Melvin L

Correlation in R

Decision Trees vs Ramdom Forest R Demo

Random Forest Overview and Demo in R

Decision Tree Classification in R (rpart - evtree - tree libraries)

Decision Tree Classification in R

Principal Component Analysis (PCA) in R

Rattle - Data Mining in R

Support Vector Machines (SVM) Overview and Demo using R

Sentiment Analysis using Microsoft Power BI

Spark - Setting up Spark Dev Environment using SBT and Eclipse

Jupyter Notebook using Docker for Data Science (Demo)

Simple Web Scraping using R

Using PuTTY to connect to Linux from Windows

Install Docker On Ubuntu

BoilerPipe - quick HTML full text extraction

Using Remote Desktop to Connect to Linux VM hosted on Microsoft Azure

PhantomJS demo for web scraping

Pop! _OS Linux Review

Using Tensorflow with Docker (Demo) | Tensorflow + Jupyter + Docker

Infer Hive table schema automatically using Impala and Parquet

Use wget to download / scrape a full website

Setup Elasticsearch, Logstash and Kibana (ELK Stack) using Docker Containers - Step by Step Tutorial

R Visualisations within Power BI (using R and Power BI)

Hive vs Impala - Comparing Apache Hive vs Apache Impala

Twitter analysis using Elastic: data visualisation with Kibana

Spark Reading and Writing to Parquet Storage Format

What is Alpine Linux | Alpine Linux Quick Facts

R data visualisation using googleVis library (Google Charts API)

Comparing Serverless Frameworks serverless com vs Zappa vs AWS Chalice

Using Python and OpenCV to detect faces, eyes and smile

AWS Athena Overview - Key Concepts | Serverless Interactive Query Service

OpenCV Face Detection in Python

Using the Docker REST API | Docker remote REST API

Building a REST API using Python and Flask | Flask-RESTful

Install Sparklyr on Ubuntu

Google Cloud BigQuery vs AWS Redshift (and AWS Athena)

Getting Started with Cloudera Quick Start Docker Image

Parquet vs Avro

Using Spark and Hive - PART 1: Spark as ETL tool

Spark : Working with JSON data

Using GPG to encrypt and decrypt a file

Scrapy Overview - Inspect Scrapy using Telnet Console

Apache Parquet: Parquet file internals and inspecting Parquet file structure

Simple web scraping using R and rvest library – 3 lines of code

Installing RStudio Server on Ubuntu

Install Apache Cassandra (Single Node)

NLTK Basic Text Analytics

PostgreSQL and Docker - getting started

Nvidia-Docker Setup - Accessing GPU within Docker containers

Creating a Power BI report in under 5 mins

Apache Spark Tip : Generate data to use in a dataframe

Spark Loading data from a CSV file

Quick introduction to Apache Spark

Spark - Running a Spark Job on Standalone Cluster (Distributed Cluster)