Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

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Datasets Metadata Algorithm Architecture 89

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.

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Pharmaceutical Manufacturing Datasets Algorithm 52

Knowledge Hut

JANUARY 18, 2024

In this article, I'll walk you through the fundamentals of Naive Bayes, a robust machine learning algorithm. Understanding conditional probability is crucial in various fields, aiding in decision-making, statistical analysis, and machine learning, where it plays a pivotal role in algorithms like Naive Bayes.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

Knowledge Hut

NOVEMBER 27, 2023

In fact, you reading this blog is also being recorded as an instance of data in some digital storage. Data Science is a field that uses scientific methods, algorithms, and processes to extract useful insights and knowledge from noisy data. It is also important to know the underlying math to understand the various ML algorithms.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

U-Next

MARCH 1, 2023

You can find many Artificial Intelligence applications in this blog that you can use as project ideas for your academic assignments or personal growth. Datasets are obtained, and forecasts are made using a regression approach. These bots employ AI algorithms to comprehend customer questions about credit cards, accounts, and loans.

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Project Medical Banking Healthcare 96

Knowledge Hut

MARCH 26, 2024

On the other hand, AI, compared to human intelligence, is a product of human-designed algorithms, computational power, and data processing capabilities. In this blog post, I will give you a detailed comparative analysis of AI vs HI. What is AI? AI lets machines analyze information, learn from data, and even make decisions.

Algorithm 52

Algorithm Deep Learning Education Datasets 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.

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Medical Retail Datasets Algorithm 115

Knowledge Hut

OCTOBER 26, 2023

In this blog, we'll explore a curated selection of beginner-friendly machine learning projects that will not only help you grasp the fundamentals but also inspire your passion for this ever-evolving technology. AI was once compared to the discovery of fire, a discovery that changed the human race forever.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Knowledge Hut

APRIL 25, 2024

In this blog post, we will discuss such technologies. Spark also supports SQL queries and machine learning algorithms. This is where algorithms are used to analyze the data and extract insights. These four fields are at the forefront of big data technology and are essential for understanding and managing large datasets.

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Big Data Technology NoSQL Hadoop 98

Knowledge Hut

MARCH 19, 2024

Machine Learning Software Engineers are at the forefront of this revolution, applying their expertise to develop intelligent systems and algorithms. In this blog, I will describe the role of a Machine Learning Software Engineer, their responsibilities, required skills, and the path to becoming one.

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Software Engineer Software Engineering Machine Learning Engineering 52

Pinterest Engineering

SEPTEMBER 20, 2023

These teams work together to ensure algorithmic fairness, inclusive design, and representation are an integral part of our platform and product experience. In this case, thousands of fashion Pins¹ publicly available on Pinterest are gathered to serve as the raw dataset. To explore and apply to open roles, visit our Careers page.

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Building Pipeline-centric Machine Learning Datasets 84

Knowledge Hut

JANUARY 24, 2024

This blog offers an exclusive glimpse into the daily rituals, challenges, and moments of triumph that punctuate the professional journey of a data scientist. The primary objective of a data scientist is to analyze complex datasets to uncover patterns, trends, and valuable information that can aid in informed decision-making.

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Database-centric Data Science Machine Learning Datasets 52

Towards Data Science

DECEMBER 1, 2023

The standard way to evaluate ANN indexes is to use a static workload benchmark , which consists of a fixed dataset and a fixed query set. Many vector databases are now measuring their performance using this approach in their tech blogs. We can compare different index setups (parameters, algorithms, etc.) Image by the author.

Database 52

Database Algorithm Datasets Kafka 52

RandomTrees

DECEMBER 12, 2023

It’s also a prerequisite for building novel algorithms for computer vision systems, but this is just a general talk. It has to function much faster than retinas, optic nerves, and visual cortex do because it uses cameras, data, and algorithms instead of retinas, optic nerves, and visual cortex. What is computer vision?

Datasets 52

Datasets Deep Learning Healthcare Algorithm 52

Knowledge Hut

MARCH 27, 2024

An algorithm design cheat sheet is a useful tool for engineers and machine learning specialists to prepare for managing algorithm design chores. Understanding the behavior of the data is essential before creating any algorithms. Scikit offers a large selection of machine-learning algorithms.

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

LinkedIn Engineering

DECEMBER 12, 2023

We say that an algorithm is differentially private if any result of the algorithm cannot depend too much on any single data record in a dataset. Hence, differential privacy provides uncertainty for whether or not an individual data record is in the dataset.

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Algorithm Metadata SQL Datasets 77

Knowledge Hut

DECEMBER 22, 2023

This blog offers a comprehensive explanation of the data skills you must acquire, the top data science online courses , career paths in data science, and how to create a portfolio to become a data scientist. Learn how to work with big data technologies to process and analyze large datasets.

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Portfolio Data Science Programming Language Scala 98

Knowledge Hut

NOVEMBER 27, 2023

Additionally, proficiency in probability, statistics, programming languages such as Python and SQL, and machine learning algorithms are crucial for data science success. A person with a die-hard passion to work on large datasets and to draw meaningful insights can definitely begin their journey in becoming a great data scientist.

Data Science 52

Data Science Datasets Machine Learning Portfolio 52

RandomTrees

APRIL 29, 2024

Advanced AI algorithms combined with big data analytics have revolutionized the way researchers model complex scenarios and optimize vehicle performance. By using machine learning algorithms, automotive engineers can analyze massive datasets generated from vehicle sensors, test fleets, and simulated environments.

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Transportation Manufacturing Algorithm Machine Learning 52

Knowledge Hut

JANUARY 23, 2024

It's like the hidden dance partner of algorithms and data, creating an awesome symphony known as "Math and Data Science." " So, get ready for a fun ride in this blog as we explore the fascinating world of math in data science. These concepts underpin many numerical algorithms used in data science.

Data Science 52

Data Science Algorithm Raw Data Data 52

RandomTrees

FEBRUARY 2, 2024

It creates summaries of large datasets and identifies anomalies in data. It supports keyword search in any type of document, such as a web page, PDF, email, or any other format. Generate: Cohere creates product descriptions, blog entries, and marketing materials. It uses GPT’s understanding of data structures and algorithms.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

Knowledge Hut

MARCH 15, 2024

Then, as you start working, you will utilize this knowledge to optimize vital ML systems and algorithms. Machine learning is a concept that merges with AI technology, helping computers to learn from existing datasets. Nevertheless, your responsibility goes beyond mere algorithm implementation as you are promoted to higher ranks.

Machine Learning 52

Machine Learning Engineering Amazon Web Services Algorithm 52

RandomTrees

JANUARY 22, 2024

Accelerating Drug Discovery Gen AI is changing the drug development process by using advanced algorithms to quickly and accurately identify potential drugs from large datasets. Large genomic datasets can be analyzed by GenAI algorithms, which can then be used to find genetic variations, correlations, and possible disease markers.

Medical 52

Medical Healthcare Datasets Electronics 52

Databand.ai

AUGUST 30, 2023

Data validation involves checking data for errors, inconsistencies, and inaccuracies, often using predefined rules or algorithms. Data accuracy methods include: Data validation: This involves implementing predefined rules or algorithms to detect errors, inconsistencies, and inaccuracies in data.

Data Integration 52

Data Integration Data Cleanse Data Validation Data Governance 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.

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Algorithm Entertainment Healthcare Deep Learning 52

Christophe Blefari

DECEMBER 31, 2023

Seriously, it seems it contains good tips to communicate to the algorithm. To finish the year Airflow team have released improvements to Datasets and a major step forward with the new Object Storage API that provides a generic abstraction over Cloud Storage to transfer data from one to another. Fast News ⚡️ Airflow 2.8

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Data Cloud Storage Datasets Python 100

ProjectPro

FEBRUARY 17, 2022

Similarly, in Machine learning, selecting the correct number of features for fitting a predictive model to a given dataset is essential. Feature Selection Algorithms How to do Feature Selection? Continue reading this blog to know more about them. Continue reading this blog to know more about them. Let us find out.

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Machine Learning Algorithm Datasets Banking 52

U-Next

JUNE 27, 2023

In this blog, we will explore concepts like ‘Intelligent Tutoring Systems’ and how AI is playing a key role in this field. This can be understood better by looking at the following dataset from the ‘RIID Answer Correctness Prediction’ competition hosted by Kaggle. Several AI-based algorithms can be used to solve this type of problem.

Education 52

Education Algorithm Datasets Machine Learning 52

Knowledge Hut

JULY 28, 2023

These labels provide context and meaning to the data, enabling machine learning algorithms to learn and make predictions. If some terminologies in the blog around Machine Learning seems unfamiliar to you, don’t worry we have the Best Data Science courses to help you out. What is Data Labeling for Machine Learning?

Machine Learning 52

Machine Learning Process Datasets Raw Data 52

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Till then, pick a topic from this blog and get started on your next great computer science project. designing an algorithm to improve the efficiency of hospital processes. Source Code: Weather Forecast App 3.

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Computer Science Coding Project Hospitality 111

Workfall

FEBRUARY 28, 2023

In this blog, we will cover: What Is ChatGPT? 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. How Does ChatGPT Function? Who Can Use ChatGPT?

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Datasets Coding Algorithm Technology 62

Knowledge Hut

MARCH 18, 2024

In this blog post, I will compare the roles of data analysts and project managers. It utilizes statistical analysis, machine learning algorithms, and data visualization techniques to uncover patterns, trends, and correlations within datasets. Big data platforms: Hadoop and Spark for processing and analyzing large datasets.

Data Analytics 52

Data Analytics Project Management Programming Language 52

AltexSoft

AUGUST 25, 2021

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. Machine learning (also called statistical ) methods for NLP involve using AI algorithms to solve problems without being explicitly programmed.

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Process Deep Learning Datasets Machine Learning 139

Data Engineering Weekly

JANUARY 21, 2024

A thorough quickstart guide, created in partnership with Snowflake, is available, complete with a sample dataset so you can test-drive the tool. link] Teads: Unit testing with dbt Teads' blog post discusses unit testing with dbt, highlighting its advantages and limitations, especially regarding macros.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

Snowflake

APRIL 20, 2023

When asked what trends are driving data and AI , I explained two broad themes: The first is seeing more models and algorithms getting productionized and rolled out in interactive ways to the end user. And second, with the power to be more pervasive than I can even imagine, is generative AI and LLMs.

Building 115

Building Unstructured Data Government Coding 115

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.

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Hadoop Project Datasets Big Data 52

Knowledge Hut

NOVEMBER 20, 2023

In this blog, I'll go into the interesting world of AI fraud detection, looking at how it works, its applications, benefits, and drawbacks. In essence, it's the use of AI anomaly detection algorithms, often covered in an Artificial Intelligence course for beginners , to analyze and identify suspicious activities or transactions.

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Insurance Banking Machine Learning Algorithm 52