DoorDash Engineering

FEBRUARY 15, 2023

Scoping out the business problem: optimizing food prep times Before our ML development journey starts we have to scope out the business problem and try to identify an opportunity for improvement. One example is around delayed food prep times that increase Dasher wait times. When do restaurants start preparing food?

Food 73

Food Machine Learning Architecture Building 73

Towards Data Science

FEBRUARY 16, 2024

Strategically enhancing address mapping during data integration using geocoding and string matching Many individuals in the big data industry may encounter the following scenario: Is the acronym “TIL” equivalent to the phrase “Today I learned” when extracting these two entries from distinct systems?

Food 94

Food Data Ingestion Python Data Science 94

Knowledge Hut

MAY 3, 2024

Apache Spark is a fast and general-purpose, cluster computing system. Cluster Computing: Efficient processing of data on Set of computers (Refer commodity hardware here) or distributed systems. Unification: Developers have to learn only one platform unlike multiple languages and tools in a traditional system.

Hadoop 98

Hadoop Scala Healthcare Big Data 98

Pinterest Engineering

MAY 25, 2023

Multi-stage diversification allows the mechanism to operate throughout the pipeline, from retrieval to ranking, to ensure that diverse content passes through all the stages of a recommender system, from billions of items to a small set that is surfaced in the application. These systems often comprise two major stages: retrieval and ranking.

Utilities 98

Utilities Food Machine Learning Algorithm 98

Knowledge Hut

NOVEMBER 27, 2023

For instance, sales of a company, medical records of a patient, stock market records, tweets, Netflix’s list of programs, audio files on Spotify, log files of a self-driven car, your food bill from Zomato, and your screen time on Instagram. These systems and methods can be applied to massive amounts of data.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

U-Next

FEBRUARY 26, 2023

In addition to being a leading e-commerce platform, Amazon has expanded its offerings with new services such as cloud computing services (AWS), advertising (Amazon Marketing Services), a digital music store (Amazon Music), and even a food delivery service called Prime Now. Average Salary per annum: INR 27 lakhs Number of Employees: 14.68

Data Science 98

Data Science Machine Learning Consulting Data Mining 98

U-Next

MARCH 12, 2023

Introduction The massive amounts of big data, the pace and scalability of cloud computing platforms, and the evolution of advanced machine learning algorithms have resulted in AI advances. The positive contribution of AI systems leads to better healthcare, education, and infrastructure.

Government 75

Government Algorithm Food Utilities 75

Data Engineering Weekly

FEBRUARY 5, 2023

Google: Google Research, 2022 & beyond: ML & computer systems Google continues to write about its advancement in AI, and this week’s publication talks about the advancement of distributed systems for ML & hardware acceleration. The blog is an excellent overview of problems with floating points and integer data types.

Data Engineering 57

Data Engineering Data Engineer Engineering Food 57

Edureka

JULY 18, 2024

It understands concepts like ambiguity and nuance – the two biggest blindspots of traditional computer systems This shift from generic AI to context-aware systems paves the way for a more natural and effective human-machine interaction. Think about a smart home system. Enroll in Edureka’s Generative AI Course.

Systems 40

Systems Retail Food Education 40

Knowledge Hut

OCTOBER 27, 2023

Make sure your projects cover all the fundamentals of machine learning, such as regression, classification algorithms, and clustering. With a solid foundation, you'll be able to quickly learn, enforce, and react to different models and algorithms. It is possible to create an automated diabetic retinopathy screening system.

Data Science 96

Data Science Coding Project Datasets 96

ProjectPro

NOVEMBER 18, 2021

Walmart runs a backend algorithm that estimates this based on the distance between the customer and the fulfillment center, inventory levels, and shipping methods available. The supply chain management system determines the optimum fulfillment center based on distance and inventory levels for every order.

Data Science 52

Data Science Project Food Pharmaceutical 52

Data Engineering Weekly

DECEMBER 18, 2023

Lorin Hochstein: “Human error” means they don’t understand how the system worked The post is not directly related to Data Engineering but system operations in general. Visit rudderstack.com to learn more. It is great to see an internal tech talk with a series focus on data engineering.

Data Engineering 67

Data Engineering Data Engineer Engineering Food 67

ProjectPro

JANUARY 31, 2023

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. These days, insurers can examine the client's food habits and lifestyle preferences.

Insurance 75

Insurance Machine Learning Project Algorithm 75

Data Engineering Weekly

AUGUST 13, 2023

🔍 [link] Meta: Scaling the Instagram Explore recommendations system AI plays an important role in what people see on Meta’s platforms. Meta writes about mult—stage ranking approach with several well-defined stages, each focusing on different objectives and algorithms.

Data Engineering 52

Data Engineering Data Engineer Engineering Food 52

Netflix Tech

DECEMBER 13, 2018

We select the freshest and best encoding technologies so that you can savor our content, from the satiating cinematography of Salt Fat Acid Heat to the gorgeous food shots of Chef’s Table. DO, as originally presented, is a non-real-time, computationally expensive algorithm. or reflect the kind of content for the application at hand.

Coding 82

Coding Media Algorithm Food 82

ProjectPro

SEPTEMBER 27, 2021

OpenCV Project Idea # Selfie Capture System If you are looking for easy OpenCV projects that are fun to implement, we highly recommend working on this project. ’s method of colouring images using a deep learning algorithm. The idea is to make a fruit detection system, but that’s not all to it.

Project 52

Project Deep Learning Algorithm Food 52

DoorDash Engineering

JANUARY 4, 2023

Essentially, people eat with their eyes and images can tell them a lot about the food’s cuisine, type of restaurant, quality of food, nutritional information, price range, and more. To introduce exploration, we used a multi-arm bandit algorithm to implement the Image EnE model.

Machine Learning 52

Machine Learning Food Algorithm Building 52

Knowledge Hut

NOVEMBER 28, 2023

The World Bank Open Data provides free and direct access to global development data such as governance indicators, food price inflation estimates by country, child mortality, women in education, access to electricity, climate change, extreme poverty, etc. Nowadays, recommender systems are in use everywhere. Link to Dataset 4.

Datasets 96

Datasets Data Science Project Machine Learning 96

Knowledge Hut

JUNE 16, 2023

AI systems work by consuming vast volumes of labelled training data, analyzing the data for correspondence and patterns, and then using these patterns to forecast future states. New generative AI algorithms can deliver realistic text, graphics, music and other content.

Engineering 52

Engineering Deep Learning Software Engineer Software Engineering 52

AltexSoft

DECEMBER 15, 2021

On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. It boosts the performance of ML specialists relieving them of repetitive tasks and enables even non-experts to experiment with smart algorithms.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc. to estimate the costs.

Business Intelligence 52

Business Intelligence Coding Project BI 52

Monte Carlo

AUGUST 31, 2023

The machine learning algorithm that determines how much weight or significance to assign to each feature is often romanticized as the secret sauce, but feature selection, engineering, and quality control is often just as, if not more, important to a successful deployment. This precludes more advanced algorithmic functionality.

SQL 64

SQL Data Science Machine Learning Algorithm 64

Lyft Engineering

MARCH 12, 2024

Model The model’s action space covers four different news article categories: [“politics”, “sports”, “music”, “food”]. The exploration algorithm is epsilon greedy with 20% exploration. RL Platform System Architecture There are two entry points for adding models to the system.

Algorithm 73

Algorithm Machine Learning Datasets Food 73

ProjectPro

DECEMBER 17, 2021

Furthermore, solving difficult problems in data science not only prepares you for the future but also teaches you the latest tools, techniques, algorithms and packages that have been introduced in the industry. And to decide which individual or firm should be allowed to lend money or not, banks use credit scoring algorithms.

Data Science 52

Data Science Medical Machine Learning Algorithm 52

Knowledge Hut

DECEMBER 26, 2023

Blockchain is a disruptive technology compared to conventional database systems; therefore, no single party has control over it. Furthermore, as this data is dispersed across an extensive network of unrelated computers and systems, anybody can access, verify, and audit the data and transactions on the Blockchain's ledger.

Technology 52

Technology Food Manufacturing Banking 52

ProjectPro

OCTOBER 18, 2021

Machine Learning Projects are the key to understanding the real-world implementation of machine learning algorithms in the industry. Recommender System Projects Have you ever seen movies or web series on online streaming platforms? It contains all the attributes you need to build your stock price prediction system.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

DareData

JULY 29, 2020

We have heard news of machine learning systems outperforming seasoned physicians on diagnosis accuracy, chatbots that present recommendations depending on your symptoms , or algorithms that can identify body parts from transversal image slices , just to name a few. What makes a good Data Pipeline?

Data Pipeline 52

Data Pipeline Healthcare Medical Pipeline-centric 52

ProjectPro

AUGUST 28, 2021

Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems. Usually, food order dropouts occur due to the shortage of drivers and the corresponding surge prices.

Portfolio 52

Portfolio Project Datasets Algorithm 52

Picnic Engineering

NOVEMBER 25, 2024

To solve this, we developed a system that recalculates ingredient amounts dynamically while accounting for practical considerations like rounding and real-world cooking scenarios, such as simplifying ingredient quantities to avoid unnecessary complexity, ensuring they are easy to measure and use.

Food 40

Food Systems Algorithm Designing 40

Knowledge Hut

MAY 2, 2024

The order management system pushes the order status to the queue(could be Kafka) from where Streaming process reads every minute and picks all the orders with their status. MLlib has multiple algorithms for Supervised and Unsupervised ML which can scale out on a cluster for classification, regression, clustering, collaborative filtering.

Scala 52

Scala Hospitality Machine Learning Healthcare 52

Pinterest Engineering

OCTOBER 12, 2022

Growing up, Pinterest was always my go-to social media platform, as it inspired me with new ideas for food, fashion, design, or anything creative! As for me, I had the opportunity to collaborate with two other engineers on my team to build a model management system as a replacement to the decentralized and manual process being used prior.

Software Engineer 52

Software Engineer Software Engineering Engineering Recruitment 52

Knowledge Hut

APRIL 25, 2024

Information Technology uses computer systems or devices to access information. This system is responsible for a large portion of any workforce, business operation, and other personal access information comprising an individual's daily activities. It is looked after by the Database Management System (DBMS). They are: 1.

Technology 52

Technology Recruitment Media Cloud Computing 52

ProjectPro

JANUARY 28, 2022

In data science, algorithms are usually designed to detect and follow trends found in the given data. Systems are already in place in most major banks where the authorities are alerted when unusually high spending or credit activity occurs on someone’s account.

Machine Learning 52

Machine Learning Python Algorithm Datasets 52

Knowledge Hut

OCTOBER 26, 2023

You can develop voice-enabled applications that can do different tasks like booking a hotel room, ordering food, or playing music. Content Recommendation System You can build a content recommendation system using Amazon SageMaker, a machine learning service offered by AWS. Source Code: GitHub 4. Source Code: GitHub 5.

AWS 52

AWS Coding Project Cloud Computing 52

Knowledge Hut

JANUARY 18, 2024

Data scientists also work with artificial intelligence algorithms that automate product recommendations or fraud detection processes. With the increasing advent of technological developments, various tech-based food savers see continuous demand growth. The computer science part includes algorithms and software engineering.

Data Science 52

Data Science Computer Science Programming Language NoSQL 52

Monte Carlo

FEBRUARY 21, 2023

Reduced reliance on IT Integral to a data fabric is a set of pre-built models and algorithms that expedite data processing. The company famously and successfully digitized its business, enabling customers to order food, track delivery status, earn rewards, and more via the company’s website and app.

Data Architecture 52

Data Architecture Architecture Metadata Unstructured Data 52

Monte Carlo

FEBRUARY 21, 2023

Reduced reliance on IT Integral to a data fabric is a set of pre-built models and algorithms that expedite data processing. The company famously and successfully digitized its business, enabling customers to order food, track delivery status, earn rewards, and more via the company’s website and app.

Data Architecture 52

Data Architecture Architecture Metadata Unstructured Data 52