Published in MLearning.ai·PinnedAn Introduction to CassandraOverview Cassandra is a No-SQL Database management system designed to handle a large amount of data. It is beneficial for faster read and write operations, developed by Facebook which was later on released as an open-source system. …Big Data5 min readBig Data5 min read
Published in MLearning.ai·PinnedAn Introduction to HadoopIntroduction When we are dealing with Big Data, our system would be handling a large set of data i.e. Gigabytes and Petabytes. …Hadoop5 min readHadoop5 min read
Published in MLearning.ai·PinnedAn Introduction to Big DataOverview When someone says big data the first thing that comes to mind is the large volume of data. Is it true? Is big data only mean a large volume of data? let’s break the myth. Any data with 5 Vs characteristics is known as big data. …Big Data3 min readBig Data3 min read
Published in Artificial Intelligence in Plain English·Dec 30, 2022MySql →Python Connection: Read OperationOverview If you are working in the data industry then you must have come to the stage where you need the python and SQL connection to fetch data for analysis/prediction. This blog will help you to make the connection between python with MySQL. Let’s get started…. Python & MySql Affair …Data Analysis2 min readData Analysis2 min read
Published in DataDrivenInvestor·Dec 8, 2022Difference Between Discard and Remove Function In Python.Overview Discard and Remove both functions remove a specific value from the dictionary. Then the major question is which function should we use and why? It’s better to use the discard function. Suppose you have a set s={‘Apple’,’Elephant’,’orange’} let’s try both functions. 1. s={‘Apple’,’Elephant’,’orange’} s.remove('Elephant') print(s) [out]>> {'Apple','orange'} 2. s={‘Apple’,’Elephant’,’orange’}…Python1 min readPython1 min read
Published in MLearning.ai·Jul 25, 2022Entropy & Information Gain ExplainedWhat is Entropy ? Entropy is used to measure the impurity in dataset. The Highly impure feature will be considered as root node(having high entropy) and purest node will be considered as leaf node(low entropy).Decision Tree4 min readDecision Tree4 min read
Published in MLearning.ai·Jul 4, 2022Apache Airflow : A Basic IntroductionWhat is Apache Airflow ? Apache Airflow is a framework which is being used for programmatically schedule and monitor the data pipeline. It runs different-different tasks with their defined execution dependencies. Execution Dependencies :- It helps to priorities the task, Suppose task1 and task2 is two different tasks. Suppose task2…Apache Airflow3 min readApache Airflow3 min read
Published in MLearning.ai·Sep 10, 2021Sentiment Classification Using Distil Bert on Custom DatasetOverview In This Article we will be going to learn end to end NLP project by extracting the data from website to making the sentiment analysis using modern day state of the art technology. This also involves text cleaning ,text analysis and visual representation and understanding of text and then…NLP8 min readNLP8 min read
Published in MLearning.ai·Aug 30, 2021Disastrous Tweets Classification using BERTOverview In this Article I am going to classify whether the tweet is disastrous or not using state of the art model. I will be using BERT to classify the tweets with the help of keras API using KTrain. If You would have used tensorflow previously then you probably would…Bert6 min readBert6 min read
Published in Analytics Vidhya·Aug 15, 2021Torch Text :Not so Popular LibraryWhat is Torch Text ? If You would have done some basic preprocessing task in NLP then you might be aware about NLTK , Spacy , Textblob , Stanford NLP all these are the powerful libraries to do text preprocessing. …Torchtext2 min readTorchtext2 min read
