PROJECT 10 : DATA ENGINEERING PROJECTS

Welcome to my Cliche… The advent of Big data no doubt has proliferated the need for Data Engineers. But what is Big data? They are data with 3 V’s and can’t be processed by traditional method. The 3 V’s are: Volume(large like Gigabytes,Pb..), Velocity (frequent, stream, real-time…) Variety ( different formats like csv, parquet, audio, video..) This kind of data needs specialized infrastructures, Schema, Storage, Processing tools, automation & monitoring.

July 10, 2021

PROJECT 7 (NLP & Python Backend): MOVIE RECOMMENDATION SYSTEM WITH FLASK

Recommendation system is a NLP-based Machine learning project used to predict customer’s interest and items they might like. This is based on a lot of things like customer’s purchase history, purchased item’s categories, search or viewed items categories, item-item similarities, user-user similarities, CONTENT-BASED et cetera. This system has solved a lot problems and it’s been used widely by big sites like Amazon, Ebay, Facebook, Youtube, Netflix E.T.C There are different types of reccomender systems and each of them serve different purpose best.

July 9, 2021

PROJECT 9 (Python Backend): DJANGO AUTHENTICATION SYSTEM

Authentication systems are security measures put in place to secure data and systems by requiring additional input beyond username and password for users to access a system. They are ideal for businesses with sensitive data or systems that require secure user accounts. As a pythoneer, the most popular backend web framework is django, others are flask, cherry pie E.T.C One of the perks of django is that it comes with a lot of in-built frameworks, one of them is the Auth.