Cloudera

DECEMBER 14, 2021

The 2021 Data Impact Awards aim to honor organizations who have shown exemplary work in this area. . In 2021, the finalists under this category include the following organizations. Winner of the Data Impact Awards 2021: Data for Enterprise AI. …and congratulations to the winner: Internal Revenue Service.

Transportation 110

Transportation Telecommunication Banking Data Lake 110

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 105

Hadoop Kafka Datasets Government 105

Snowflake

APRIL 22, 2024

A strategic acquisition and the need for integration In 2021, Magnite made a decisive move to strengthen its position in the CTV advertising market by acquiring SpringServe, a leader in CTV ad-serving technology. Remarkably, the entire dataset with over 1.2 PBs was replicated in just one day.

AWS 73

AWS Cloud Storage Cloud Technology 73

Pinterest Engineering

SEPTEMBER 5, 2023

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. Hardware upgrades usually require months of collaboration with various client teams to get software versions that are lagging behind up-to-date.

Engineering 104

Engineering Deep Learning Architecture Project 104

Edureka

FEBRUARY 16, 2023

What sets Bard apart is its ability to draw from up-to-date web information to provide prompt responses, giving it an advantage over ChatGPT, whose data pool is limited to pre-2021. However, Chatsonic offers additional features and a wider knowledge base as it can access the internet, which is a capability that ChatGPT currently lacks.

Datasets 98

Datasets Banking Accessible Accessibility 98

dbt Developer Hub

MAY 25, 2022

You have several relational datasets flowing through your warehouse, and, of course, you can easily access and transform these tables through dbt. You need the history of each entity_id across all of your datasets, because each related table is updated on its own timeline. Here’s an example of a dataset.

Datasets 52

Datasets Building BI Coding 52

Scott Logic

APRIL 11, 2023

This post runs through just over six months of progress from Sept 2021 - March 2022. Recursive task decomposition September 2021 One of the big constraints of the GPT series of models is the size of the input. Fine-tuning December 2021 Fine-tuning, a topic I covered in my previous blog post , has progressed out of beta.

Datasets 99

Datasets Architecture Process Accessible 99

Cloudera

FEBRUARY 22, 2022

The data architecture layer is one such area where growing datasets have pushed the limits of scalability and performance. The data explosion has to be met with new solutions, that’s why we are excited to introduce the next generation table format for large scale analytic datasets within Cloudera Data Platform (CDP) – Apache Iceberg.

Metadata 108

Metadata Datasets BI SQL 108

ProjectPro

NOVEMBER 14, 2015

Hadoop Common houses the common utilities that support other modules, Hadoop Distributed File System (HDFS™) provides high throughput access to application data, Hadoop YARN is a job scheduling framework that is responsible for cluster resource management and Hadoop MapReduce facilitates parallel processing of large data sets.

Hadoop 52

Hadoop Project Big Data Healthcare 52

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

Striim

MAY 1, 2024

Amidst the pandemic-fueled surge in online shopping, porch piracy emerged as a prevalent concern, with over one in 10 adults falling victim to package theft within the previous year, according to a 2021 Consumer Reports survey. These enriched datasets are merged in BigQuery for seamless Google Cloud integration.

Google Cloud 52

Google Cloud Insurance Finance Machine Learning 52

Rockset

MARCH 9, 2023

Blockchain technology has revolutionized the way we store and access data. The most prominent blockchain platform is the Ethereum blockchain, which in 2021 surpassed Bitcoin to become the most popular blockchain network in the world (as measured by number of transactions). Accessing the Ethereum Blockchain with Web3.js

Amazon Web Services 52

Amazon Web Services Datasets AWS Google Cloud 52

Towards Data Science

MARCH 9, 2023

Datasets containing attributes of Airbnb listings in 10 European cities ¹ will be used to create the same Pipeline in scikit-learn and MLLib. First, let’s load the datasets. link] Finally, we can fit the pipeline into the training dataset and predict the prices for the test dataset listings just like is done with any other model.

Machine Learning 74

Machine Learning Building Datasets Big Data 74

ProjectPro

JULY 21, 2021

As we already revealed in our Machine Learning NLP Interview Questions with Answers in 2021 blog, a quick search on LinkedIn shows about 20,000+ results for NLP-related jobs. You should train your algorithms with a large dataset of texts that are widely appreciated for the use of correct grammar.

Coding 52

Coding Project Deep Learning Algorithm 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. R has become increasingly popular among data scientists because of its ease of use and flexibility in handling complex analyses on large datasets. How Is Programming Used in Data Science?

Programming Language 98

Programming Language Data Science Programming Scala 98

Monte Carlo

JUNE 20, 2024

Data uniqueness : How many times is an object or event recorded in the dataset? IQR: IQR, or interquartile range , gives you the range of the second or third quartiles, or the middle half of a dataset. One such issue in 2021 was the impetus for the team to adopt Monte Carlo to improve their data quality anomaly detection.

High Quality Data 52

High Quality Data Machine Learning Algorithm Datasets 52

Scott Logic

OCTOBER 18, 2023

If you want to look back, here are the 2021 and 2022 results) Interested to learn more? 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. pass values to JavaScript within the browser).

Programming Language 145

Programming Language Coding Java Programming 145

Lyft Engineering

DECEMBER 16, 2022

In the case of speeding citations, researchers usually only have access to police-reported speeds, which may not always be an accurate representation of the speed the driver was actually traveling. These estimates are computed over our entire dataset, unconditional on the driver being cited.

Datasets 52

Datasets Data Data Science Machine Learning 52

ProjectPro

JUNE 22, 2021

These will allow you to access things from your wardrobe just by a single tap on your phone. Binary Classification Machine Learning This type of classification involves separating the dataset into two categories. Imbalanced Classification Example: Detecting fraudulent transactions through a credit card in a transaction dataset.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

Cloudera

SEPTEMBER 10, 2020

They saw success in allowing decision-makers to access all data in one single platform, giving them the power to get not only the answers they’re looking for but also to discover insights they wouldn’t normally get and identify new use cases. How do you balance the business and IT needs around data access in your organization?

IT 103

IT Data Lake Healthcare Cloud 103

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. The dataset for Amazon Product Reviews: Amazon Product Reviews Dataset. Beginners can use the small IMDb reviews dataset to test their skills.

Coding 52

Coding Project Entertainment Datasets 52

Edureka

FEBRUARY 6, 2023

Plus, it’s been trained on a huge and diverse dataset, so it’s ready to tackle anything from customer service chatbots to virtual typists. One of the biggest problems is that the model was trained on data before 2021. Why is ChatGPT saying that my access is denied? Hopefully, it gets fixed soon.

Architecture 52

Architecture Datasets Accessible Accessibility 52

Cloudera

DECEMBER 8, 2021

You can access COD right from your CDP console. Cloudera’s OpDB (including HBase) provides support for using S3 since February 2021. Dataset size 1TB. When datasets are infrequently updated, the data can be cached to reduce latency of network access to S3. Workload C (100% Read). Cluster size. Environment version.

Database 91

Database AWS Datasets Cloud Storage 91

ProjectPro

OCTOBER 8, 2021

Table of Contents 10 Machine Learning Projects in Retail for Practice in 2021 10 Machine Learning Projects in Retail for Practice in 2021 Here is a list of 10 machine learning project examples in retail that will help you begin your machine learning career. You can start by downloading the Online Retail Dataset.

Retail 52

Retail Machine Learning Project Datasets 52

Cloudera

SEPTEMBER 1, 2021

Here are some key data points that illustrate how the intelligent use of data and analytics redefines companies in 2021: Data-driven companies know where all their data is located. Data-driven organizations break down the barriers of data silos and let staff access useful data across divisional boundaries. In summary.

Hadoop 99

Hadoop Data Utilities Consulting 99

U-Next

OCTOBER 4, 2022

In March 2019, a configuration vulnerability of a web app firewall was exploited by a hacker, leading to a server access gain. The hacker reportedly got access to data of over 100 million Capital One customers, including personal information. Attackers exploited LinkedIn’s API to gain access to information of over 750mn users.

Media 52

Media Accessible Accessibility Datasets 52

ProjectPro

OCTOBER 16, 2021

Not only that, but it also provides the option to effortlessly use various popular datasets like MNIST, California Housing, etc. Recommended Reading: Machine Learning Interview Questions and Answers for 2021 Top 30 Machine Learning Projects Ideas for Beginners in 2021 Best NLP Books- What Data Scientists Must Read in 2021?

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

Cloudera

DECEMBER 11, 2020

Many businesses now need to achieve free and open data access in order to derive value and improve efficiencies as they navigate the ‘new norm’ — whether that’s involved working from a home office, or the garden shed. Toolsets and strategies have had to shift to ensure controlled access to data. We’d love to see your entry!

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

ProjectPro

JULY 26, 2021

With TensorFlow, getting started, building models, and debugging is made easy with access to high-level APIs like Keras. For this TensorFlow project, you could jump right into a multi-class classification problem with this dataset or start with a simple cat dog classification problem using this dataset.

Project 40

Project Deep Learning Medical Datasets 40

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. Make predictions on the test set.

Coding 52

Coding Project Datasets Retail 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. R has become increasingly popular among data scientists because of its ease of use and flexibility in handling complex analyses on large datasets. How Is Programming Used in Data Science?

Programming Language 75

Programming Language Data Science Programming Java 75

Precisely

JUNE 29, 2023

More than three-quarters of respondents (77%) say that data-driven decision-making is an important goal of data programs, an increase of 12% over the 2021 survey. And 21% are investing in third-party data to enrich their internal datasets or apply spatial context to add value to data.

Data Programming 52

Data Programming Programming Data Integration Data 52

ProjectPro

SEPTEMBER 16, 2021

Feature Store : Feature stores are used to store variations on the feature set leveraged for machine learning models t hat multiple teams can access. It is a decent dataset to query with multiple nuances that can be analyzed. Pandas profiling is one of the best packages you can stand out with.

Project 52

Project Amazon Web Services Machine Learning Data Science 52

ProjectPro

OCTOBER 28, 2021

If you think machine learning methods may not be of use to you, we reckon you reconsider that because, in May 2021, Gartner has revealed that about 70% of organisations will shift their focus from big to small and wide data by 2025. It simplifies complex problems by making probabilistic predictions for specific parameters in the dataset.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

OCTOBER 8, 2021

Dataset The dataset is used to create visualizations. Report Reports are a collection of visualizations that show different insights of the dataset from a different perspective. Tiles A tile is typically a snapshot of the dataset or visualization, or report. How will you accomplish this task? What is Power Pivot?

BI 52

BI Datasets Certification SQL 52

Cloudera

JANUARY 11, 2021

For example, you can use NiFi to access external systems like an FTP server over HTTP. Can a NiFi data flow be blocked or shared based on users’ access and security policy? Here are some things to consider: NiFi ensures different teams should not have access to other process groups.

Kafka 62

Kafka Java Data Cleanse Datasets 62

ProjectPro

JUNE 7, 2021

It is widely used to realize the pattern between the input features and the corresponding output in a dataset. The purple-colored circles represent the input vector, xi where i =1, 2, … , D which is nothing else but one feature of our dataset. Best NLP Books- What Data Scientists Must Read in 2021? My name is Kriti.”

Python 52

Python Project Building Algorithm 52