Becoming a Data Engineer in 2025: Key Skills and Tools You Need
Becoming a Data Engineer in 2025: Key Skills and Tools You Need The data landscape in 2025 is more complex, […]
Apache Spark Machine Learning
Data Cleaning and Transformation Using SQL and Apache Spark: A Complete Guide with Scala Examples
Introduction In the data-driven world, raw datasets are rarely ready for analysis. They often contain missing values, duplicates, inconsistent formats,
Running Apache Spark (Standalone) on Windows Using Docker Desktop: Everything You Need to Know
Here is a step-by-step guide for practicing Apache Spark using the official Apache Spark Docker image on Docker Desktop. This approach is
Data Deduplication in Big Data: Techniques and Implementation in Apache Spark
In the world of Big Data, duplication is not just a nuisance—it’s a serious threat to the accuracy, performance, and
The roadmap for becoming a Machine Learning Engineer
The roadmap for becoming a Machine Learning Engineer typically involves mastering various skills and technologies. Here’s a step-by-step guide: Step
The roadmap for becoming a Data Engineer
The roadmap for becoming a Data Engineer typically involves mastering various skills and technologies. Here’s a step-by-step guide: Step 1:
Life Expectancy Prediction using Machine Learning – Part 1
Project idea – The idea behind this ML project is to build a model for Life Expectancy and Statistical Analysis
Life Expectancy Prediction using Machine Learning – Part 2
Scatter Plot (Life_Expectancy VS Adult_Mortality) Scatter Plot (Life_Expectancy VS Infant_Deaths) Scatter Plot (Life_Expectancy VS Alcohol) Scatter Plot (Life_Expectancy VS Percentage_Expenditure)
Predicting Possible Loan Default Using Machine Learning
Project idea – The idea behind this ML project is to build a model for a Loan Prediction Based on
Machine Learning Project – Loan Approval Prediction
Project idea – The idea behind this ML project is to build a model for a Home Loan Company to
Customer Segmentation using Machine Learning in Apache Spark
Customer segmentation is the practice of dividing a company’s customers into groups that reflect similarities among customers in each group.
Machine Learning Project – Creating Movies Recommendation Engine using Apache Spark
Movies are loved by everyone irrespective of age, gender, race, color, or geographical location. A recommendation system is a filtration
Machine Learning Project on Sales Prediction or Sale Forecast
Sales forecasting is the process of estimating future sales. Accurate sales forecasts enable companies to make informed business decisions and
Machine Learning Project on Mushroom Classification whether it’s edible or poisonous Part 1
A mushroom, or toadstool, is the fleshy, spore-bearing fruiting body of a fungus, typically produced above ground on soil or
Machine Learning Project on Mushroom Classification whether it’s edible or poisonous Part 2
Collecting all String Columns into an Array StringIndexer encodes a string column of labels to a column of label indices.
Machine Learning Pipeline Application on Power Plant. (Part 1)
This is an end-to-end Project of performing Extract-Transform-Load and Exploratory Data Analysis on a real-world dataset, and then applying several
Machine Learning Pipeline Application on Power Plant. (Part 2)
Visualize Your Data To understand our data, we will look for correlations between features and the label. This can be
Machine Learning Project – Predict Forest Cover Part 1
In this project, we will predict Forest Cover based on various attributes (cartographic variables) of the Forest. Hence, this is
Machine Learning Project – Predict Forest Cover Part 2
Define the Pipeline A predictive model often requires multiple stages of feature preparation. A pipeline consists of a series of
Machine Learning Project Predict Will it Rain Tomorrow in Australia
Machine Learning Project for Predicting will it Rain Tomorrow in Australia Problem Statement or Business Problem In this project we