Big Data

16 Guides Available

Common Cyber Attacks on Machine Learning Applications

Machine learning (ML) algorithms and models ingest large amounts of data and use pattern recognition to make predictions and adjustments based on that data.

Differences Between Machine Learning and Deep Learning

Deep Learning (DL) is a subset of Machine Learning (ML), and both are subsets of Artificial Intelligence (AI).

Machine Learning and Artificial Intelligence Background

Machine learning (ML) is a subset of artificial intelligence (AI) and it is fast becoming the very backbone of most software today.

Install Anaconda on Linux CentOS

Anaconda is a distribution of the Python and R programming languages. It is a curated bundle of specific language interpreters and add-ons.

Deep Learning Frameworks Overview

What is Deep Learning?Artificial Intelligence (AI) is an exceptionally broad term for a multitude of methods and practices to simulate or mimic human behavior.

How to Install Apache Kafka on Ubuntu

Apache Kafka, often known simply as Kafka, is a popular open-source platform for stream management and processing.

What is Apache Kafka?

Apache Kafka, often known simply as Kafka, is a popular open-source platform for stream management and processing.

How to Install Anaconda on Ubuntu

Install Anaconda on UbuntuInstalling Anaconda on Linode (or other Linux system) using the CLI may look daunting, but don’t let it scare you.

Machine Learning Training and Inference

Machine learning (ML) has been around conceptually since 1959, when Arthur Samuel, a pioneer in the field of computer gaming and artificial intelligence, coined the term.

How to Install TensorFlow on Ubuntu 20.04

TensorFlow is an open-source software library used for machine learning and to train deep neural networks.

Create Connections and Variables in Apache Airflow

What is Apache Airflow? Airflow is an open source platform that you can use to automate, orchestrate, and monitor workflows and data pipelines.

How to Scrape a Website with Beautiful Soup

What is Beautiful Soup? Beautiful Soup is a Python library that parses HTML or XML documents into a tree structure that makes it easy to find and extract data.

How to Move Your Machine Learning Model to Production

Developing, training, and tuning a deep learning model for a particular problem, such as natural language processing (NLP) or image recognition, requires time and resources.

How to Install a Jupyter Notebook Server on a Reverse Proxy

Jupyter Notebook is an interactive, enhanced shell that can be run within a web browser. Notebook is popular among data scientists, and supports inline rendering of figures, exporting to a variety of formats, and LaTeX for mathematical notation.

How to Install and Configure a Redis Cluster on Ubuntu 16.04

Redis is a NoSQL database used for large-scale storage that allows for fast reads and writes of its data store.

Streaming Data Processing with Apache Storm

Apache Storm is a big data technology that enables software, data, and infrastructure engineers to process high velocity, high volume data in real time and extract useful information.

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