learning life-cycle is a bunch of processes that include Data Gathering, Data Cleaning, feature…

by Pavan Vadapalli Dec 7, 2020

Demystifying Confusion Matrix in Machine Learning [Astonishing]

Machine Learning is an umbrella term under which it accumulates Data processing, deriving meaningful insights…

by Pavan Vadapalli Dec 7, 2020

Solving Basic Math Equation Using RNN [With Coding Example]

If life gives you RNN, make a calculator :) A Recurrent Neural Network is one…

by Pavan Vadapalli Dec 7, 2020

Dataset Augmentation: Creating Artificial Data [Explained Simply]

Introduction While designing any machine learning algorithm, one always needs to maintain the trade-off between…

by Pavan Vadapalli Dec 7, 2020

Hands-On Introduction to Model Validation and Regularization in Deep Learning using TensorFlow

Introduction The practice of machines to assimilate information via the paradigm of supervised learning algorithms…

by Pavan Vadapalli Dec 7, 2020

An Intuition Behind Sentiment Analysis: How To Do Sentiment Analysis From Scratch?

Introduction Text is the most important means of perceiving information for human beings. The majority…

by Pavan Vadapalli Dec 7, 2020

Active Learning For Artificial Intelligence [Comprehensive Guide]

Overview of active learning for artificial intelligence In this article, we will cover the basics…

by Pavan Vadapalli Dec 1, 2020

Types of Optimizers in Deep Learning Every AI Engineer Should Know

Introduction Deep learning is a great advancement over machine learning in terms of flexibility, higher…

by Pavan Vadapalli Dec 1, 2020

Support Vector Machines: Types of SVM [Algorithm Explained]

Introduction Just like other algorithms in machine learning that perform the task of classification(decision trees,…

by Pavan Vadapalli Dec 1, 2020

Convolutional Neural Network Architecture: What You Need To Know?

Convolutional Neural Networks usually called by the names such as ConvNets or CNN are one…

by Pavan Vadapalli Dec 1, 2020

Classification Model using Artificial Neural Networks (ANN)

In the machine learning terminology Classification refers to a predictive modelling problem where the input…

by Pavan Vadapalli Dec 1, 2020

Tokenization in Natural Language Processing

When dealing with textual data, the most basic step is to tokenize the text. ‘Tokens’…

by Pavan Vadapalli Dec 1, 2020

Supervised vs Unsupervised Learning: Difference Between Supervised and Unsupervised Learning

Introduction Machine Learning is broadly classified into three types namely Supervised Learning, Unsupervised Learning, and…

by Pavan Vadapalli Nov 30, 2020

Clustering in Machine Learning: 3 Types of Clustering Explained

Introduction Machine Learning is one of the hottest technologies in 2020, as the data is…

by Pavan Vadapalli Nov 30, 2020

Cross Validation in Machine Learning: 4 Types of Cross Validation

Introduction Model Development is a crucial step in a Data Science Project Life Cycle where…

by Pavan Vadapalli Nov 30, 2020

Blockchain vs AI: Difference Between Blockchain and AI

It is largely accepted that blockchain and artificial intelligence (AI) technologies are being adopted at…

by Pavan Vadapalli Nov 25, 2020

Bayesian Machine Learning – Exploring A Paradigm Shift In Statistical Data Modelling

What is Bayesian Machine Learning? Bayesian Machine Learning (also known as Bayesian ML) is a…

by Pavan Vadapalli Nov 24, 2020

Graph Convolutional Networks: List of Applications You Need To Know

Convolutional Network is a type of Neural Network. Neural Networks are a special kind of…

by Pavan Vadapalli Nov 24, 2020

Top 5 Types of Instances in AWS

Introduction Cloud Computing is one of the fastest-growing technologies in the Computer Science world. Amazon…

by Pavan Vadapalli Nov 23, 2020

Know Why Generalized Linear Model is a Remarkable Synthesis Model!

Understanding the basics GLM is very famous among individuals who deal with different regression models…

by Pavan Vadapalli Nov 17, 2020

Anamoly Detection With Machine Learning: What You Need To Know?

The human brain loves to see something amiss; our brains are programmed to just look…

by Pavan Vadapalli Nov 17, 2020

Regularization in Deep Learning: Everything You Need to Know

One of the biggest problems that data scientists or machine learning engineers face is the…

by Pavan Vadapalli Nov 16, 2020

Bagging vs Boosting in Machine Learning: Difference Between Bagging and Boosting

Owing to the proliferation of Machine learning applications and an increase in computing power, data…

by Pavan Vadapalli Nov 12, 2020

Machine Learning & Data Analytics Life Cycle: What’s the Difference?

Many people get confused when it comes to the Data Science life cycle and Machine Learning…

by Pavan Vadapalli Nov 12, 2020

Regression Vs Classification in Machine Learning: Difference Between Regression and Classification

Introduction In solving data science problems, having the right approach is of critical importance and…

by Pavan Vadapalli Nov 12, 2020

PCA in Machine Learning: Assumptions, Steps to Apply & Applications

Understanding the Dimensionality Reduction in ML ML (Machine Learning) algorithms are tested with some data…

by Pavan Vadapalli Nov 12, 2020

Deep Learning Algorithm [Comprehensive Guide With Examples]

Introduction Deep Learning is a subset of machine learning, which involves algorithms inspired by the…

by Pavan Vadapalli Oct 28, 2020

K-Nearest Neighbors Algorithm in Machine Learning [With Examples]

Introduction Machine Learning is undoubtedly one of the most happening and powerful technologies in today’s…

by Pavan Vadapalli Oct 28, 2020

Hands-On Introduction to Model Validation and Regularization in Deep Learning using TensorFlow

Introduction The practice of machines to assimilate information via the paradigm of supervised learning algorithms…

by Pavan Vadapalli Oct 28, 2020

Top 33 Blue Prism Interview Questions & Answers [For Freshers & Experienced]

Cloud Computing Architecture [With Components & Advantages]

What is Cloud Computing? Cloud is the most popular service in today's world. Almost everything…

by Pavan Vadapalli Oct 14, 2020

What is the Scope of Cybersecurity as a Career Option?

With the global business environment shifting gears to online and cloud data storage and maintenance,…

by Pavan Vadapalli Oct 13, 2020

Google Cloud vs AWS: Difference Between Google Cloud & AWS

Cloud computing has brought about a new wave of change in the industry, especially for…

by Pavan Vadapalli Sep 29, 2020

Logistic Regression Interview Questions & Answers [For Freshers & Experienced]

When it comes to machine learning, more specifically classification, logistic regression is perhaps the most…

by Pavan Vadapalli Sep 24, 2020

Decision Tree Interview Questions & Answers [For Beginners & Experienced]

In the world of machine learning, decision trees are by one of them, if not…

by Pavan Vadapalli Sep 22, 2020

Machine Learning Projects With JavaScript [Top Libraries & Web Applications]

Aspiring web developers and programmers are always on the lookout for learning resources and hands-on…

by Pavan Vadapalli Sep 21, 2020

Spiking Neural Network: Everything You Need To Know

In recent times, we heard how a neurotech startup, Neuralink, plans to improve the human…

by Pavan Vadapalli Sep 18, 2020

Binomial Coefficient: Definitions, Implementation & Usage

Introduction In statistics, binomial coefficients are majorly used along with distributions. But, there is more to them…

by Pavan Vadapalli Sep 17, 2020

What is Knowledge Representation In AI? Usage, Types & Methods

Introduction Have you ever shot a basketball into the hoop? Do you notice how many…

by Pavan Vadapalli Sep 17, 2020

MATLAB Data Types: Everything You Need to Know

MATLAB provides many ways to store numbers and variables. All the numbers are equivalent to…

by Pavan Vadapalli Sep 16, 2020

AI vs Human Intelligence: Difference Between AI & Human Intelligence

Artificial Intelligence has come a long way from being a component of science fiction to…

by Pavan Vadapalli Sep 15, 2020

Deep Learning Vs NLP: Difference Between Deep Learning & NLP

When we think of Artificial Intelligence, it becomes almost overwhelming to wrap our brains around…

by Pavan Vadapalli Sep 14, 2020

Cloud Computing Vs Edge Computing: Difference Between Cloud Computing & Edge Computing

The increase in the popularity of the internet has enabled many internet-related services also to…

by Pavan Vadapalli Sep 14, 2020

Cloud Computing Vs Grid Computing: Difference Between Cloud Computing & Grid Computing

by Pavan Vadapalli Sep 14, 2020

Introduction to Recursive Neural Network: Concept, Principle & Implementation

A Recursive Neural Network is a type of deep neural network. So, with this, you can expect…

by Pavan Vadapalli Sep 11, 2020

Linear Regression Vs. Logistic Regression: Difference Between Linear Regression & Logistic Regression

The world of machine learning would not be complete without the presence of two of…

by Pavan Vadapalli Sep 10, 2020

History of AI: Timeline, Advancement & Development

Artificial Intelligence is a young domain of 60 years, which includes a set of techniques,…

by Pavan Vadapalli Sep 4, 2020

Decision Tree in AI: Introduction, Types & Creation

A Decision tree is the denotative representation of a decision-making process. Decision trees in artificial…

by Pavan Vadapalli Sep 3, 2020

Face Detection Project in Python [In 5 Easy Steps]

Object identification and face detection are probably the most popular applications of computer vision. This…

by Pavan Vadapalli Sep 1, 2020

Production System in Artificial Intelligence and its Characteristics

A production system in AI is a type of computer program that provides artificial intelligence…

by Pavan Vadapalli Sep 1, 2020

A Brief Intro to Propositional Logic as the Foundation of Artificial Intelligence

Propositional logic in Artificial Intelligence is one of the many methods of how knowledge is represented…

by Pavan Vadapalli Aug 28, 2020

Top 10 Highest Paying Machine Learning Jobs in India [A Complete Report]

Machine Learning (ML) is the division of Artificial Intelligence (AI) that is concerned with computer…

by Pavan Vadapalli Aug 26, 2020

Machine Learning Vs Deep Learning: Difference Between Machine Learning and Deep Learning

Machine learning and Deep learning both are the buzzwords in the tech industry. Machine learning…

by Pavan Vadapalli Aug 25, 2020

Support Vector Machine Algorithm in Machine Learning

Everything You Need to Know about Support Vector Machine Algorithms Most beginners, when it comes…

by Pavan Vadapalli Aug 14, 2020

Using Convolutional Neural Network for Image Classification

Image Classification Gets a Makeover. Thanks to CNN. Convolutional Neural Networks (CNNs) are the backbone…

by Pavan Vadapalli Aug 14, 2020

How to Build a Twitter Sentiment Analysis Python Program? [Step-by-Step Tutorial]

Source As companies are becoming increasingly data-driven, a Machine Learning technique called ‘Sentiment Analysis’ is…

by Pavan Vadapalli Aug 7, 2020

How To Convert Speech to Text with Python [Step-by-Step Process]

Introduction to Speech to Text We are living in an age where the ways we…

by Pavan Vadapalli Aug 7, 2020

Text Summarisation in Natural Language Processing: Algorithms, Techniques & Challenges

Creating a summary from a given piece of content is a very abstract process that…

by Pavan Vadapalli Aug 7, 2020

Top 10 Dimensionality Reduction Techniques For Machine Learning

Every second, the world generates an unprecedented volume of data. As data has become a…

by Pavan Vadapalli Aug 7, 2020

Machine Learning Cheat sheets Every ML Engineer Should Know About

In the past couple of decades, machine learning has drastically changed the way things work…

by Pavan Vadapalli Jul 29, 2020

Deep Learning Prerequisites [What Else Apart from Programming & Statistics?]

As deep learning is among the most advanced concepts in the tech sector, it has…

by Pavan Vadapalli Jul 29, 2020

Gradient Descent Algorithm: Methodology, Variants & Best Practices

Optimization is an integral part of machine learning. Almost all machine learning algorithms have an…

by Pavan Vadapalli Jul 28, 2020

6 Types of Regression Models in Machine Learning You Should Know About

Introduction Linear regression and logistic regression are two types of regression analysis techniques that are…

by Pavan Vadapalli Jul 27, 2020

TensorFlow vs Keras [Which One Should You Choose]

Keras VS TensorFlow is easily one of the most popular topics among ML enthusiasts. Both…

by Pavan Vadapalli Jul 14, 2020

Top 15 Python AI & Machine Learning Open Source Projects

Machine learning and artificial intelligence are some of the most advanced topics to learn. So…

by Pavan Vadapalli Jul 14, 2020

Career Opportunities in Artificial Intelligence: List of Various Job Roles

Artificial Intelligence or AI career opportunities have escalated recently due to its surging demands in…

by Pavan Vadapalli Jun 29, 2020

Career in Cloud Computing: Guide to Kickstart & Become an Expert

You may probably have heard of the unmet demand for cloud computing. The rise of…

by Pavan Vadapalli Jun 29, 2020

Career in Machine Learning: Popularity, Why Should You Pursue, Required Skills

It is expected that AI will create a business value of around $4 billion by…

by Pavan Vadapalli Jun 25, 2020

[Infographics] How Does Cloud Computing Work? Different Cloud Models Explained

What is Cloud Computing? The process of storing, managing, and processing data on a network…

by Pavan Vadapalli Jun 25, 2020

MATLAB Application in Face Recognition: Code, Description & Syntax

Every time you unlock your mobile phone with your face or pass through your high-tech…

by Pavan Vadapalli Jun 23, 2020

Top 4 Cloud Computing Models Explained

Whether you are a business owner looking to shift your current on-premise infrastructure to the…

by Pavan Vadapalli Jun 18, 2020

Artificial Intelligence in Cyber Security: Role, Impact, Applications & List of Companies

Introduction With the advancement in technology, cyber-crimes are also increasing and getting complex. Cyber-criminals are…

by Pavan Vadapalli Jun 16, 2020

Scikit-learn in Python: Features, Prerequisites, Pros & Cons

You must realize how important it is to have a robust library if you are…

by Pavan Vadapalli Jun 11, 2020

Future of Augmented Reality: How AR Will Transform The Tech World

Introduction If you have played Pokémon Go, Harry Potter: Wizards Unite or The Walking Dead:…

by Pavan Vadapalli Jun 11, 2020

While loop in MATLAB: Everything You Need to Know

Introduction MATLAB is a scientific programming language that is used meticulously by developers for its…

by Pavan Vadapalli Jun 11, 2020

Boosting in Machine Learning: What is, Functions, Types & Features

Boosting in Machine Learning is an important topic. Many analysts get confused about the meaning…

by Pavan Vadapalli May 29, 2020

How ML & AI Weaken the Coronavirus Outbreak

Who would’ve thought the world would face a pandemic in 2020? Until a vaccine is…

by Pavan Vadapalli May 29, 2020

Decision Tree Classification: Everything You Need to Know

Introduction Many analogies could be driven from nature into our real lives; trees happen to…

by Pavan Vadapalli May 29, 2020

Top 10 Deep Learning Techniques You Should Know About

Introduction Machine Learning and AI have changed the world around us for the last few…

by Pavan Vadapalli May 29, 2020

Importance of Artificial Intelligence Post COVID-19 World

Introduction The world is currently fighting one of the greatest battles of humanity – the…

by Pavan Vadapalli May 28, 2020

An Introduction to Feedforward Neural Network: Layers, Functions & Importance

Deep learning technology is the backbone of search engines, machine translation, and mobile applications. It…

by Pavan Vadapalli May 28, 2020

TensorFlow Explained: Components, Functions, Supported Platforms & Advantages

What is TensorFlow, exactly? If you’re interested in machine learning and deep learning, then you’ve…

by Pavan Vadapalli May 28, 2020

Step-by-Step Methods To Build Your Own AI System Today

Introduction AI or Artificial Intelligence is a hot topic in the world of technology, especially…

by Pavan Vadapalli May 22, 2020

Neural Network Model: Brief Introduction, Glossary & Backpropagation

If you’re a software engineering enthusiast trying to get an understanding of how neural networks…

by Pavan Vadapalli May 22, 2020

Linear Discriminant Analysis For Machine Learning: What You Need to Know?

The advancement in technology in recent years has enabled connected devices to handle massive amounts…

by Pavan Vadapalli May 22, 2020

TensorFlow Cheat Sheet: Why TensorFlow, Function & Tools,

Train your models with TensorFlow Every tech enthusiast wants to master the complex discipline of…

by Pavan Vadapalli May 21, 2020

Chatbot Architecture: Types, Function & User Interaction

One of the primary needs of today’s businesses is instant and open communication. Many companies…

by Pavan Vadapalli May 21, 2020

Machine Learning Predicts the Impact of Quarantine: Read MIT, RPI Research Summary

Introduction To slow down the transmission of Coronavirus, most countries all over the world have…

by Pavan Vadapalli May 19, 2020

Decision Trees in Machine Learning: Functions, Classification, Pros & Cons

Every person has to take decisions in their lives. These decisions are situation-dependent. Taking the…

by Pavan Vadapalli May 14, 2020

Fuzzy Logic Tutorial: Qualities, Architecture, Applications, Pros & Cons, Differences

When you have to make a decision, how many times it’s a simple Yes or…

by Pavan Vadapalli Apr 30, 2020