Monte Carlo

NOVEMBER 21, 2024

After one particularly tough week in the winter of 2021, when marketing data was disrupted by daily incidents and downtime, a group of data engineers decided to create a full diagram of the data systems. The data teams were maintaining 30,000 datasets, and often found anomalies or issues that had gone unnoticed for months.

Government 52

Government Datasets Data Governance Data 52

Monte Carlo

NOVEMBER 21, 2024

After one particularly tough week in the winter of 2021, when marketing data was disrupted by daily incidents and downtime, a group of data engineers decided to create a full diagram of the data systems. The data teams were maintaining 30,000 datasets, and often found anomalies or issues that had gone unnoticed for months.

Government 52

Government Datasets Data Governance Data 52

Cloudera

DECEMBER 14, 2021

But with growing demands, there’s a more nuanced need for enterprise-scale machine learning solutions and better data management systems. 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.

Transportation 111

Transportation Telecommunication Banking Data Lake 111

ProjectPro

OCTOBER 8, 2021

Retail is one of the first industries that started leveraging the power of machine learning and artificial intelligence. There are machine learning projects for almost every retail use case - right from inventory management to customer satisfaction. You can start by downloading the Online Retail Dataset.

Machine Learning 52

Machine Learning Retail Project Datasets 52

ProjectPro

OCTOBER 16, 2021

TensorFlow and Scikit-learn, two of the most popular words from the jargon of the Machine Learning world! If you are wondering what is the reason behind their popularity, continue reading as we answer that question in this blog by exploring hands-on machine learning with Scikit-learn and TensorFlow.

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

ProjectPro

OCTOBER 28, 2021

In this blog, we have mentioned all the topics that are considered as prerequisites for learning machine learning. We have covered all the subjects and the best resources that will help you learn them thoroughly. Machine learning is no exception to that. Why should you learn Machine learning?

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

AUGUST 25, 2021

Firstly, we introduce the two machine learning algorithms in detail and then move on to their practical applications to answer questions like when to use linear regression vs logistic regression. Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms.

Machine Learning 52

Machine Learning Algorithm Datasets Data Science 52

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 110

Metadata Datasets BI SQL 110

ProjectPro

JANUARY 20, 2022

“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

Pinterest Engineering

FEBRUARY 3, 2025

Learned Retrieval) is a key candidate generator to retrieve highly personalized, engaging, and diverse content to fulfill various user intents and enable multiple actionability, such as Pin saving and shopping. arXiv preprint arXiv:2102.07619 (2021). [2] 2] Zhang, Buyun, et al. arXiv preprint arXiv:2203.11014 (2022). [3]

Machine Learning 49

Machine Learning Engineering Architecture Systems 49

Pinterest Engineering

SEPTEMBER 20, 2023

Machine Learning Engineer; Rohan Mahadev | Machine Learning Engineer II; Sujay Khandagale | Machine Learning Engineer II; Abhay Varmaraja | Machine Learning Engineer II Pinterest’s mission as a company is to bring everyone the inspiration to create a life they love. Pedro Silva | Sr.

Building 109

Building Pipeline-centric Machine Learning Datasets 109

ProjectPro

MARCH 17, 2021

“Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. Citing Microsoft’s principal researcher Rich Caruana, ‘75 percent of machine learning is preparing to do machine learning… and 15 percent is what you do afterwards.’ This leaves only 10 percent of the entire flow automated by ML models. MLOps cycle.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

ProjectPro

SEPTEMBER 29, 2021

Probability and Statistics are two intertwined topics that smoothen one’s path to becoming a Machine Learning pro. In this blog, you will find a detailed description of all you need to learn about probability and statistics for machine learning. How to choose the Best Probability Course for Machine Learning?

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

Cloudera

DECEMBER 11, 2020

This will only become more important as we move into 2021 and a post-pandemic new normal. It may not replace previous datasets, but alternative data offers another perspective to round out the historical information about an individual customer or business. . This can be done at speed, and at scale. What if 2020 is an anomaly?

Insurance 95

Insurance Unstructured Data Finance Machine Learning 95

ProjectPro

NOVEMBER 30, 2021

We all know this , so you might have heard terms like Artificial Intelligence (AI), Machine Learning, Data Mining, Neural Networks, etc. We all are aware of the wonders done by Data mining and Machine Learning. Table of Contents Data Science vs Data Mining vs Machine Learning What is Data Science?

Data Mining 52

Data Mining Machine Learning Data Science Algorithm 52

Cloudera

JANUARY 25, 2022

2021 to move beyond the traditional dashboards of the past. DV is natively integrated with Cloudera Data Platform (CDP) , enabling self-service direct access to data from anywhere with the ability to quickly power visual data discovery and exploration across the entire analytical and machine learning lifecycle.

Datasets 91

Datasets Machine Learning Accessible Accessibility 91

ProjectPro

NOVEMBER 14, 2015

It plays a key role in streaming in the form of Spark Streaming libraries, interactive analytics in the form of SparkSQL and also provides libraries for machine learning that can be imported using Python or Scala. Data Integration 3.Scalability Scalability 4.Link Link Prediction 5.Cloud Cloud Hosting 6.Specialized

Hadoop 52

Hadoop Project Big Data Healthcare 52

Knowledge Hut

JANUARY 18, 2024

You can also find tutorials and hacks from thousands of Data Scientists and Machine Learning Developers. Host: These competitions are held by Machine Hack on their official website. This competition aims to stimulate and support the development of big data science, artificial intelligence, and machine learning.

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

ProjectPro

AUGUST 16, 2021

Sending out the exact old traditional style data science or machine learning resume might not be doing any favours in your machine learning job search. With cut-throat competition in the industry for high-paying machine learning jobs, a boring cookie-cutter resume might not just be enough.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

Cloudera

APRIL 6, 2022

25 2021 on a mission to look at the early universe, at exoplanets, and at other objects of celestial interest. AI requires good data and strong training algorithms, such as through machine learning, to make decisions about what data to send back to decision-makers. This e-learning allows lots of folks to assist with the AI.

Big Data 103

Big Data Machine Learning Medical Insurance 103

Knowledge Hut

JANUARY 18, 2024

Data science is a multidisciplinary field that requires a broad set of skills from mathematics and statistics to programming, machine learning, and data visualization. The world has been swept by the rise of data science and machine learning. Start by learning the best language for data science, such as Python.

Programming Language 98

Programming Language Data Science Programming Java 98

Knowledge Hut

DECEMBER 22, 2023

Learn techniques for exploratory data analysis (EDA) and feature engineering. Machine Learning: Understand and implement various machine learning algorithms, including supervised and unsupervised learning techniques. Learn how to work with big data technologies to process and analyze large datasets.

Portfolio 98

Portfolio Data Science Programming Language Scala 98

Cloudera

SEPTEMBER 1, 2021

They turned to Cloudera Data Platform to improve not only fraud detection but also customer relationship management, network quality, and operational efficiency through machine learning and AI. . All of these factors weigh heavily on the success of products and services in the market. In summary.

Hadoop 101

Hadoop Data Utilities Consulting 101

ProjectPro

FEBRUARY 11, 2021

Spoiler Alert: Becoming a machine learning engineer can sound like a hard-to-reach goal but let us tell you the truth – it isn’t as hard as it seems. Image Credit: Makeameme.org So you are considering learning machine learning skills , and you’ve heard that becoming a machine learning engineer is the way to go.

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

Picnic Engineering

JANUARY 9, 2024

Our goal is to personalise every aspect of the grocery shopping experience using machine learning. CARP is a relatively simple machine learning model ( Under the hood CARP is powered by XGBoost ) with handcrafted features tailored to predicting repeat purchases. A next basket recommendation reality check.

Machine Learning 91

Machine Learning Datasets Algorithm Systems 91

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

LinkedIn Engineering

MARCH 21, 2023

Let’s look at “machine learning” for example. Our taxonomy includes machine learning (skill concept), the skill ID (a number assigned to each skill), aliases (e.g. reinforcement learning” is a child skill of “machine learning”), which we’ll discuss more below.

Building 85

Building Recruitment Machine Learning Deep Learning 85

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 105

Engineering Deep Learning Architecture Project 105

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. Good knowledge of commonly used machine learning and deep learning algorithms.

Coding 52

Coding Project Deep Learning Algorithm 52

Pipeline Data Engineering

AUGUST 2, 2021

The Analytics Engineering Guide dbt Labs Collaborating as a data team to produce excellent datasets -- some parts are b t, but it's an interesting read. The ritual of the deploy Vicki Boykis, Machine Learning Engineer, Tumblr Deploying is a ritual. Data engineering salon. News and interesting reads about the world of data.

Kafka 40

Kafka Hadoop Java Datasets 40

Knowledge Hut

JANUARY 18, 2024

Data science is a multidisciplinary field that requires a broad set of skills from mathematics and statistics to programming, machine learning, and data visualization. The world has been swept by the rise of data science and machine learning. Start by learning the best language for data science, such as Python.

Programming Language 75

Programming Language Data Science Programming Java 75

ProjectPro

SEPTEMBER 16, 2021

MLOps aims to provide an end-to-end machine learning development process to design, build and manage reproducible, testable, and evolvable machine learning-powered software. Feature Store : Feature stores are used to store variations on the feature set leveraged for machine learning models t hat multiple teams can access.

Project 52

Project Amazon Web Services Machine Learning Data Science 52

ProjectPro

AUGUST 21, 2021

Excellent presentation of data-driven insights is an indispensable step in any data science or machine learning project since the latter involves modelling to fit the data and requires revealing hidden patterns from data. For this task, you can replicate the scatter plot shown below for the popular Iris dataset available at [link].

Coding 52

Coding Project Datasets Machine Learning 52

Dataquest

APRIL 12, 2021

According to Indeed.com as of April 6, 2021, the average data analyst in the United States earns a salary of $72,945 , plus a yearly bonus of $2,500. Senior data analysts at companies such as Facebook and Target reported salaries of around $130,000 as of April 2021. classification, regression) and unsupervised learning (e.g.

Data Engineer 52

Data Engineer Data Engineering Engineering Generalist 52

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?

Coding 52

Coding Project Entertainment Datasets 52

ProjectPro

JULY 7, 2021

Why is deep learning important? With the technological advancements and the increase in processing power over the last few years, deep learning has gone mainstream. The most popular advancements in machine learning are applications of deep learning — self-driving cars, facial recognition systems, and object detection systems.

Deep Learning 40

Deep Learning Project Portfolio Recruitment 40