Data Science Dojo

JUNE 22, 2023

For the unversed, SEO refers to search engine optimization, which helps websites stay at the top in the search engine results. Ensure your website’s structure is logically organized with proper categories and subcategories mentioned properly. This will improve the website’s visibility, traffic and conversions.

Analytics 195

Analytics Analytics 195

Dataconomy

SEPTEMBER 22, 2023

Data archiving refers to the process of storing and preserving electronic data, such as documents, images, videos, and other digital content, for long-term preservation and retrieval. Once identified, the data is classified into categories to ensure it’s stored in a way that makes it easy to retrieve and manage.

Clustering 185

Clustering Algorithm Data Classification Machine Learning 185

Data Science Dojo

MARCH 2, 2024

This process, often referred to as supervised classification, has greatly improved the speed and accuracy of large-scale land cover mapping. In the process, they initially collect and preprocess satellite images alongside corresponding ground truth data (such as weather conditions) for various land cover categories.

Algorithm 370

Algorithm Machine Learning Machine Learning Artificial Intelligence 370

phData

OCTOBER 3, 2023

Step 1: Understand the Basics On a new sheet, create a bar chart by dragging the Category and Sub-Category fields in the Rows shelf and adding Profit in the Columns shelf. Option 1 Drag the [Sub-Category Set] in the Color section of the Marks card. You can now color the bars based on which sub-categories are in the set.

Tableau 59

Tableau 59

Mlearning.ai

AUGUST 13, 2023

Optimize your processes and avoid unnecessary costs Reference: Unsplash Warehouses are locations where the products are stored to be distributed later, and they play a crucial role on the supply chain strategy. The quantity of product types that represents 20% of sales volumes, for Category B. else ('B' if x < 0.95

Python 52

Python Data Analysis Data Analysis AI 52

IBM Journey to AI blog

MARCH 27, 2024

Within USEEIO, goods and services are categorized into 66 spend categories, referred to as commodity classes, based on their common environmental characteristics. This involves mapping the 15.909 sectors found across the Eora26 categories and more detailed national sector classifications to the USEEIO 66 spend categories.

Natural Language Processing 80

Natural Language Processing Data Preparation Deep Learning Deep Learning 80

phData

OCTOBER 26, 2023

As explained in this topic’s sister blog , effectively splitting data into categories is very important for effective analysis. These custom categories are required to be MECE (Mutually Exclusive and Collectively Exhaustive) in most business scenarios. As you can see, the conditions in these categories have considerable overlap.

Tableau 52

Tableau 52

DataRobot Blog

JULY 13, 2022

DataRobot is a category-defining company that has set an unmatched pace of innovation in the market. Of the 15 AI/ML platform vendors evaluated, DataRobot was one of just three leaders, receiving the highest score possible in the market approach, performance, and partner ecosystem criteria within the strategy category.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 105

AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. To simplify, you can build a regression algorithm using a user’s previous ratings across different categories to infer their overall preferences. This can be done with algorithms like XGBoost.

AI 113

AI AI Natural Language Processing ML 113

Hacker News

JUNE 7, 2023

But there are different ways to use prompts in different categories. ActiveVoiceRephrase , with the shorthand ^ to refer to text in the cell above, and > to refer to text in the current chat cell: Modifier prompts have to do with specifying how to modify output coming from the LLM. So what are they so far? Well, it’s a range.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence AI AI 137

Towards AI

FEBRUARY 29, 2024

Real-time data processing refers to systems that ingest data streams as they are being generated. This analysis helps us understand the common words linked to various sentiment categories. What is Real-Time Data Processing? To put it simply, imagine scrolling through your Instagram feed and coming across a video.

Apache Kafka 141

Apache Kafka SQL Clustering Data Pipeline 141

Dataconomy

SEPTEMBER 11, 2023

Telemetry data refers to the information collected by software applications or systems during their operation, which can include usage patterns, performance metrics, and other data related to user behavior and system health. Weather data Weather data refers to the data collected from weather stations, satellite imagery, or weather APIs.

Analytics 103

Analytics Analytics Algorithm ML 103

Mlearning.ai

APRIL 17, 2023

For categorical features, we grouped each category and calculated the mean of the target prediction match and the mean difference between tthe target and predicted probability. Based on this analysis, we identified certain categories that performed poorly in distinguishing churned customers.

Machine Learning 52

Machine Learning Machine Learning Data Analysis Data Analysis 52

DataRobot

AUGUST 25, 2021

In a recent blog, we talked about how, at DataRobot , we organize trust in an AI system into three main categories: trust in the performance in your AI/machine learning model , trust in the operations of your AI system, and trust in the ethics of your modelling workflow, both to design the AI system and to integrate it with your business process.

AI 98

AI AI Machine Learning Machine Learning 98

Data Science Dojo

JANUARY 25, 2023

Having a well-documented objective can also serve as a reference point for decision-making , helping to guide actions that are likely to contribute to achieving the desired outcome. With a specific goal in mind, you can avoid wasting time and resources on tasks that aren’t directly related to your desired objective.

Machine Learning 195

Machine Learning Machine Learning Database ML 195

Towards AI

APRIL 30, 2024

However, for ease of analysis, it is advisable to standardize them into three categories: Negative, Positive, and Neutral. If you wish to mitigate the number of outliers, I suggest referring to the official documentation to explore new configurations for the model.

Clustering 93

Clustering Algorithm AI AI 93

fast.ai

NOVEMBER 22, 2021

Data science for social good can be used to refer to: nonprofits increasing their impact through more effective data use, hollow corporate PR efforts from big tech, well-intentioned projects that inadvertently result in surveillance and privacy invasion of marginalized groups, efforts seeped in colonialism, or many other types of projects.

Data Science 40

Data Science AI AI 40

Pickl AI

NOVEMBER 2, 2023

A cheat sheet for Data Scientists is a concise reference guide, summarizing key concepts, formulas, and best practices in Data Analysis, statistics, and Machine Learning. It serves as a handy quick-reference tool to assist data professionals in their work, aiding in data interpretation, modeling , and decision-making processes.

Data Scientist 52

Data Scientist Data Science Data Visualization Machine Learning 52

Towards AI

FEBRUARY 16, 2023

It can refer to a wide range of applications, from simple mechanical devices such as automatic doors and self-checkout machines to complex systems such as robotics and artificial intelligence. Automation complexity: Automation complexity refers to the degree of difficulty in designing, implementing, and maintaining automation systems.

Artificial Intelligence 88

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 88

phData

OCTOBER 13, 2023

Subcat TF CONTAINS([Subcat Parameter], [Sub-Category]) OR [Subcat Parameter] = "ALL" 2. Subcat Param Action REPLACE(IF CONTAINS([Subcat Parameter], [Sub-Category]) THEN REPLACE([Subcat Parameter], [Sub-Category] + ",","") ELSE [Subcat Parameter] + [Sub-Category] + ", " END,"ALL","") 3. Add ‘ALL’ to the texts mark.

Tableau 52

Tableau Data Visualization 52

phData

JULY 24, 2023

Users can quickly view ticket trends, overdue items, tickets by priority type, and top categories, groups, and requests. What You Can Accomplish With Dashboard Executive Dashboard The executive dashboard refers to the main page that summarizes measures and metrics that are relevant to the business unit or responsibility area of a manager.

Tableau 52

Tableau Data Visualization 52

phData

JULY 24, 2023

Users can quickly view ticket trends, overdue items, tickets by priority type, and top categories, groups, and requests. What You Can Accomplish With Dashboard Executive Dashboard The executive dashboard refers to the main page that summarizes measures and metrics that are relevant to the business unit or responsibility area of a manager.

Tableau 52

Tableau Data Visualization 52

AWS Machine Learning Blog

NOVEMBER 17, 2023

A rules engine evaluates moderation guidelines, determining the frequency of stream sampling and the applicable moderation categories, all within predefined policies. For details about Amazon IVS costs, refer to Costs (Low-Latency Streaming). For more detailed information, refer to the GitHub repo.

AWS 90

AWS ML ML Natural Language Processing 90

Hacker News

OCTOBER 5, 2023

The use of an artificial intelligence system in matters relating to health care or to emergency services, excluding a use referred to in any of paragraphs (a) to (e) of the definition of “device” in section 2 of the Food and Drugs Act that is in relation to humans.

Artificial Intelligence 181

Artificial Intelligence Artificial Intelligence AI AI 181

Towards AI

MARCH 28, 2024

Refer Prompting Guide) These prompting techniques are rooted in the broader concepts of Zero-Shot, One-Shot, and Few-Shot Learning in machine learning. Refer to this article to learn about the in-depth mechanism of ZSL) Conclusion Humans have a knack for Zero-Shot Learning thanks to their extensive knowledge base.

ML 92

ML ML AI AI 92

fast.ai

AUGUST 15, 2021

The term “Artificial Intelligence” is a broad umbrella, referring to a variety of techniques applied to a range of tasks. Furthermore, the nature of the risks posed by different categories of AI tasks varies, and it is crucial that we understand the distinctions. This breadth can breed confusion.

AI 40

AI AI Artificial Intelligence Artificial Intelligence 40

phData

JANUARY 10, 2023

Bar charts can be easy to follow as they allow for two basic variables to be displayed, like a category and an associated value. Color should help curate the story and give emphasis to important facets of the chart like distinguishing categories in a dataset or highlighting outliers.

Business Intelligence 52

Business Intelligence Business Intelligence Data Visualization Data Analysis 52

Data Science Blog

MAY 1, 2023

Important KPIs for this category include time to hire , time to fill, offer acceptance rates and application sources. It might refer fewer candidates than another, but data would show it attracts higher-quality candidates. Data-Driven Hiring Refining the recruitment process is a top priority for many HR professionals.

Analytics 147

Analytics Analytics Artificial Intelligence Artificial Intelligence 147

The MLOps Blog

JANUARY 18, 2023

Dataset | Source: Author The data is complex as it has different categories of features. One of which will be used as a reference dataset that will serve as a benchmark, and the other one will be used as the current dataset. The data includes dates, store, product information as well as information regarding the product promotion.

Deep Learning 52

Deep Learning Deep Learning ML ML 52

IBM Journey to AI blog

MAY 18, 2023

IBM named a Leader We at IBM continue to be excited about the intersection of decision automation with AI, which is also referred to as decision intelligence. We are pleased that IBM has been named as a Leader in the Forrester Wave.

AI 93

AI AI Machine Learning Machine Learning 93

AWS Machine Learning Blog

MARCH 22, 2023

Rekognition Custom Labels builds off of the existing capabilities of Amazon Rekognition, which is already trained on tens of millions of images across many categories. For more information on custom label evaluation metrics, refer to Metrics for evaluating your model. The following diagram illustrates the Step Functions workflow.

AWS 80

AWS Machine Learning Machine Learning ML 80

Tableau

MARCH 7, 2022

Enterprise Deployment Guidelines provide an implementation guide for the reference Tableau Server architecture, using industry-standard practices for a tiered topology across subnets. Enhancements to Ask Data add a hybrid point-and-click guided experience that lowers the analytical proficiency required to get to the right data insight.

Tableau 98

Tableau Analytics Analytics Algorithm 98

Alation

FEBRUARY 13, 2020

To draw up the ShortList, Constellation Research’s Vice President and Principal Analyst Doug Henschen evaluated more than a dozen of the industry’s best data cataloging solutions, judging companies based on a combination of client inquiries, partner conversations, customer references, vendor selection projects, market share and internal research.

Big Data 52

Big Data Big Data Machine Learning Machine Learning 52

phData

JULY 17, 2023

Discovery efforts fall into two categories: organizational discovery and use-case discovery. Step 2: Create a Reference Architecture for MLOps AI solutions don’t just spring out of the lab and into production. Having a clear reference architecture will assist in selecting technologies in the next phase.

AI 98

AI AI ML ML 98

Towards AI

APRIL 9, 2024

In particular, Suno AI’s v3 music generation model was released two weeks ago and has gained momentum this week, with some referring to it as the “Chatgpt” moment of generative music. What happened this week in AI by Louie For the past few weeks, we have been following an increased pace of voice and music AI model releases.

AI 115

AI AI Deep Learning Deep Learning 115

Towards AI

APRIL 22, 2024

NoSQL databases — NoSQL is a vast category that includes all databases that do not use SQL as their primary data access language. These databases do not comply with ACID properties which poses a threat to the consistency of the data stored in the database.

Database 104

Database SQL Clustering Big Data 104

DataRobot

JULY 16, 2021

We organize the concept of trust in an AI system into three main categories. In each of these three categories, we identify a set of dimensions that help define them more tangibly. Accuracy — this refers to a subset of model performance indicators that measure a model’s aggregated errors in different ways.

AI 98

AI AI Machine Learning Machine Learning 98