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Published in hackerdawn

·Jul 21, 2021

Ethereum Gas explained in a Nut Shell

Ethereum Gas? What is that, gas is for cars, right? Well, yes, until sometime ago. In this story, we will understand what is gas in Ethereum and why is it named that way. You don’t necessarily need to have prior knowledge of Ethereum for this purpose. What is Gas? In Ethereum, Gas is…

Ethereum

4 min read

Ethereum Gas explained in a Nut Shell
Ethereum Gas explained in a Nut Shell

Published in hackerdawn

·May 29, 2021

Music Genre Classification using Random Forest

If Music is a Place — then Jazz is the City, Folk is the Wilderness, Rock is the Road, Classical is a Temple. — Vera Nazarian Music is an essential part of our lives and, music streaming companies like Spotify are nowadays using machine learning to create recommendations for us…

Data Science

5 min read

Music Genre Classification using Random Forest
Music Genre Classification using Random Forest

Published in hackerdawn

·May 29, 2021

Build a Spam Classifier using the Naive Bayes Algorithm

Do you often receive emails saying that you have won $1 million or free mobile recharges for life? These emails are generally spam and are sent in bulk to users to trick them. In this story, we’ll build a classifier that will mark emails as spam or non-spam based on…

Data Science

3 min read

Build a Spam Classifier using the Naive Bayes Algorithm
Build a Spam Classifier using the Naive Bayes Algorithm

Published in hackerdawn

·May 25, 2021

Speed Up Slow Functions in Python using Cache

What is a Cache? A cache is a memory used for the storage of frequently used data so that this data can be fetched quickly for subsequent calls. In Python, the library functools gives us the ability to implement a cache. …

Python

3 min read

Speed Up Slow Functions in Python using Cache
Speed Up Slow Functions in Python using Cache

Published in hackerdawn

·May 25, 2021

Disaster Tweets Classification using gloVe

Disasters can be unexpected and life-threatening. We will analyze and classify disaster tweets in this tutorial. For this purpose, we will use the Disaster Tweets dataset from Kaggle. Importing Libraries Let’s first import the required libraries. …

NLP

6 min read

Disaster Tweets Classification using gloVe
Disaster Tweets Classification using gloVe

Published in hackerdawn

·May 21, 2021

🚀 Dogecoin Price Prediction using LSTM network

Dogecoin (DOGE) is a cryptocurrency created as a joke, making fun of the wild speculation in cryptocurrencies at the time. Dogecoin features the face of the Shiba Inu dog from the “Doge” meme as its logo. It has quickly developed its own online community, reaching a gigantic market capitalization. In…

Data Science

6 min read

🚀 Dogecoin Price Prediction using LSTM network
🚀 Dogecoin Price Prediction using LSTM network

Published in hackerdawn

·May 17, 2021

Sentiment Analysis on Alexa Reviews

Alexa is an AI-based virtual assistant developed by Amazon. It is today used in devices like Echo, Dot, and Firestick. It is capable of voice interaction, music playback, setting alarms, home automation, and providing weather information. We will do sentiment analysis on the reviews of Alexa products posted on Amazon…

NLP

5 min read

Sentiment Analysis on Alexa Reviews
Sentiment Analysis on Alexa Reviews

Published in hackerdawn

·May 16, 2021

🧠 Stroke Prediction using Random Forest

A stroke occurs when the blood supply to part of your brain is interrupted, preventing brain tissue from getting oxygen and nutrients. Due to this, brain cells begin to die in minutes. We’ll use 11 features of a person to predict whether they will get a stroke or not. Importing Libraries Let’s…

Machine Learning

5 min read

🧠 Stroke Prediction using Random Forest
🧠 Stroke Prediction using Random Forest

Published in hackerdawn

·May 15, 2021

💰Bitcoin Price Prediction using Linear Regression

Can we predict the price of Bitcoin, an asset that is so volatile? Let’s try to find out. We will use the Bitcoin Historical dataset to predict Bitcoin price. Importing Libraries Let’s first import the required libraries. …

Linear Regression

4 min read

💰Bitcoin Price Prediction using Linear Regression
💰Bitcoin Price Prediction using Linear Regression

Published in hackerdawn

·May 14, 2021

🚢 Titanic Survival Prediction using XGBoost

The Titanic struck an iceberg on 15 April 1912 that caused its sinking, leading to the death of more than 1,500 people. This made it one of the deadliest sinking of a single ship. We will try to predict whether a particular person on Titanic survived or not using 11…

Machine Learning

6 min read

🚢 Titanic Survival Prediction using XGBoost
🚢 Titanic Survival Prediction using XGBoost
Sidharth Pandita

Sidharth Pandita

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