Apache Kafka, Big Data and Big Data Analytics

Top Big Data Tools Every Data Professional Should Know

Pickl AI

FEBRUARY 23, 2025

Summary: Big Data tools empower organizations to analyze vast datasets, leading to improved decision-making and operational efficiency. Ultimately, leveraging Big Data analytics provides a competitive advantage and drives innovation across various industries.

Big Data

Big Data Big Data Apache Hadoop Apache Kafka

Big Data – Lambda or Kappa Architecture?

Data Science Blog

JUNE 27, 2023

Big Data Analytics stands apart from conventional data processing in its fundamental nature. In the realm of Big Data, there are two prominent architectural concepts that perplex companies embarking on the construction or restructuring of their Big Data platform: Lambda architecture or Kappa architecture.

Big Data

Big Data Big Data Apache Kafka Database

Apache Kafka use cases: Driving innovation across diverse industries

IBM Journey to AI blog

SEPTEMBER 4, 2024

Apache Kafka is an open-source , distributed streaming platform that allows developers to build real-time, event-driven applications. With Apache Kafka, developers can build applications that continuously use streaming data records and deliver real-time experiences to users. How does Apache Kafka work?

Apache Kafka

Apache Kafka Internet of Things Data Pipeline Clustering

Webinars

What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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Big Data Syllabus: A Comprehensive Overview

Pickl AI

AUGUST 9, 2024

Summary: A comprehensive Big Data syllabus encompasses foundational concepts, essential technologies, data collection and storage methods, processing and analysis techniques, and visualisation strategies. Fundamentals of Big Data Understanding the fundamentals of Big Data is crucial for anyone entering this field.

Big Data

Big Data Big Data Big Data Analytics Big Data Analytics

Major Differences: Kafka vs RabbitMQ

Pickl AI

MARCH 13, 2025

Choosing between them depends on your systems needsRabbitMQ is best for workflows, while Kafka is ideal for event-driven architectures and big data processing. Two of the most popular message brokers are RabbitMQ and Apache Kafka. Kafka excels in real-time data streaming and scalability.

Apache Kafka

Apache Kafka Big Data Big Data Data Pipeline

How Netflix Applies Big Data Across Business Verticals: Insights and Strategies

Pickl AI

SEPTEMBER 18, 2024

Summary: Netflix’s sophisticated Big Data infrastructure powers its content recommendation engine, personalization, and data-driven decision-making. As a pioneer in the streaming industry, Netflix utilises advanced data analytics to enhance user experience, optimise operations, and drive strategic decisions.

Big Data

Big Data Big Data Apache Kafka Big Data Analytics

A Comprehensive Guide to the main components of Big Data

Pickl AI

DECEMBER 2, 2024

Summary: Big Data encompasses vast amounts of structured and unstructured data from various sources. Key components include data storage solutions, processing frameworks, analytics tools, and governance practices. Key Takeaways Big Data originates from diverse sources, including IoT and social media.

Big Data

Big Data Big Data Data Lakes Apache Hadoop

A Comprehensive Guide to the Main Components of Big Data

Pickl AI

NOVEMBER 25, 2024

Summary: Big Data encompasses vast amounts of structured and unstructured data from various sources. Key components include data storage solutions, processing frameworks, analytics tools, and governance practices. Key Takeaways Big Data originates from diverse sources, including IoT and social media.

Big Data

Big Data Big Data Data Lakes Apache Hadoop

Use streaming ingestion with Amazon SageMaker Feature Store and Amazon MSK to make ML-backed decisions in near-real time

AWS Machine Learning Blog

APRIL 19, 2023

Streaming ingestion – An Amazon Kinesis Data Analytics for Apache Flink application backed by Apache Kafka topics in Amazon Managed Streaming for Apache Kafka (MSK) (Amazon MSK) calculates aggregated features from a transaction stream, and an AWS Lambda function updates the online feature store.

ML

ML ML Apache Kafka SQL

What is a Hadoop Cluster?

Pickl AI

JULY 29, 2024

It utilises the Hadoop Distributed File System (HDFS) and MapReduce for efficient data management, enabling organisations to perform big data analytics and gain valuable insights from their data. In a Hadoop cluster, data stored in the Hadoop Distributed File System (HDFS), which spreads the data across the nodes.

Hadoop

Hadoop Clustering Big Data Big Data

Top 15 Data Analytics Projects in 2023 for beginners to Experienced

Pickl AI

JULY 20, 2023

Defining clear objectives and selecting appropriate techniques to extract valuable insights from the data is essential. Here are some project ideas suitable for students interested in big data analytics with Python: 1. Implement real-time analytics to monitor trends or anomalies in the data.

Analytics

Analytics Analytics Big Data Big Data

Predicting the Future of Data Science

Pickl AI

DECEMBER 4, 2024

This explosive growth is driven by the increasing volume of data generated daily, with estimates suggesting that by 2025, there will be around 181 zettabytes of data created globally. The field has evolved significantly from traditional statistical analysis to include sophisticated Machine Learning algorithms and Big Data technologies.

Data Science

Data Science Data Scientist Machine Learning Machine Learning

ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)

The MLOps Blog

AUGUST 11, 2023

1 Data Ingestion (e.g., Apache Kafka, Amazon Kinesis) 2 Data Preprocessing (e.g., Today different stages exist within ML pipelines built to meet technical, industrial, and business requirements. This section delves into the common stages in most ML pipelines, regardless of industry or business function.

ML

ML ML Machine Learning Machine Learning

Data Science Current

Top Big Data Tools Every Data Professional Should Know

Big Data – Lambda or Kappa Architecture?

Webinars

Trending Sources

Apache Kafka use cases: Driving innovation across diverse industries

Webinars

Big Data Syllabus: A Comprehensive Overview

Major Differences: Kafka vs RabbitMQ

Top Big Data Interview Questions for 2025

How Netflix Applies Big Data Across Business Verticals: Insights and Strategies

A Comprehensive Guide to the main components of Big Data

A Comprehensive Guide to the Main Components of Big Data

Use streaming ingestion with Amazon SageMaker Feature Store and Amazon MSK to make ML-backed decisions in near-real time

What is a Hadoop Cluster?

Top 15 Data Analytics Projects in 2023 for beginners to Experienced

Predicting the Future of Data Science

ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)

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