AltexSoft

FEBRUARY 21, 2023

This blog post will delve into the challenges, approaches, and algorithms involved in hotel price prediction. We’ll also share what we learned from our experience building a price prediction module for Rakuten Travel. You can utilize publicly accessible datasets from Kaggle or other platforms that offer booking information for hotels.

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

ProjectPro

JANUARY 31, 2023

Data scientists and machine learning engineers often come across this scenario where the data for their project is not sufficient for training a machine learning model, often resulting in poor performance. Overfitting occurs when an ML model yields accurate results for training examples but not for unseen data.

Deep Learning 52

Deep Learning Datasets Machine Learning Data 52

Knowledge Hut

JUNE 20, 2023

Skills A data engineer should have good programming and analytical skills with big data knowledge. A machine learning engineer should know deep learning, scaling on the cloud, working with APIs, etc. Examples Pull daily tweets from the data warehouse hive spreading in multiple clusters.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52

AltexSoft

JULY 10, 2023

AI image generators utilize trained artificial neural networks to create images from scratch. AI image generators are trained on an extensive amount of data, which comprises large datasets of images. Through the training process, the algorithms learn different aspects and characteristics of the images within the datasets.

Medical 64

Medical Datasets Algorithm Entertainment 64

AltexSoft

MAY 12, 2021

The most advanced AI algorithms achieved the accuracy of almost 97 percent. Read our article Deep Learning in Medical Diagnosis to get more information about applications for AI in medical image analysis and barriers to adoption of machine learning in healthcare. Data de-identification / anonymization.

Medical 72

Medical Healthcare Datasets Machine Learning 72

ProjectPro

MAY 31, 2021

A big data project is a data analysis project that uses machine learning algorithms and different data analytics techniques on a large dataset for several purposes, including predictive modeling and other advanced analytics applications. There are open data platforms in several regions (like data.gov in the U.S.).

Big Data 52

Big Data Coding Project Hadoop 52

Netflix Tech

OCTOBER 18, 2019

As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides. jointly optimizing decrease in CPU utilization along with increase in user engagement.

Algorithm 50

Algorithm Architecture Machine Learning Deep Learning 50

Netflix Tech

OCTOBER 18, 2019

As with other traditional machine learning and deep learning paths, a lot of what the core algorithms can do depends upon the support they get from the surrounding infrastructure and the tooling that the ML platform provides. jointly optimizing decrease in CPU utilization along with increase in user engagement.

Algorithm 40

Algorithm Architecture Machine Learning Deep Learning 40

ProjectPro

AUGUST 24, 2021

Thus, as a learner, your goal should be to work on projects that help you explore structured and unstructured data in different formats. Data Warehousing: Data warehousing utilizes and builds a warehouse for storing data. A data engineer interacts with this warehouse almost on an everyday basis.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

ProjectPro

JANUARY 31, 2022

Moreover, numerous sources offer unique third-party data that is instantly accessible when needed. Provides Powerful Computing Resources for Data Processing Before inputting data into advanced machine learning models and deep learning tools, data scientists require sufficient computing resources to analyze and prepare it.

Architecture 52

Architecture IT Data Warehouse Amazon Web Services 52