5 Popular NoSQL Databases Every Data Science Professional Should Know About
Overview NoSQL databases are ubiquitous in the industry – a data scientist is expected to be familiar with these databases Here, we will see …
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Data Engineering
Learning Database for Data Science Tutorial – Perform MongoDB Indexing using PyMongo
Overview Indexing is MongoDB – a key aspect to managing and executing your database queries efficiently in data science Learn how indexing works in …
A Beginner’s Guide to CAP Theorem for Data Engineering
Overview What is the CAP Theorem? How does it work? Understanding CP with MongoDB and AP with Cassandra Introduction We have had significant …
Analysing Streaming Tweets with Python and PostgreSQL
Introduction We are aware of the massive amounts of data being produced each day. This humungous data has lots of insights and hidden trends …
Want to Ace Data Science Hackathons? This Feature Engineering Guide is for you
Overview Feature engineering is a key aspect in acing data science hackathons Learn how to perform feature engineering here as we walk through a …
How to Deploy Machine Learning Models using Flask (with Code!)
Overview Deploying your machine learning model is a key aspect of every ML project Learn how to use Flask to deploy a machine learning …
Feature Scaling for Machine Learning: Understanding the Difference Between Normalization vs. Standardization
Introduction to Feature Scaling I was recently working with a dataset that had multiple features spanning varying degrees of magnitude, range, and units. This …
TensorFlow Serving: Deploying Deep Learning Models Just Got Easier!
Learn about deploying deep learning models using TensorFlow Serving How to handle post-deployment challenges like swapping between different versions of models using TensorFlow Serving …
9 Books Every Data Engineering Aspirant Must Read!
Did you know that ‘Data Engineer’ is the fastest-growing role in the industry? Currently, most data science aspirants are still focused on landing the …
Hands-On Tutorial to Analyze Data using Spark SQL
Overview Relational databases are ubiquitous, but what happens when you need to scale your infrastructure? We will discuss the role Spark SQL plays in …
