Data Science Dojo

AUGUST 11, 2023

In contemporary times, data science has emerged as a substantial and progressively expanding domain that has an impact on virtually every sphere of human ingenuity: be it commerce, technology, healthcare, education, governance, and beyond. These models can be used to predict future outcomes or to classify data into different categories.

Data Science 195

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Heartbeat

MARCH 13, 2024

train_gen = train_datagen.flow_from_dataframe(train_df, train_dir, x_col='filename', y_col='category', target_size=img_size, class_mode='binary', batch_size=batch_size) validation_datagen = ImageDataGenerator(rescale=1./255) 255, shear_range=0.1, zoom_range=0.2, horizontal_flip=True, width_shift_range=0.1,

Deep Learning 52

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Pickl AI

APRIL 11, 2023

The broader classification of variables falls under the following categories: Qualitative variable -It includes the data that doesn’t hold a quantifiable or numerical value. Nominal and ordinal variables are sub-categories of qualitative variables. For example: Education level : High school, Bachelor’s, Master’s, PhD.

Data Science 52

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Data Science Dojo

AUGUST 22, 2023

Large language models, which are a prominent category of transformer models, have proven to be exceptionally versatile. Education Large language models can be used to create personalized learning experiences for students. This can help students to access educational materials in their native language.

Natural Language Processing 195

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Smart Data Collective

MAY 19, 2022

LinkedIn demographics targeting option has two categories – member gender and member age. 4 – Education. The education targeting option targets users based on their field of study, degrees, and member schools. The field of study category focuses on a member’s degree’s major area of study.

Analytics 140

Analytics Analytics Big Data Big Data 140

Data Science 101

DECEMBER 27, 2019

Education/Courses. It walks through classifying Yahoo Answers into different categories. This was a part of the Global AI Community Bootcamp. Build a custom classifier using AWS Comprehend AWS Comprehend is a Natural Language Processing (NLP) service. This blog post acts more like a step-by-step tutorial. Signup for the Newsletter.

Cloud Data 86

Cloud Data Data Science Deep Learning Deep Learning 86

Smart Data Collective

AUGUST 9, 2022

Developers should look closely at the data and its use and determine the correct category for the data. Taking more time with data categories will result in a slow and critical look at companies’ data risk. Conducting an education program for all employees to be informed and participate in the company’s security is essential.

Big Data 112

Big Data Big Data Azure Analytics 112

Tableau

JANUARY 24, 2023

Because of this, a variety of views and perspectives on various social, economic, infrastructure, poverty, population, health, environmental, tourism and culture, government, and education issues were uncovered which the West Java Provincial Government aims to use in the future to support better policy and decision-making.

Tableau 86

Tableau Data Visualization Business Intelligence Business Intelligence 86

Hacker News

OCTOBER 5, 2023

The identification of AI use for hiring, biometric information, heath care, administrative decisions, and law enforcement are similar to some of the “high risk” systems in the EU, which has tended to focus on sectors such as education and law enforcement.

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Tableau

JANUARY 24, 2023

Because of this, a variety of views and perspectives on various social, economic, infrastructure, poverty, population, health, environmental, tourism and culture, government, and education issues were uncovered which the West Java Provincial Government aims to use in the future to support better policy and decision-making.

Tableau 69

Tableau Data Visualization Business Intelligence Business Intelligence 69

ODSC - Open Data Science

JANUARY 25, 2024

The GPT Store showcases popular and trending GPTs across diverse categories such as DALL·E , writing, research, programming, education, and lifestyle. Here, users can explore a wide array of GPTs, crafted by both partners and the community.

Data Science 52

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IBM Journey to AI blog

JANUARY 25, 2024

Worker education and knowledge management are now tightly coordinated as a multi-stakeholder strategy with IT, legal, compliance and business operators as an ongoing process, as opposed to a once-a-year check box. Without education, employees could be overly worried about AI being deployed to replace them or to eliminate the workforce.

AI 104

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Heartbeat

JANUARY 24, 2024

Pie Chart: The pie chart is identical to the CountPlot, but it additionally provides information about the percentage of each category included in the data, which indicates which category is receiving how much weight in the data. Plotting CountPlot Output: Output of CountPlot 2.

Exploratory Data Analysis 52

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Hacker News

JUNE 7, 2023

But there are different ways to use prompts in different categories. But the largest category of prompts so far in the Prompt Repository are function prompts : prompts which take text you supply, and do operations on it. Function prompts are all about taking existing text, and transforming it in some way. So what are they so far?

Artificial Intelligence 140

Artificial Intelligence Artificial Intelligence AI AI 140

Dataconomy

AUGUST 16, 2023

These models can predict future events, classify data into categories, or uncover relationships between variables, enabling better decision-making. In addition to these industries, data scientists can also work in a variety of other sectors, such as education, manufacturing, and transportation. Works with smaller data sets.

Data Scientist 172

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Dataconomy

MARCH 4, 2024

The data highlights that sectors such as sports see higher engagement rates, elevating the overall average, with influencers, higher education, and alcohol brands also maintaining robust engagement levels on the platform. Image credit ) This raises a pertinent question: Is social media losing its efficacy as a marketing channel?

Algorithm 103

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Precisely

JANUARY 6, 2023

Read But what do each of these categories look like when we examine them more closely? Solution Page Environmental, Social, and Governance (ESG) Data Solutions Interested parties increasingly want to dive deeper and understand how the companies that they’re engaged with support ESG initiatives. See what that can mean for your organization.

Analytics 52

Analytics Analytics 52

Dataconomy

NOVEMBER 7, 2023

We will also spotlight the most useful and delightful GPTs we come across in categories like productivity, education, and “just for fun”. Later this month, we’re launching the GPT Store, featuring creations by verified builders. Once in the store, GPTs become searchable and may climb the leaderboards.

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Dataconomy

MARCH 6, 2024

It entertains, educates and streamlines processes. Software engineers are also instrumental in determining what categories of data are needed for specific projects and will instruct data analysts accordingly. AI adapts and improves as it learns. It takes critical thinking and analysis skills on the part of software engineers.

AI 113

AI AI Algorithm Deep Learning 113

AssemblyAI

MARCH 18, 2024

In this tutorial, we’ll learn how to redact a wide range of PII categories, like medical conditions, email addresses, and credit card numbers, from audio and video files as well as their textual transcripts. Then, we set the categories, or policies , of PII we want to redact through redact_pii_policies.

Python 69

Python Machine Learning Machine Learning AI 69

Smart Data Collective

NOVEMBER 19, 2020

It is appropriate for a question like do you have a college education? Nominal categories are specific, independent groups. Ratios are data categories which contain no zero. Here take a look at the most common data visualizations techniques, depending on the categories of variables. There are two types of data.

Data Visualization 117

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Towards AI

FEBRUARY 15, 2023

It could be the next major platform upon which founders build category-defining products. This article explores the main consumer categories with opportunities like search and product discovery, education, dating, coaching, e-commerce, and more. Generative AI: The Next Consumer Platform We’ve entered the age of generative AI.

AI 88

AI AI Natural Language Processing Machine Learning 88

PyImageSearch

FEBRUARY 6, 2023

The Vegetable Image Dataset comprises 15 vegetable images, with 224×224 color images of 21,000 different vegetables from 15 categories and 1400 images per category. Figure 2 shows 9 of the 15 vegetable image categories from the dataset. Figure 2: Analyzing a few categories from the vegetable image classification dataset.

Deep Learning 144

Deep Learning Deep Learning Python Data Analysis 144

Heartbeat

MARCH 6, 2023

Image classification is a computer vision task that allows algorithms to understand an image’s contents and assign one or more categories to the image. In this tutorial, you will use the Fashion MNIST dataset that contains 72K grayscale images of clothes belonging to 10 categories. Add the following code block to your R script.

ML 52

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Pickl AI

SEPTEMBER 12, 2023

The choices for further education and specialization are vast and exciting, offering opportunities to acquire advanced skills, explore emerging technologies, and embark on fulfilling careers. They gather, clean, analyze, and visualize data using tools like Excel, SQL, and data visualization software. Why Pursue a Course in Data Science?

Data Science 52

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Mlearning.ai

JULY 23, 2023

Text Classification : Categorizing text into predefined categories based on its content. This is a process where we assign predefined categories, or labels, to text based on its content. In the training phase, a machine learning algorithm is fed a large amount of labeled data — text documents already assigned to specific categories.

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Smart Data Collective

JULY 26, 2020

There are literally hundreds of things you can do to improve employee engagement, but all of them can be assigned to one or more of these core categories: Workload distribution. Skills and education. Employees presented with opportunities to learn new skills and educate themselves tend to feel more actively engaged.

Analytics 112

Analytics Analytics 112

O'Reilly Media

JULY 18, 2023

advisor (and soon-to-be faculty colleague) Philip Guo and I are presenting a research paper at the International Computing Education Research conference (ICER) on this very topic. We split up these ideas into two main categories: ideas that resist AI tools, and ideas that embrace them. I’m Sam Lau from UC San Diego, and my Ph.D.

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ODSC - Open Data Science

JANUARY 25, 2024

OpenAI Releases GPT Store The GPT Store showcases popular and trending GPTs across diverse categories such as DALL·E, writing, research, programming, education, and lifestyle.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Smart Data Collective

OCTOBER 26, 2023

Specialists foster a culture of security awareness within the company by hosting training sessions and making educational resources available. Subjects such as incident response, risk management, access control, and cryptography fall under this category. This empowers employees to adequately support the firm’s security goals.

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Heartbeat

JULY 19, 2023

Finally, the summarise() function counts the number of reviews in each sentiment category. The confusion_matrix variable stores a table that shows the number of correctly and incorrectly classified reviews for each sentiment category (positive and negative). Next, the group_by() function groups the data by the sentiment column.

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning Deep Learning 52

Towards AI

OCTOBER 30, 2023

Image Credit: [link] I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. These representations fall into two categories: · Captions: These serve as textual descriptions that offer diverse perspectives on the visual scene. The model outperforms GPT-4 in several visual instruction tasks.

Machine Learning 117

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 117

Alation

MAY 11, 2023

Stay tuned for more information on what’s sure to be another educational, memorable, and enlightening gathering of the data community. In this blog, I’ll detail how we’ve grown in EMEA specifically, sharing exciting updates and plans for the future. But first: mark your calendars! Our revAlation London event returns for 2023.

Data Governance 52

Data Governance Tableau AWS AI 52

AssemblyAI

MARCH 18, 2024

Generative AI is a broad category of artificial intelligence that enables machines to create new content with guidance from machine learning models. Enhance learning management systems Learning management systems (LMSs) are online platforms that store, manage, and deliver educational content for schools and businesses.

AI 59

AI AI Machine Learning Machine Learning 59

Towards AI

FEBRUARY 16, 2023

It’s important to understand the impacts of automation on the job market to make informed decisions about education, training, and career paths. The job market can be divided into two main categories: the labor market and the goods market. Automation can lead to job displacement, income inequality, and dependency on technology.

Artificial Intelligence 70

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Dataconomy

MAY 4, 2023

Machine learning applications in healthcare are revolutionizing the way we approach disease prevention and treatment Machine learning is broadly classified into three categories: supervised learning, unsupervised learning, and reinforcement learning.

Machine Learning 192

Machine Learning Machine Learning Algorithm ML 192

Tableau

APRIL 22, 2021

I realized that ethnic and racial categories were collected as part of this dataset, and began to conduct an analysis to see if household experiences during the pandemic revealed further markers of inequity in the impact of COVID-19,” Biedry says. Mitchell outlined several avenues for equitable recovery.

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Tableau 98