Databricks is a cloud-based platform that offers a unified solution for big data analytics and collaboration. Developed by the creators of Apache Spark, it seamlessly integrates data engineering, machine learning, and analytics. Let’s delve deeper and unpack the technical intricacies of Databricks. Background Story Databricks was founded by a group of individuals involved in making...

Kaggle and Jupyter are two popular platforms used by data scientists and machine learning practitioners. Kaggle is a platform that hosts data science competitions, while Jupyter is an open-source web application that allows users to create and share documents that contain live code, equations, visualizations, and narrative text. Kaggle Overview Kaggle is a platform that hosts data sci...

Labelbox is a prominent data labeling platform tailored for the burgeoning world of AI and machine learning. It equips businesses and teams with the essential tools to curate, manage, and monitor high-quality training datasets. Let’s delve deeper into Labelbox and its offerings. Background Story Labelbox was founded in 2018 by Manu Sharma, Brian Rieger, and Daniel Rasmuson. The fou...

Scale AI is a fast-growing AI infrastructure startup that provides businesses and organizations with the tools they need to build and deploy machine learning models. Let’s explore Scale AI in detail. Background Story Scale AI was founded in 2016 by Alexandr Wang, a former machine learning engineer at Quora. Wang recognized the need for a more efficient and accurate way to label data...

V7 Labs is a technology company that is revolutionizing the way data is labeled and categorized for artificial intelligence (AI) training models. Let’s See all the details about this company. Background Story V7 Labs is a Stockholm-based startup that specializes in AI data management. The company was founded in 2018 by Lorenzo Rizzoli, Simon Edwardsson and a team of experienced ent...

Object detection is a crucial task in computer vision that involves identifying and localizing objects within an image or video. Over the years, there has been a significant increase in research on object detection techniques such as object classification, counting of objects, and object monitoring. In this article, we will focus on the state-of-the-art object detection with YOLO (You Only Look...

In today’s digital age, data is being generated at an unprecedented rate. With the rise of the internet, social media, and the Internet of Things (IoT), the amount of data being produced is growing exponentially. This has led to the need for efficient and effective ways to manage large data sets. In this article, we will explore some of the techniques and approaches used for Managing Larg...

Face recognition is a rapidly growing field in artificial intelligence and computer vision. With the breakthroughs made in deep convolutional neural networks, face recognition has become an important application in the industrial world. In this article, we will explore the best algorithms for face recognition, including their history, pipeline, and evaluation datasets. History of Face Recogn...

HDFS is a distributed file system designed to manage large data sets spanning multiple nodes. It is a key component of the Apache Hadoop ecosystem. HDFS provides high-throughput access to application data and is designed to handle failures gracefully. On the other hand, S3, provided by Amazon Web Services (AWS), is an object storage service. It offers industry-leading scalability, data avail...

A Bayesian Network is also known as a belief network or directed acyclic graphical model. It is a probabilistic graphical model that represents a set of variables and their conditional dependencies via a directed acyclic graph (DAG). In simpler terms, Bayesian networks are mathematical models that represent the relationships among variables. In doing so, it helps in predicting outcomes based on...