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Aditi Mittal
Aditi Mittal

434 Followers

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Understanding RNN and LSTM

What is Neural Network? Neural Networks are set of algorithms which closely resemble the human brain and are designed to recognize patterns. They interpret sensory data through a machine perception, labelling or clustering raw input. They can recognize numerical patterns, contained in vectors, into which all real-world data ( images, sound, text or time…

Machine Learning

4 min read

Understanding RNN and LSTM
Understanding RNN and LSTM
Machine Learning

4 min read


Published in Nerd For Tech

·Jan 13, 2022

Regularization in Machine Learning

The major concern while training your neural network or any machine learning model is to avoid overfitting. The model will not be accurate enough if it is overfitting because it is trying too hard to capture the noise present in the training dataset. The noise are the data points that…

Neural Networks

3 min read

Regularization in Machine Learning
Regularization in Machine Learning
Neural Networks

3 min read


Published in Nerd For Tech

·Aug 25, 2021

Help 4 Covid — A Step Towards Verified Covid Resources

We have all seen a bizarre time, thanks to COVID-19, over the last one and a half years. With the second wave of the virus hitting us like a storm, India had seen one of the worst phases of all time. …

Covid 19

4 min read

Help 4 Covid — A Step Towards Verified Covid Resources
Help 4 Covid — A Step Towards Verified Covid Resources
Covid 19

4 min read


Published in Nerd For Tech

·Aug 19, 2021

SQL basics covered in 10 minutes

SQL stands for Structured Query Language and is used to access and manipulate the database. RDBMS stands for Relational Database Management System. It is the basis for SQL, and for database systems such as MS SQL Server, Oracle, MySQL, and Microsoft Access. In RDBMS, the data is stored in database…

Sql

8 min read

SQL basics covered in 10 minutes
SQL basics covered in 10 minutes
Sql

8 min read


Published in Nerd For Tech

·May 1, 2021

All Basics of MongoDB in 10 Minutes

MongoDB is a rich open-source document-oriented and one of the widely recognised NoSQL database. It is written in C++ programming language. Today, I wanted to share some of the basic stuff about MongoDB concepts and commands Important Terms Database Database is a physical container for collections. Each database gets its own set of…

Mongodb

10 min read

All Basics of MongoDB in 10 Minutes
All Basics of MongoDB in 10 Minutes
Mongodb

10 min read


Published in Nerd For Tech

·Mar 11, 2021

Insight into a few basic deep learning algorithms

Introduction Learning can be defined as acquiring knowledge or skills through experience, study, or by being taught. So, Machine Learning can be defined as a phenomenon where a machine can be taught or it learns on its own without being explicitly programmed. Definition Wikipedia has defined deep learning as: Deep learning is…

Deep Learning

5 min read

Insight into a few basic deep learning algorithms
Insight into a few basic deep learning algorithms
Deep Learning

5 min read


Feb 20, 2021

Distributed Systems —a quick introduction to the basics you should know

What is a Distributed System? Have you ever wondered how Facebook stores and serves thousands of petabytes of user content such as photos, videos, likes, etc.? Have you ever gotten intrigued by how you can upload your photo or video on Instagram, and your followers can view the same instantly on their feeds? …

Distributed Systems

4 min read

Distribution Systems —a quick introduction to the basics you should know
Distribution Systems —a quick introduction to the basics you should know
Distributed Systems

4 min read


Jul 19, 2020

Understanding k-Means Clustering

Cluster is a group of objects which have similar properties and belong to the same class. — What is Clustering? Clustering is an unsupervised learning technique which is used to make clusters of objects i.e. it is a technique to group objects of similar kind in a group. In clustering, we first partition the set of data into groups based on the similarity and then assign the labels to those…

Machine Learning

5 min read

Introduction to k-Means Clustering
Introduction to k-Means Clustering
Machine Learning

5 min read


Published in The Startup

·May 4, 2020

Hadoop- The Heart of Big Data

Hadoop? The heartbeat of big data? Yeah, you read it right. Hadoop is an open source framework written in Java which is generally used to process and store big data in a distributed environment using easy and simple programming models. Before diving into hadoop, let’s discuss what’s big data exactly. What is Big Data? …

Big Data

6 min read

Hadoop- The Heartbeat of Big Data
Hadoop- The Heartbeat of Big Data
Big Data

6 min read


Apr 28, 2020

Why The Central Limit Theorem in Data Science?

Today I’ll be discussing what the central limit theorem (or CLT) is and why is it important for every data science enthusiast to know. — Formal Definition The central limit theorem states that for a given dataset with unknown distribution, the sample means will approximate the normal distribution. In other words, the theorem states that as the size of the sample increases, the distribution of the mean across multiple samples will approximate a Gaussian distribution. But for…

Data Science

4 min read

Why The Central Limit Theorem in Data Science?
Why The Central Limit Theorem in Data Science?
Data Science

4 min read

Aditi Mittal

Aditi Mittal

434 Followers

Machine Learning Enthusiast | Software Developer

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