WeCloudData

MARCH 20, 2024

Machine learning is revolutionizing traffic prediction, enhancing route planning and reducing congestion in urban commuting. Explore advanced algorithms like Uni-LSTM and BiLSTM for accurate forecasts, along with Google Maps' integration of deep learning for improved ETA accuracy.

Machine Learning 97

Machine Learning Deep Learning Algorithm Utilities 97

Knowledge Hut

JANUARY 16, 2024

Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities. The avenues to acquire the essential skills for a career in ML are plentiful, ranging from Machine Learning online courses and certifications to formal degree programs. What Is Machine Learning?

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

Cloudera

FEBRUARY 16, 2022

In this example, the Machine Learning (ML) model struggles to differentiate between a chihuahua and a muffin. We will learn what it is, why it is important and how Cloudera Machine Learning (CML) is helping organisations tackle this challenge as part of the broader objective of achieving Ethical AI.

Machine Learning 85

Machine Learning Algorithm Government Metadata 85

DoorDash Engineering

NOVEMBER 28, 2023

It is amusing for a human being to write an article about artificial intelligence in a time when AI systems, powered by machine learning (ML), are generating their own blog posts. The post Transforming MLOps at DoorDash with Machine Learning Workbench appeared first on DoorDash Engineering Blog.

Machine Learning 90

Machine Learning Pipeline-centric Data Science Designing 90

ProjectPro

JANUARY 31, 2023

Ever wondered how insurance companies successfully implement machine learning to expand their businesses? With the introduction of advanced machine learning algorithms , underwriters are bringing in more data for better risk management and providing premium pricing targeted to the customer.

Insurance 75

Insurance Machine Learning Project Algorithm 75

Pinterest Engineering

JANUARY 31, 2025

Methods A two tower-based approach has been widely adopted in industry [6], where one tower learns the query embedding and one tower learns the item embedding. This section illustrates the current machine learning design of the two-tower machine learning model for learned retrieval at Pinterest.

Systems 67

Systems Metadata Machine Learning Architecture 67

Cloudera

OCTOBER 26, 2022

?. It’s no secret that advancements like AI and machine learning (ML) can have a major impact on business operations. Cloudera has seen a lot of opportunity to extend even more time saving benefits specifically to data scientists with the debut of Applied Machine Learning Prototypes (AMPs). The answer is a resounding no.

Machine Learning 76

Machine Learning Project Deep Learning Data Science 76

Cloudera

NOVEMBER 19, 2020

The Association of Certified Fraud Examiners reports the use of artificial intelligence and machine learning in anti-fraud programs is expected to almost triple in the next two years. Machine learning algorithms enable fraud detection systems to distinguish between legitimate and fraudulent behaviors.

Government 119

Government Machine Learning Algorithm Raw Data 119

Cloudera

MAY 27, 2021

This blog post was written by Pedro Pereira as a guest author for Cloudera. . It’s important to be conscious of this reality when creating algorithms and training models. Big data algorithms are smart, but not smart enough to solve inherently human problems. It’s not the machine’s fault. Transparency is key.

Algorithm 119

Algorithm Media Consulting Machine Learning 119

Cloudera

DECEMBER 7, 2022

For off the pitch innovations, Qatar has implemented solutions like a state-of-the-art cooling system , and even cameras and computer vision algorithms designed to prevent stampedes. What is human-in-the-loop machine learning? A world-class machine learning solution.

Machine Learning 73

Machine Learning Technology Cloud Algorithm 73

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Metadata 66

Metadata Bytes Entertainment Data Mining 66

Netflix Tech

DECEMBER 19, 2024

This followed a previous blog on the same topic. Frequently, practitioners want to experiment with variants of these flows, testing new data, new parameterizations, or new algorithms, while keeping the overall structure of the flow or flowsintact.

Machine Learning 81

Machine Learning Project Data Warehouse Coding 81

Netflix Tech

MARCH 14, 2023

By Guru Tahasildar , Amir Ziai , Jonathan Solórzano-Hamilton , Kelli Griggs , Vi Iyengar Introduction Netflix leverages machine learning to create the best media for our members. Some ML algorithms are computationally intensive. It also provided insights into query patterns and algorithms that were gaining traction among users.

Media 119

Media Building Algorithm Machine Learning 119

Knowledge Hut

MARCH 27, 2024

Over the last few decades, machine learning has fundamentally altered how systems function and decisions are made. These days, practically every industry effectively employs various machine learning ideas in one way or another. What is a Machine Learning cheat sheet?

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

RandomTrees

MARCH 10, 2025

Using Data to Gain Future Knowledge In order to evaluate past data and forecast future events, predictive analytics makes use of statistical models, machine learning, and data mining. Revenue Growth: Marketing teams use predictive algorithms to find high-value leads, optimize campaigns, and boost ROI.

Retail 52

Retail Data Governance Hospitality Banking 52

Edureka

NOVEMBER 28, 2023

OpenCV(open source computer vision library) is an open source computer vision and machine learning software library. OpenCV was build to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products. How To Install OpenCV?

Python 98

Python Algorithm Machine Learning Programming Language 98

Striim

JULY 23, 2024

Real-time data and machine learning are revolutionizing how hospitals operate and deliver care. Here’s everything you need to know about how hospitals can leverage advancements of machine learning in healthcare to streamline operations and modernize existing systems. What is Machine Learning in Healthcare?

Hospitality 52

Hospitality Healthcare Machine Learning Algorithm 52

Christophe Blefari

MARCH 4, 2023

I'll try to think about it in the following weeks to understand where I go for the third year of the newsletter and the blog. Rad my article — How to get started with dbt Machine Learning Saturday 🤖 Was it a boost ride? So thank you for that. Stay tuned and let's jump to the content.

Machine Learning 130

Machine Learning Data AWS Data Lake 130

phData: Data Engineering

JUNE 18, 2024

Machine learning (ML) is only possible because of all the data we collect. In this blog, we’ll explain why you should prepare your data before use in machine learning , how to clean and preprocess the data, and a few tips and tricks about data preparation. Why Prepare Data for Machine Learning Models?

Machine Learning 52

Machine Learning Algorithm Data Preparation Data Warehouse 52

Knowledge Hut

MARCH 19, 2024

In today's digital transformation era, machine learning has emerged as a transformative technology driving innovation across industries. Machine Learning Software Engineers are at the forefront of this revolution, applying their expertise to develop intelligent systems and algorithms.

Software Engineering 52

Software Engineering Software Engineer Machine Learning Engineering 52

Cloudera

JULY 27, 2021

Here in the virtual Fast Forward Lab at Cloudera , we do a lot of experimentation to support our applied machine learning research, and Cloudera Machine Learning product development. We believe the best way to learn what a technology is capable of is to build things with it.

Data Science 117

Data Science Machine Learning Python Deep Learning 117

Knowledge Hut

MARCH 15, 2024

What Does a Machine Learning Engineer Do? Businesses are gradually understanding the importance of machine learning and software automation. Globally, almost 69 million new machine learning job positions are expected to open up by 2027. If you are interested in learning more, please continue reading.

Machine Learning 52

Machine Learning Engineering Amazon Web Services Algorithm 52

Cloudera

JANUARY 7, 2021

However, collecting annotations for your use case is typically one of the most costly parts of the machine learning life cycle. These emerging categories may not contain enough examples for a traditional machine learning algorithm to learn from, making high-quality classification difficult or prohibitive. .

Machine Learning 107

Machine Learning Algorithm Deep Learning Designing 107

DareData

JUNE 11, 2024

Used by thousand of developers around the world, the library gained prominence since the release of ChatGPT and the introduction of deep learning into mainstream news headlines. We’ve learned how to work with non-linear activation functions and how to solve non-linear problems. Let’s start!

Algorithm 52

Algorithm Datasets Deep Learning Architecture 52

Netflix Tech

MARCH 7, 2023

by Varun Sekhri , Meenakshi Jindal , Burak Bacioglu Introduction At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. The Algorithm team improved their algorithm. in a video file.

Data Ingestion 109

Data Ingestion Management Algorithm Media 109

Knowledge Hut

JANUARY 18, 2024

In this article, I'll walk you through the fundamentals of Naive Bayes, a robust machine learning algorithm. Join me as we navigate the key aspects of Naive Bayes in the professional field of machine learning. Now the question is how you can use naive Bayes in machine learning.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

Striim

JUNE 4, 2024

With the help of real-time machine learning (ML) analytics, it’s possible to overhaul your decision-making processes to be more efficient, accurate, and fast. In this blog, we’ll walk you through everything you need to know about utilizing advanced real-time ML to make better business decisions. Here’s how to achieve this.

Machine Learning 52

Machine Learning Algorithm Healthcare Utilities 52

Netflix Tech

JULY 21, 2022

Since memory management is not something one usually associates with classification problems, this blog focuses on formulating the problem as an ML problem and the data engineering that goes along with it. Now we can use any multi-class classification algorithm?—?ANNs, ANNs, XGBoost, AdaBoost, ElasticNet with softmax etc.

Machine Learning 75

Machine Learning Datasets Big Data Data Pipeline 75

AltexSoft

AUGUST 25, 2021

Natural language processing or NLP is a branch of Artificial Intelligence that gives machines the ability to understand natural human speech. But today’s programs, armed with machine learning and deep learning algorithms, go beyond picking the right line in reply, and help with many text and speech processing problems.

Process 139

Process Deep Learning Datasets Machine Learning 139

Edureka

MARCH 26, 2025

In this blog, we’ll look at how DeepBrain AI is altering industries, increasing creativity, and opening up new possibilities in human-machine connection. DeepBrain AI is driven by powerful machine learning algorithms and natural language processing. Let’s plunge in! This is where DeepBrain AI comes in.

Education 45

Education Media Deep Learning Machine Learning 45

Cloudera

APRIL 13, 2022

So good, in fact, that machine learning (ML) algorithms can be trained to pick up patterns and anomalies that elude the human senses. . The post Becoming an AI-first Organization appeared first on Cloudera Blog. Computers are very good at this type of intelligence. It is the conduit to the outcome.

Data Collection 112

Data Collection Algorithm Machine Learning Education 112

Cloudera

NOVEMBER 3, 2021

While deep learning is an excellent use of the processing power of a graphics card, it is not the only use. According to a poll in Kaggle’s State of Machine Learning and Data Science 2020 , A Convolutional Neural Network was the most popular deep learning algorithm used amongst polled individuals, but it was not even in the top 3.

Deep Learning 117

Deep Learning Data Science Machine Learning Python 117

Knowledge Hut

NOVEMBER 19, 2023

Additionally, with the rise of machine learning models, programming robots to identify patterns and effectively apply what they learn has been a revolutionary breakthrough. This has given rise to machine learning for robotics, thus creating lucrative career options for candidates belonging to data science or computer science.

Machine Learning 52

Machine Learning Medical Healthcare Programming 52

Cloudera

SEPTEMBER 15, 2021

Deploying machine learning (ML) and analytics capabilities at the edge is what makes this possible. . ML can stop a transaction if the algorithm detects anomalous behavior indicative of fraud. Facebook and Twitter, for instance, have started using ML algorithms to detect and stop these types of activity.

Medical 120

Medical Retail Datasets Algorithm 120

Netflix Tech

JANUARY 25, 2023

An example for storing both time and space based data would be an ML algorithm that can identify characters in a frame and wants to store the following for a video In a particular frame (time) In some area in image (space) A character name (annotation data) Pic 1 : Editors requesting changes by drawing shapes like the blue circle shown above.

Algorithm 116

Algorithm Media Metadata Data Ingestion 116

Pinterest Engineering

SEPTEMBER 20, 2023

Machine Learning Engineer; Rohan Mahadev | Machine Learning Engineer II; Sujay Khandagale | Machine Learning Engineer II; Abhay Varmaraja | Machine Learning Engineer II Pinterest’s mission as a company is to bring everyone the inspiration to create a life they love. Pedro Silva | Sr.

Building 109

Building Pipeline-centric Machine Learning Datasets 109

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. This is because the coursework is updated frequently, and there are always new things to learn. Till then, pick a topic from this blog and get started on your next great computer science project.

Computer Science 111

Computer Science Coding Project Hospitality 111