Knowledge Hut

APRIL 23, 2024

Big data encompasses a lot of unstructured and structured data originating from diverse sources such as social media and online transactions. Entails employing algorithms like classification, clustering, and the like for extracting relationships and patterns from data. to glean useful insights from data.

Data Mining 52

Data Mining Big Data Database-centric Unstructured Data 52

Knowledge Hut

JUNE 25, 2024

Python Data Science Handbook: Tools and Techniques for Developers The "Python Data Science Handbook Essential Tools for Working With Data" is the best book to learn python for data science, written by Jake Vander Plas and released by O'Reilly Media, Inc. Downey and was published by O'Reilly Media, Inc.

Data Science 97

Data Science Python Hadoop Media 97

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?

Machine Learning 40

Machine Learning Datasets Retail Banking 40

Christophe Blefari

MARCH 22, 2024

Capslocks and repetitions to make the algorithm understand. OpenAI closing partnerships with major newspapers in Europe — After Axel Springer in Germany , they sign with Prisma Media which groups Le Monde (France), El País (Spain) and the Huffington Post (worldwide). go check what the algorithm prepared for you.

Electronics 130

Electronics Media Data Python 130

Knowledge Hut

APRIL 25, 2024

Recognizing the difference between big data and machine learning is crucial since big data involves managing and processing extensive datasets, while machine learning revolves around creating algorithms and models to extract valuable information and make data-driven predictions.

Machine Learning 52

Machine Learning Big Data Unstructured Data Data Mining 52

ProjectPro

MARCH 5, 2021

The invisible pieces of code that form the gears and cogs of the modern machine age, algorithms have given the world everything from social media feeds to search engines and satellite navigation to music recommendation systems. You can download this Kaggle Dataset from here - TMDB 5000 Movie Kaggle Dataset.

Algorithm 40

Algorithm Systems Python Datasets 40

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? What is Deep Learning?

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Knowledge Hut

OCTOBER 26, 2023

Machine learning is a branch of AI; it's all about creating an algorithm, analyzing data, learning from data, process ing data, and identifying and applying patterns to data with minimal intervention by human s. It includes the UCI machine learning repository and dataset.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Towards Data Science

OCTOBER 29, 2024

Since most machine learning algorithms are optimized for numerical data, transforming categorical data into numerical form is essential. Consider a dataset with 2,000 unique IDs, each ID linked to one of only three countries. Indonesian Domestic Flights Dataset [1] Using an example from Fig 1.

Datasets 59

Datasets Machine Learning Data Science Media 59

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. What Is Data Science?

Programming Language 98

Programming Language Data Science Programming Java 98

Knowledge Hut

OCTOBER 27, 2023

This would help you lead teams, build predictive models, identify trends, and provide recommendations to management based on findings from the data analysed using advanced statistics, machine learning algorithms, mathematical models, and techniques. Code example and the link to the dataset for this project can be found in this source code.

Data Analytics 52

Data Analytics Coding Project Medical 52

Cloudera

SEPTEMBER 15, 2021

The edge is a critical component of many digital transformation implementations, and particularly IoT deployments, for three main reasons — immediacy, fast-changing datasets and scalability. ML can stop a transaction if the algorithm detects anomalous behavior indicative of fraud.

Medical 119

Medical Retail Datasets Algorithm 119

Knowledge Hut

MAY 31, 2023

Sales Analysis Source Code Dataset Customer Review Sentiment Analysis It is the process of determining the emotional state of customers after they purchase or use the products. Reviews Sentiment Source Code Dataset Market Basket Analysis It involves the analysis of the correlation between the ales of different products when combined.

Project 52

Project Datasets Media Python 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 Algorithm 97

Edureka

JUNE 12, 2024

It takes into account factors such as viewership patterns, timing, and social media buzz to effectively spread the word about its latest shows and movies. This includes leveraging AI algorithms to analyze vast amounts of data, automate repetitive tasks, personalize marketing campaigns, and enhance customer experiences.

IT 52

IT Media Algorithm Retail 52

U-Next

MARCH 1, 2023

Applications Social Media Companies Healthcare Apps Self-Driving Vehicle Companies like Google and Tesla have been active in this industry for a while. Datasets are obtained, and forecasts are made using a regression approach. You must create an algorithm to ascertain how many units are sold every day.

Project 96

Project Medical Banking Healthcare 96

Knowledge Hut

APRIL 25, 2024

Spark also supports SQL queries and machine learning algorithms. This can include everything from social media posts to sensor readings. This is where algorithms are used to analyze the data and extract insights. It includes features such as text analytics and social media analytics.

Big Data 98

Big Data Technology Hadoop NoSQL 98

Knowledge Hut

AUGUST 16, 2024

Data Science is all about dealing with huge datasets, finding trends and patterns, analysis of data, number crunching, and these are derived from the field of Mathematics and Statistics. They are the core of Machine Learning algorithms and are used to analyze data, build models and draw conclusions.

Data Science 52

Data Science Hadoop Unstructured Data Programming Language 52

Databand.ai

JULY 6, 2023

A data anomaly, also known as an outlier, is an observation or data point that deviates significantly from the norm, making it inconsistent with the rest of the dataset. Unintentional anomalies can distort the dataset, making it challenging to derive accurate insights.

Datasets 52

Datasets Algorithm Machine Learning Data Analysis 52

U-Next

NOVEMBER 25, 2022

Machine Learning algorithms can help overcome these challenges by automatically detecting patterns in the data. . Together they can help machines learn how to recognize patterns in complex datasets and make valuable predictions. By using Machine Learning algorithms, it’s possible to identify patterns in data that indicate fraud.

Machine Learning 52

Machine Learning Big Data Deep Learning Algorithm 52

Knowledge Hut

APRIL 23, 2024

Go for the best Big Data courses and work on ral-life projects with actual datasets. Risk Management: By using big data to analyze a variety of datasets, risks associated with credit scoring, investment portfolios, and market volatility may be assessed and managed, assisting in the development of efficient risk reduction techniques.

Big Data 52

Big Data Recruitment Retail Transportation 52

phData: Data Engineering

JUNE 18, 2024

As you collect the data, be mindful of certain biases in the data collection process, such as: Sampling Bias occurs when the sample you take isn’t representative of the entire population you’re interested in, such as when only surveying active people on social media. or types of customers (new, loyal, churned).

Machine Learning 52

Machine Learning Algorithm Data Preparation Datasets 52

ProjectPro

OCTOBER 18, 2021

Machine Learning Projects are the key to understanding the real-world implementation of machine learning algorithms in the industry. Recommendation engines are popular in media, entertainment, and shopping. Dummy datasets like univariate time-series datasets, shampoo sales datasets, etc., Let the FOMO kick in!

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

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. Recognising Patterns: The algorithm then recognises patterns and relationships between various data sets based on all the retrieved training data.

Pharmaceutical 52

Pharmaceutical Manufacturing Algorithm Datasets 52

RandomTrees

JUNE 17, 2024

This article looks into AI’s different uses in financial fraud detection, with a focus on techniques involving anomaly detection, machine learning algorithms, and real-time data analysis that help safeguard the credibility of financial systems. It includes identifying unusual behaviors or patterns within datasets.

Banking 52

Banking Deep Learning Finance Machine Learning 52

Edureka

SEPTEMBER 11, 2023

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. It accomplishes this through complex algorithms and neural network architectures, and it has vast potential across many fields.

Algorithm 52

Algorithm Entertainment Deep Learning Healthcare 52

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. What Is Data Science?

Programming Language 75

Programming Language Data Science Programming Java 75

Knowledge Hut

JUNE 26, 2023

In a nutshell, this initiative uses social media data to provide real-time market sentiment predictions. Moreover, this project concept should highlight the fact that there are many interesting datasets already available on services like GCP and AWS. The vast majority of the data comes from outside sources like social media websites.

Data Engineer 98

Data Engineer Data Engineering Coding Project 98

Databand.ai

JULY 6, 2023

Real-time processing is important for applications such as fraud detection, social media monitoring, and IoT analytics. Data Science and Machine Learning Data scientists heavily depend on high-quality datasets to train their machine learning models.

Data Pipeline 52

Data Pipeline Data Science Raw Data Media 52

Knowledge Hut

MAY 31, 2023

Artificial intelligence has had a profound impact on our daily lives, and we employ AI whenever you look through social media, open Spotify, or conduct a fast Google search. The privacy and security of patient data and ensuring that AI algorithms are accurate, dependable, and impartial must be overcome.

Project 96

Project Healthcare Deep Learning Transportation 96

Edureka

MAY 31, 2024

Generative AI works by learning patterns and structures from a dataset and then using that knowledge to produce new content that resembles the data it was trained on. For example, a generative AI model trained on a dataset of human faces can generate new, realistic-looking faces that have never been seen before. Rephrase.ai

Education 95

Education Algorithm Coding Deep Learning 95

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

Edureka

APRIL 17, 2023

Social Media Sentiment Analysis: Social media sentiment analysis involves analyzing social media data to determine the sentiment or opinion of users about a particular product or service. This project involves working with a given dataset to understand the relationships between different variables and identify trends over time.

Portfolio 40

Portfolio Data Analytics Project Data Mining 40

Netflix Tech

JANUARY 30, 2023

In a previous blog post we explained how our artwork personalization algorithm can pick the best image for each member, but how do we create a good set of images to choose from? The role of promotional artwork Great promotional media helps viewers discover titles they’ll love.

Algorithm 104

Algorithm Media Machine Learning Designing 104

Knowledge Hut

MAY 2, 2024

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. Apache Spark has a framework for both i.e. Spark Streaming to handle Streaming using micro batches and DStreams and Structured Streaming using Datasets and Data frames.

Scala 52

Scala Hospitality Healthcare Machine Learning 52

Knowledge Hut

JANUARY 16, 2024

It is the realm where algorithms self-educate themselves to predict outcomes by uncovering data patterns. It has no manual coding; it is all about smart algorithms doing the heavy lifting. The algorithms learn from environmental feedback to enhance recommendations based on your current habits. What Is Machine Learning?

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

Knowledge Hut

DECEMBER 28, 2023

Hadoop is a popular open-source framework that stores and processes large datasets in a distributed manner. Organizations are increasingly interested in Hadoop to gain insights and a competitive advantage from their massive datasets. Hadoop is widely used because it can store and analyze large datasets in a decentralized manner.

Hadoop 52

Hadoop Project Datasets Big Data 52