Towards Data Science

MARCH 29, 2023

Turbo and GPT-4 to categorize datasets without the need for labeled data or model training, by prompting the model with data excerpts and category definitions. Oh, and I also recently got early access to GPT-4 and wanted to take it for a bit of a spin! ? … Is the Dataset in an Approved Category? Using GPT-3.5-Turbo

Datasets 62

Datasets Food Retail Hospitality 62

Knowledge Hut

OCTOBER 30, 2023

Top 12 Natural Language Processing (NLP) Projects with Source Code We will be discussing top natural language processing projects to become industry ready, solve real-life case studies impacting business and get hands-on with it. The dataset taken is StackOverflow. Source Code 2. Source Code 3. Source Code 4.

Coding 52

Coding Project Datasets Machine Learning 52

AltexSoft

OCTOBER 18, 2022

In this post, we’ll briefly discuss challenges you face when working with medical data and make an overview of publucly available healthcare datasets, along with practical tasks they help solve. At the same time, de-identification only encrypts personal details and hides them in separate datasets. Medical datasets comparison chart .

Medical 52

Medical Datasets Machine Learning Hospitality 52

AltexSoft

OCTOBER 26, 2023

Recent advancements in artificial intelligence (AI) have introduced smart tools revolutionizing coding. This article will define AI coding, explore its main benefits and features, and evaluate five notable AI coding tools. What is AI coding? Generative AI is, in turn, a subset of deep learning. Boosted productivity.

Coding 52

Coding Programming Language Deep Learning Java 52

Knowledge Hut

FEBRUARY 29, 2024

Then, based on this information from the sample, defect or abnormality the rate for whole dataset is considered. Hypothesis testing is a part of inferential statistics which uses data from a sample to analyze results about whole dataset or population. According to a database model, the organization of data is known as database design.

Data Science 98

Data Science Datasets Database Design Machine Learning 98

Knowledge Hut

OCTOBER 30, 2023

This article will provide big data project examples, big data projects for final year students , data mini projects with source code and some big data sample projects. Let's check some big data analytics projects and big data analytics projects with source code. Let’s check some big data projects with source code.

Big Data 52

Big Data Coding Project Medical 52

Edureka

MARCH 28, 2023

History of GPT GPT-4 unveiled Access to GPT-4 Benchmarks of GPT-4 Limitations of GPT-4 What is GPT-4? History of GPT GPT-4 unveiled Access to GPT-4 Benchmarks of GPT-4 Limitations of GPT-4 What is GPT-4? History of GPT The first GPT model was made public by OpenAI, and it was trained using the Common Crawl, a sizable text dataset.

IT 98

IT Datasets Machine Learning Accessible 98

Knowledge Hut

NOVEMBER 16, 2023

Columnar databases flip the dataset which makes it easy to perform operations. Amazon Redshift was made to handle database migrations and large scale datasets. Amazon Redshift does the same for big data analytics and data warehousing. It is the fastest-growing service offered by the AWS. But what exactly is Amazon Redshift?

IT 52

IT Bytes AWS Data Warehouse 52

Ascend.io

SEPTEMBER 5, 2023

Customers can now process their native code inside Snowflake, essentially bringing the compute to the data. Runtimes User-Defined Functions (UDFs) : Go beyond traditional boundaries by executing custom code written in Python, Java, or Scala directly inside Snowflake. What Is Snowflake Snowpark?

IT 59

IT Scala Java Programming Language 59

Snowflake

APRIL 24, 2024

Members of the Snowflake AI Research team pioneered systems such as ZeRO and DeepSpeed , PagedAttention / vLLM , and LLM360 which significantly reduced the cost of LLM training and inference, and open sourced them to make LLMs more accessible and cost-effective for the community. license provides ungated access to weights and code.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Netflix Tech

OCTOBER 16, 2019

By Ammar Khaku Introduction In a microservice architecture such as Netflix’s, propagating datasets from a single source to multiple downstream destinations can be challenging. One example displaying the need for dataset propagation: at any given time Netflix runs a very large number of A/B tests.

Datasets 75

Datasets Metadata Bytes Machine Learning 75

ProjectPro

AUGUST 30, 2022

Top 5 Loan Prediction Datasets to Practice Loan Prediction Projects Univ.AI Top 5 Loan Prediction Datasets to Practice Loan Prediction Projects Univ.AI Let's look at some of these datasets. Top 5 Loan Prediction Datasets to Practice Loan Prediction Projects 1. Loan Prediction Dataset Based on Customer Behavior This Univ.AI

Machine Learning 52

Machine Learning Coding Project Datasets 52

Knowledge Hut

NOVEMBER 2, 2023

Deploying a Static Website on Amazon S3 Difficulty Level: Beginner Source Code: Deploying a Static Website Deploying a static website with Amazon Simple Storage Service (Amazon S3) is a straightforward yet instructive AWS cloud practitioner project. It helps in evaluating what went well and identifying areas for future improvement.

AWS 52

AWS Coding Cloud Project 52

ProjectPro

DECEMBER 10, 2021

10 Unique Business Intelligence Projects with Source Code for 2023 For the convenience of our curious readers, we have divided the projects on business intelligence into three categories so that they can easily pick a project on the basis of their previous experience with BI techniques. Sounds like a huge responsibility, doesn’t it?

Business Intelligence 52

Business Intelligence Coding Project BI 52

Marc Lamberti

SEPTEMBER 22, 2023

Let’s imagine you have the following data pipeline: In a nutshell, this data pipeline trains different machine learning models based on a dataset and the last task selects the model with the highest accuracy. To access XComs, go to the user interface, then Admin and XComs. and put the code in it. How to use XCom in Airflow?

MySQL 246

MySQL Data Pipeline Database Python 246

ProjectPro

NOVEMBER 17, 2021

Instead, working on a sentiment analysis project with real datasets will help you stand out in job applications and improve your chances of receiving a call back from your dream company. Table of Contents Top Sentiment Analysis Project Ideas With Source Code Using Machine Learning What is Sentiment Analysis? What is Sentiment Analysis?

Coding 52

Coding Project Entertainment Datasets 52

ProjectPro

FEBRUARY 28, 2022

This article will discuss the source code of a Facial Expression Recognition Project in Python. The facial emotion recognition project solution codes are widely used to automate clicking selfies. Before we jump on to the code, allow us to give you a fair idea of the dataset. Can we really do that? The answer is YES!

Coding 52

Coding Project Deep Learning Datasets 52

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

Cloudera

APRIL 1, 2024

This recognition is a testament to our vision and ability as a strategic partner to deliver an open and interoperable Cloud data platform, with the flexibility to use the best fit data services and low code, no code Generative AI infused practitioner tools.

Cloud 104

Cloud Unstructured Data Metadata Datasets 104

Snowflake

JUNE 28, 2023

At this year’s Summit, we are excited to announce a series of advancements to Snowpark runtimes and libraries, making the deployment and processing of non-SQL code in Snowflake even simpler, faster, and more secure. Snowpark — Set of libraries and runtimes for secure deployment and processing of non-SQL code on the Snowflake Data Cloud.

Python 52

Python Accessible Accessibility Pipeline-centric 52

ProjectPro

SEPTEMBER 27, 2021

The training dataset is ready and made available for you for most of these beginner-level object detection projects. You can use the flowers recognition dataset on Kaggle to build this model. The flowers recognition dataset consists of multiple pictures with different types of flowers.

Coding 52

Coding Project Datasets Retail 52

Cloudera

MAY 23, 2024

Open LLMs i.e. models whose code and datasets have been shared with the community, have been a game changer in enabling enterprises to adapt LLMs, however pre-trained LLMs tend to perform poorly on enterprise-specific information searches.

Systems 78

Systems Building Management Data Lake 78

AltexSoft

MARCH 14, 2023

That’s why some MDS tools are commercial distributions designed to be low-code or even no-code, making them accessible to data practitioners with minimal technical expertise. A data stack, in turn, focuses on data : It helps businesses manage data and make the most out of it. Modern data stack architecture.

IT 59

IT Data Warehouse Data Governance Data Lake 59

Christophe Blefari

APRIL 14, 2023

AI News 🤖 Yann le Cun did a 10 minutes interview at a major French radio. If you want to read the French transcript you can do it here. Mainly what he says: There is no doubt in the fact that one day there will be machines at least as intelligent as human. But ChatGPT isn't, it gives the impression but it is not. Technology shift jobs.

Datasets 130

Datasets Data Deep Learning SQL 130

Ascend.io

DECEMBER 19, 2023

Time Travel and Fail-safe : Offers historical data access and extra protection, enabling you to retrieve past states of data and safeguard against accidental data loss or corruption. If you’re working with Snowflake or just starting to explore its capabilities, you might be wondering: Do I really need ETL for Snowflake?

ETL Tools 52

ETL Tools IT Data Pipeline Data Warehouse 52

ProjectPro

AUGUST 24, 2021

Explore different types of Data Formats: A data engineer works with various dataset formats like.csv,josn,xlx, etc. They are also often expected to prepare their dataset by web scraping with the help of various APIs. Within no time, most of them are either data scientists already or have set a clear goal to become one.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

ProjectPro

FEBRUARY 5, 2021

Nonetheless, it is an exciting and growing field and there can't be a better way to learn the basics of image classification than to classify images in the MNIST dataset. Table of Contents What is the MNIST dataset? Test the Trained Neural Network Visualizing the Test Results Ending Notes What is the MNIST dataset?

Datasets 40

Datasets Deep Learning Medical Algorithm 40

Towards Data Science

MAY 14, 2024

In Part 2, I would provide a walkthrough of the Terraform setup showing how to implement the least access control when provisioning Dataform. Similar to how a branch is created from GitHub main, a new Dataform development workspace would checkout an editable copy of main Dataform repo code. sqlx scripts with Javascript .js

Data Pipeline 71

Data Pipeline Coding Raw Data Accessible 71

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. None of this would have been possible without the application of big data.

Big Data 52

Big Data Coding Project Hadoop 52

Netflix Tech

NOVEMBER 9, 2020

Due to the loose coupling, we observed that many teams spent considerable effort building duplicative data-fetching code and aggregation layers to support their product needs. Studio API used GraphQL as its underlying API technology and created significant leverage for accessing core shared data. 1) Single-use aggregation layers?

IT 143

IT Architecture Engineering Building 143

Azure Data Engineering

JULY 16, 2022

As seen in the screenshot below, the main settings for the web activity are as follows: Azure Data Factory: Web Activity URL: This is the REST API endpoint address that we would like to access/invoke. Datasets: Datasets that we would like to pass to the REST API. Method: REST API method for the endpoint e.g. GET, POST, PUT etc.

Datasets 130

Datasets Certification Data Coding 130

Ascend.io

NOVEMBER 28, 2023

The terms ‘data orchestration’ and ‘data pipeline orchestration’ are often used interchangeably, yet they diverge significantly in function and scope. Data orchestration refers to a wide collection of methods and tools that coordinate any and all types of data-related computing tasks. What Is Data Pipeline Orchestration?

Data Pipeline 52

Data Pipeline IT Data Metadata 52

ProjectPro

JULY 21, 2021

Upskill yourself for your dream job with industry-level big data projects with source code NLP Projects Idea #2 Conversational Bots: ChatBots As we mentioned at the beginning of this blog, most tech companies are now utilizing conversational bots, called Chatbots to interact with their customers and resolve their issues.

Coding 52

Coding Project Deep Learning Algorithm 52

Knowledge Hut

MAY 2, 2024

and perform various operations on the dataset like cleaning and processing the data, visualizing and predicting the output of the data. With the promise of so much innovation and path-breaking ideas, any person remotely interested in futuristic technology may aspire to make a career in machine learning. Why do I need to Learn Math?

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

ProjectPro

AUGUST 21, 2021

This project, although simple, is intended entirely towards understanding the various features available and configurable using the matplotlib library for a simple scatter plot, which is generally used to observe the relations between two attributes in the dataset. This is what makes data visualization so incredibly useful and powerful!

Coding 52

Coding Project Datasets Machine Learning 52

Knowledge Hut

JANUARY 18, 2024

They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. At the same time, computer science has traditionally focused on algorithms, coding, and software[development processes, data science focuses on extracting meaning from data using systematic methods.

Programming Language 98

Programming Language Data Science Programming Scala 98

ProjectPro

AUGUST 16, 2021

Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. FAQs on Data Mining Projects 15 Top Data Mining Projects Ideas Data Mining involves understanding the given dataset thoroughly and concluding insightful inferences from it.

Data Mining 40

Data Mining Coding Project Datasets 40