Edureka

APRIL 24, 2024

Getting Trained on Data: To perform any task, first, the generative AI models need to be trained on massive datasets of existing content. This data can be retrieved from anything – books, blogs, pictures or images. Gen AI models can give biased results as they are trained on massive datasets.

Pharmaceutical 52

Pharmaceutical Manufacturing Datasets Algorithm 52

Knowledge Hut

MAY 1, 2024

All technologies are data-driven, and humongous amounts of data are produced on a daily basis. Data C leaning: It deals with gathering the data and structuring it so that it becomes easy to pass this data as input to any machine learning algorithm. It helps in generalizing the relationship to the entire dataset.

Data Science 52

Data Science Datasets Algorithm Machine Learning 52

AltexSoft

FEBRUARY 21, 2023

The key objective behind this task is to set the best booking prices to entice customers and ensure that hotels take full advantage of their business potential. This blog post will delve into the challenges, approaches, and algorithms involved in hotel price prediction. What is hotel price prediction?

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

Knowledge Hut

NOVEMBER 27, 2023

Data Science is a field that uses scientific methods, algorithms, and processes to extract useful insights and knowledge from noisy data. Learn Data Analysis with Python Now that you know how to code in Python start picking toy datasets to perform analysis using Python. This is where Data Science comes into the picture.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

Data Engineering Podcast

JULY 31, 2022

This is easy to achieve when you are working on small datasets, but as they scale up beyond what can fit on a single machine those short iterations quickly become long and tedious. What are some of the novel algorithms that you have had to design to support Arkouda’s objectives? Can you describe how Arkouda is implemented?

Data Analysis 100

Data Analysis MongoDB Scala Algorithm 100

ProjectPro

JANUARY 15, 2021

And honestly, there are a lot of real-world machine learning datasets around you that you can opt to start practicing your fundamental data science and machine learning skills, even without having to complete a comprehensive data science or machine learning course. Table of Contents What is a dataset in machine learning?

Datasets 40

Datasets Machine Learning Retail Banking 40

AltexSoft

MAY 5, 2023

AI in a nutshell Artificial Intelligence (AI) , at its core, is a branch of computer science that focuses on developing algorithms and computer systems capable of performing tasks that typically require human intelligence. Deep Learning is a subset of machine learning that focuses on building complex algorithms named deep neural networks.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

Edureka

SEPTEMBER 11, 2023

This thorough guide delves into the complex world of generative AI, exploring its technology, background, different subfields, practical uses, and ethical issues. By employing algorithms that pick up on the subtleties of the input or training data they are given, generative AI certainly provides a multifaceted approach to data generation.

Algorithm 52

Algorithm Entertainment Healthcare Deep Learning 52

AltexSoft

JUNE 21, 2023

The formula for vacation rental ADR is as follows: In the formula: the “total rental revenue represents the total revenue earned from a reservation, including daily rates and cleaning fee; the “number of nights booked” is the sum of all individual nights that guests have stayed or will stay at the property.

Hospitality 52

Hospitality Management Machine Learning Datasets 52

Knowledge Hut

MAY 2, 2024

Since then, Apache Spark has seen a very high adoption rate from top-notch technology companies like Google, Facebook, Apple, Netflix etc. It achieves this using abstraction layer called RDD (Resilient Distributed Datasets) in combination with DAG, which is built to handle failures of tasks or even node failures.

Scala 52

Scala Hospitality Healthcare Retail 52

Knowledge Hut

JANUARY 22, 2024

Financial technology, popularly referred to as FinTech, is one of the fastest-growing areas of technological innovation and is popular with venture capitalists. FinTech refers to a set of technologies that focus on new ways of providing banking and financial services to consumers. Why is Data Science So Important?

Data Science 52

Data Science Banking Big Data Insurance 52

ProjectPro

JULY 9, 2021

Suppose you’re among those fascinated by the endless possibilities of deep learning technology and curious about the popular deep learning algorithms behind the scenes of popular deep learning applications. Table of Contents Why Deep Learning Algorithms over Traditional Machine Learning Algorithms?

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Knowledge Hut

DECEMBER 21, 2023

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing Cloud computing research topics are getting wider traction in the Cloud Computing field. The NN-MOEA algorithm utilizes neural networks to optimize multiple objectives, such as planning, cost, and resource utilization.

Cloud Computing 52

Cloud Computing Cloud Algorithm Healthcare 52

ProjectPro

OCTOBER 28, 2021

Machine Learning is receiving so much traction because it reveals insightful facts from a given dataset that would not have been gained access to by using other tools. It simplifies complex problems by making probabilistic predictions for specific parameters in the dataset.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

NOVEMBER 11, 2021

Learn C++ for Computer Vision Best Books to Learn Computer Vision FAQs Q1. The Open Source Computer Vision Library contains more than 2500 real-time computer vision algorithms , detailed documentation, and sample code. This project allows you to implement some of the complex CV algorithms and concepts using the OpenCV library.

Programming Language 52

Programming Language Deep Learning Machine Learning Algorithm 52

ProjectPro

JANUARY 19, 2022

The first step is to work on cleaning it and eliminating the unwanted information in the dataset so that data analysts and data scientists can use it for analysis. Interact with the data scientists team and assist them in providing suitable datasets for analysis. This book has detailed chapters that have been divided into eight parts.

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

Edureka

JANUARY 18, 2024

This guide provides a comprehensive understanding of the essential skills and knowledge required to become a successful data scientist, covering data manipulation, programming, mathematics, big data, deep learning, and machine learning technologies. Table of Contents Introduction to Data Science What is Data Science? What is Data Science?

Data Science 40

Data Science Deep Learning NoSQL Machine Learning 40

Knowledge Hut

DECEMBER 26, 2023

According to reports by DICE Insights, the job of a Data Engineer is considered the top job in the technology industry in the third quarter of 2020. A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. Data Modeling using multiple algorithms. An exploratory study of the given data set.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

ProjectPro

DECEMBER 10, 2021

And one can easily comprehend the statistics if one considers the various industries (law enforcement, healthcare, education, finance, and technology) that can benefit from Business Intelligence tools. Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc.

Business Intelligence 52

Business Intelligence Coding Project BI 52

Rockset

MAY 8, 2023

Vector search is a method for efficiently finding and retrieving similar items from a large dataset based on representations of the data in a high-dimensional space. Embedded content: [link] Given a query, we can then find the most similar items in the dataset. What is vector search?

Metadata 52

Metadata Algorithm Datasets Google Cloud 52

AltexSoft

SEPTEMBER 19, 2023

Company’s booking website and mobile app allow you to track and collect a wealth of data, from web traffic information to user behavioral metrics (session duration, navigation paths, etc.), For instance, a notable expert in this domain, OAG , has a suite of air-related datasets, including historical flight data spanning 20 years.

Hospitality 52

Hospitality Machine Learning Data Governance BI 52

ProjectPro

FEBRUARY 25, 2022

It is a beautiful technique for implementing data science projects that allow businesses to increase their projects’ efficiency minimize the risk of introducing machine learning, artificial intelligence, and data-science-related technologies. The first step of cleaning the dataset is critical as a lot of time is spent here.

Deep Learning 52

Deep Learning Algorithm Machine Learning Data Science 52

Booking.com Engineering

DECEMBER 2, 2022

Booking Holdings, as a whole, spent $4.7 From a technical perspective, solving this requires machine learning and operational infrastructure at scale, which is processing performance feedback, assessing historical performance and after running algorithms, communicating results back to a search engine provider.

Systems 52

Systems Cloud MySQL Relational Database 52

Data Engineering Podcast

AUGUST 17, 2020

In this episode the creator and founder of TileDB shares how he first started working on the underlying technology and the benefits of using a single engine for efficiently storing and querying any form of data. If you hand a book to a new data engineer, what wisdom would you add to it? How is the built in data versioning implemented?

Data Engineering 100

Data Engineering Data Engineer Engineering Database Design 100

ProjectPro

JANUARY 17, 2022

The algorithms are designed to classify the given data points into n number of different classes based on patterns observed within the data. How to Solve a Multi-Class Classification Problem on an Imbalanced Dataset? Multi Class Classification Models and Algorithms 1. Binary Transformation 2.

Python 52

Python Algorithm Datasets Machine Learning 52

AltexSoft

JUNE 26, 2023

Data collection is a methodical practice aimed at acquiring meaningful information to build a consistent and complete dataset for a specific business purpose — such as decision-making, answering research questions, or strategic planning. Set up data storage technology. What is data collection? Find sources of relevant data.

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 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. It comes with in-built ML algorithms that do not require label data and leverages semantic search to simplify tasks. This dataset can be downloaded in two formats: Parquet and TAV.

AWS 52

AWS Coding Project Cloud Computing 52

Workfall

FEBRUARY 28, 2023

By far the most significant technology trend of this decade has been generative AI. The model is trained on a massive text dataset before being fine-tuned for specific tasks such as: Translation of a language Summarization of text Debugging code Answering questions, and so on. On November 30, 2022, OpenAI launched ChatGPT.

Datasets 62

Datasets Coding Algorithm Technology 62

ProjectPro

SEPTEMBER 29, 2021

Artificial intelligence or AI is a broad term used to refer to any technology that can make machines think and learn from tasks and solve problems like humans. Machine learning has algorithms that are used in natural language processing, computer vision , robotics more efficiently. Best NLP Books- What Data Scientists Must Read?

Machine Learning 52

Machine Learning Deep Learning Algorithm Datasets 52

AltexSoft

MARCH 28, 2022

In this article, we’ll focus on short-term rental data sourcing and analysis, and share our experience gained from cooperation with Japan’s largest booking platform Rakuten Travel , vacation rental market data provider Key Data , and other tech partners. Publicly available datasets. Airbnb instantly purchasable datasets.

Hospitality 52

Hospitality Business Intelligence Datasets Machine Learning 52

U-Next

AUGUST 16, 2022

Deep learning necessitates a sophisticated architecture of neural networks made up of numerous nodes, each engaging with one another in different directions, as opposed to Machine Learning, which merely needs a well-built dataset of training instances. The connections between each node aren’t particularly complicated on their own.

Deep Learning 52

Deep Learning Python Programming Language Machine Learning 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. In this ML project, you will learn to implement the random forest regressor and Xgboost algorithms to train the model.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

AUGUST 9, 2021

The best way to learn any technology or a programming language is to learn by doing. 1) Music Recommendation System on KKBox Dataset Music in today’s time is all around us. Music streaming services profit from recommendation algorithms as well. Dataset Description The dataset contains the metadata for users and songs.

Data Science 52

Data Science Python Project Datasets 52

AltexSoft

NOVEMBER 17, 2021

If you’ve ever been to a bookstore, you probably know the dilemma of the book location. So businesses employ machine learning (ML) and Artificial Intelligence (AI) technologies for classification tasks. Visual classification focuses on a visual structure of documents, employing computer vision and image recognition technologies.

Machine Learning 75

Machine Learning Insurance Medical Healthcare 75

ProjectPro

JULY 21, 2021

They are showing great interest in adopting cloud computing along with other technologies like non-human robots, artificial intelligence (AI), and encryption. All the numbers presented above suggest that there will be a huge demand for people who are skilled at implementing AI-based technologies.

Coding 52

Coding Project Deep Learning Algorithm 52

Knowledge Hut

OCTOBER 24, 2023

The purpose of data visualization projects is to identify patterns, trends, and anomalies or deviations in large datasets/big data (the main data for visualization projects); that otherwise would have been impossible. The reason is, visualizing complex algorithms is a lot easier to understand than numerical outputs.

Project 52

Project BI Datasets Big Data 52

Edureka

DECEMBER 27, 2023

In the dynamic landscape of technology development, prompt engineering emerges as a vital process, fine-tuning intricate models through precise instructions and expected outcomes. They are particularly useful in scenarios where quick and accurate information retrieval from large datasets or complex documents is required.

Engineering 40

Engineering Education Datasets Data Analysis 40