Knowledge Hut

OCTOBER 29, 2023

Source Code: Hospital Management System 2. In addition, you will also need to be familiar with the various APIs that are available for accessing weather data. Source Code: Weather Forecast App 3. Once you have a dataset, you will need to process it and transform it into a format that can be displayed in your app.

Computer Science 111

Computer Science Coding Project Hospitality 111

Knowledge Hut

MAY 3, 2024

Any coding interview is a test that primarily focuses on your technical skills and algorithm knowledge. The type of interview you might face can be a remote coding challenge, a whiteboard challenge or a full day on-site interview. So, if you can prove your coding skills learnt in your python programming classes in the interview.

Python 98

Python Coding Data Programming 98

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

Cloudera

NOVEMBER 13, 2024

LLMs deployed as code assistants accelerate developer efficiency within an organization, ensuring that code meets standards and coding best practices. Fine Tuning Studio enables users to track the location of all datasets, models, and model adapters for training and evaluation. No-code, low-code, and all-code solutions.

Datasets 86

Datasets Machine Learning Coding Data Preparation 86

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

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. While using Amazon SageMaker datasets are quick to access and load.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

Data Engineering Podcast

MAY 26, 2024

This episode is supported by Code Comments, an original podcast from Red Hat. In Code Comments, host Jamie Parker, Red Hatter and experienced engineer, shares the journey of technologists from across the industry and their hard-won lessons in implementing new technologies. My thanks to the team at Code Comments for their support.

Systems 130

Systems Data Lake High Quality Data Google Cloud 130

Christophe Blefari

APRIL 14, 2023

Mainly they define measures, dimensions and metrics in YAML that will be materialised and made accessible to Curie (their experimentation platform). Cybersyn is a data-as-a-service platform that provides public datasets for everyone. You can see it as a datasets marketplace of common public data. Rupert raises $8m in funding.

Datasets 130

Datasets Data Deep Learning SQL 130

Maxime Beauchemin

AUGUST 28, 2017

Change Management Given that useful datasets become widely used and derived in ways that results in large and complex directed acyclic graphs (DAGs) of dependencies, altering logic or source data tends to break and/or invalidate downstream constructs. Upstream changes will inevitably break and invalidate downstream entities in intricate ways.

Data Engineer 174

Data Engineer Data Engineering Engineering Software Engineer 174

François Nguyen

MARCH 22, 2021

” Code : all the code necessary to build a data product (data pipelines, API, policies). Data As Code is a very strong choice : we do not want any UI because it is an heritage of the ETL period. What you have to code is this workflow ! And of course, because everything is code, you have all the devops tools.

Technology 130

Technology Architecture Google Cloud Metadata 130

Cloudera

FEBRUARY 1, 2022

AMPs are developed by ML research engineers at Cloudera’s Fast Forward Labs , and as a result they are a great source for ML best practices and code snippets. If you do not have access to CDSW or CML, the AMP github repo has a README with instructions for getting up and running in any environment. Launch the AMP.

Deep Learning 116

Deep Learning Datasets Coding Machine Learning 116

ThoughtSpot

MARCH 5, 2024

These tables provide a centralized location to host both your raw data and transformed datasets optimized for AI-powered analytics with ThoughtSpot. Grant ThoughtSpot access In Snowflake, grant the ThoughtSpot service account USAGE privileges on the schemas containing the dynamic tables. Set refresh schedules as needed.

BI 111

BI Datasets Raw Data SQL 111

Engineering at Meta

AUGUST 27, 2024

This approach involves using simple if statements in code (“code assets”) or access control mechanisms for datasets (“data assets”) in data systems. Addressing these risks requires implementing resource-intensive human audits at access points.

Programming Language 122

Programming Language Coding Data Warehouse Systems 122

Netflix Tech

DECEMBER 3, 2022

mock Generate or validate mock datasets. One of the main reasons this feature exists is just like with food samples, to give you “a taste” of the production quality ETL code that you could encounter inside the Netflix data ecosystem. " , country_code STRING COMMENT "Country code of the playback session."

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Rockset

MARCH 1, 2023

OLTP databases aren’t built to ingest massive volumes of data streams and perform stream processing on incoming datasets. Rockset’s distributed SQL engine accesses data from the relevant RocksDB instance during query processing. So they are not suitable for real-time analytics.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

Netflix Tech

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. The Counter Abstraction API resembles Java’s AtomicInteger interface: AddCount/AddAndGetCount : Adjusts the count for the specified counter by the given delta value within a dataset.

Datasets 101

Datasets Computer Science Systems Kafka 101

Cloudera

NOVEMBER 13, 2020

Apache Impala is synonymous with high-performance processing of extremely large datasets, but what if our data isn’t huge? So clearly Impala is used extensively with datasets both small and large. This is part of our series of blog posts on recent enhancements to Impala. The entire collection is available here. More on this below.

Metadata 144

Metadata Coding SQL Database 144

LinkedIn Engineering

APRIL 4, 2023

It visualizes developer experience and happiness metrics describing key developer activities such code building, reviewing, publishing, as well as the sentiment towards the tools being used. We wanted to create a data platform that allowed us to onboard new metrics with no code changes. from the metric’s processing logic (i.e.

MySQL 122

MySQL Datasets Software Engineer Software Engineering 122

Scott Logic

OCTOBER 18, 2023

To run JavaScript code, the runtime is compiled to WebAssembly, with your code running within the WebAssembly-hosted interpreter. The WebAssembly specification doesn’t define any host integration points, whether this is how you access the DOM, or exchange data with the host runtime (e.g.

Programming Language 145

Programming Language Coding Java Programming 145

Cloudera

AUGUST 3, 2022

Fine grained access control (FGAC) with Spark. The challenges of arbitrary code execution notwithstanding, there have been attempts to provide a stronger security model but with mixed results. Until now, Spark partially adhered to these same policies providing coarse grained access – only at the level of database and tables.

Datasets 95

Datasets BI Machine Learning Accessibility 95

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 Java 98

Christophe Blefari

NOVEMBER 11, 2022

Here are few articles that will give you few ideas about stuff to do—tbh, there isn't a one-stop solution to fix it: Programmatic schema management — Manage all your schema with some kind of code. The end-game dataset. In their case it also means they embark the ml models in the game binaries.

BI 130

BI Data Warehouse Data Database 130

Christophe Blefari

JUNE 9, 2023

Models can have group, access, contract and versions. The golden age of open source in AI is coming to an end — An article about changes in open-source code licenses creating less permissive models. Use ControlNet to generate QR Codes — A Chinese engineer used ControlNet to generate visually appealing and hidden QR Codes.

Data 130

Data Government SQL Coding 130

DataKitchen

APRIL 13, 2021

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Pipeline tests are applied to data (instead of code) and at batch time (instead of compiling or deploy time). . Meta-Orchestration . Continuous Deployment.

Consulting 124

Consulting Machine Learning Data Science Data Pipeline 124

Marc Lamberti

NOVEMBER 23, 2022

It operates entirely in memory leading to out-of-memory errors if the dataset is too big. We are going to perform data analysis on the Stock Market dataset. This dataset contains CSV and JSON files for all NASDAQ, S&P500, and NYSE-listed companies. It’s a 10.22GB uncompressed dataset, and 1.0GB zip compressed.

Datasets 130

Datasets Python SQL Database 130

Cloudera

OCTOBER 3, 2022

If you want to test out this example for yourself, you will need to have access to either Cloudera Machine Learning (CML) or Cloudera Data Science Workbench (CDSW). To begin we need to install the following dependencies: <code block> import os. <end code block> Launching workers in Cloudera Machine Learning.

Machine Learning 94

Machine Learning Data Science Python Datasets 94

ThoughtSpot

JUNE 26, 2023

It spans the entire data lifecycle, from early and ad-hoc code-first exploration of data to governed self-service analytics for insights-driven decision-making across the business. What does that look like from a product perspective? For starters, let me say that continued innovation for our customers is a top priority.

BI 105

BI Business Intelligence Datasets Government 105

Christophe Blefari

APRIL 21, 2023

Access — you will be able to namespace models with groups and visibility. Data Engineering at Adyen — "Data engineers at Adyen are responsible for creating high-quality, scalable, reusable and insightful datasets out of large volumes of raw data" This is a good definition of one of the possible responsibilities of DE.

Raw Data 130

Raw Data Data SQL Datasets 130

Cloudera

AUGUST 10, 2021

For example, writing a Spark dataset to Ozone or launching a DDL query in Hive that points to a location in Ozone. or higher with Kerberos enabled and admin access to both Ranger and Atlas. For example, my data volume could contain multiple buckets for every stage of the data, and I can control who accesses each stage.

Hadoop 106

Hadoop Kafka Datasets Government 106

Knowledge Hut

FEBRUARY 1, 2024

When I started off with learning how to code, it was important for me to understand the terminology used. They hold and transform data, allowing for the execution of algorithms and the management of large datasets. In Python, scope refers to the region in a program where a particular variable is accessible. What is Python Scope?

Python 98

Python Programming Language Programming Coding 98

Knowledge Hut

JANUARY 3, 2024

Importing And Cleaning Data This is an important step as a perfect and clean dataset is required for distinct and perfect data visualization. Pros And Cons Highest level of control for the rapid creation of charts Many graphs with fewer codes and higher resolution No pre-set defaults, and users have to define them each time.

Python 98

Python Programming Language Datasets R (Programming) 98

Edureka

JUNE 7, 2024

With generative AI such as ChatGPT, Gemini, Midjourney AI, and Dall-E, you can create (or to be more specific, generate) new content such as images, text, and code from scratch based on the patterns and relationships learned from training data. paintings, songs, code) Historical data relevant to the prediction task (e.g.,

Deep Learning 114

Deep Learning Media Manufacturing Algorithm 114

ProjectPro

FEBRUARY 8, 2023

When Glue receives a trigger, it collects the data, transforms it using code that Glue generates automatically, and then loads it into Amazon S3 or Amazon Redshift. You can produce code, discover the data schema, and modify it. For analyzing huge datasets, they want to employ familiar Python primitive types.

AWS 98

AWS Metadata Scala Data Lake 98

Snowflake

JANUARY 23, 2024

This is a first-class, schema-level Snowflake object that provides a versioned container of ML model artifacts with full role-based access control (RBAC) support, and APIs for Python and SQL. Ready to see Snowpark ML in action?

Machine Learning 123

Machine Learning Metadata Python Telecommunication 123

Data Engineering Weekly

AUGUST 6, 2024

CDC enables real-time data flows from operational systems to analytics platforms, ensuring decision-makers can access the most current data. The Schema evolution management pushes to the pipeline code to manage. Challenges: Highly resource-intensive and slow for large datasets. May face issues with proprietary log formats.

Data Lake 126

Data Lake Data Warehouse Database Data Architecture 126

Christophe Blefari

APRIL 5, 2024

How we built Text-to-SQL at Pinterest — Pinterest open-sourced a tool called Querybook that they used to access Pinterest data every day. A training set for bike sharing forecasting — Max has created a large dataset of bike sharing providers in ~50 cities around the world. This article greatly explained how they did it.

SQL 130

SQL Data Python Datasets 130

Cloudera

DECEMBER 21, 2021

At the storage layer security, lineage, and access control play a critical role for almost all customers. Customers can go beyond the coarse security model that made it difficult to differentiate access at the user level, and can instead now easily onboard new users while automatically giving them their own private home directories.

Data Engineer 123

Data Engineer Data Engineering Engineering Data Pipeline 123