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Data Analysis Exercise with Python and Pandas

May 10, 20239 min read

Introduction Pandas is a powerful open-source library for data manipulation and analysis in Python. It provides easy-to-use and efficient data...

Data Analysis Exercise with Python and Pandas

DataOps: Apache Spark - Intermediate (Part 1)

Apr 28, 202323 min read

A practical approach toward learning data science with the help of PySpark. Part 1: RDDs and DataFrames. · Overview In a previous article, we covered the...

DataOps: Apache Spark - Intermediate (Part 1)

DataOps: Apache Airflow - Basic

Mar 17, 20238 min read

Apache Airflow: A powerful workflow orchestration platform · Introduction Apache Airflow is an open-source platform for authoring, scheduling, and...

DataOps: A Brief Introduction

Mar 4, 202310 min read

You've heard of DevOps, but have you heard of DataOps before? Let's dig in and unravel the vast world of data management. · Background The volume of data...

Enterprise Level Machine Learning Tools & Tips: Part 2

Feb 7, 202316 min read

Part 2: Machine Learning System Lifecycle. · Implementing an ML solution is different from a general feature that is going to be added to a system. It...