Data Science Dojo

FEBRUARY 2, 2024

In this blog, we’re diving into a new approach that promises not just to shake things up but to guarantee top-notch results. Problem under consideration In our blog, we’re utilizing a dataset focused on House Price Prediction to illustrate various encoding techniques with examples.

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Analytics Vidhya

MARCH 20, 2022

Audio classification is an Application of machine learning where different sound is categorized in certain categories. In our previous blog, we have studied Audio classification using ANN and build a model from scratch. Hello, and welcome to a wonderful article on audio classification. Almost […].

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Data Science Dojo

MARCH 23, 2024

While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models. The very common model types under this category include encoder-only, decoder-only, and encoder-decoder transformers. How to categorize transformer models?

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Data Science Dojo

MAY 29, 2023

Go through this blog and discover why visualizations are crucial in Data Science and explore the most effective and game-changing types of visualizations that will revolutionize the way you interpret and extract insights from your data. The x-axis represents the categories, and the y-axis represents the count or frequency of each category.

Data Visualization 368

Data Visualization Data Science Data Analysis Data Analysis 368

SAS Software

JANUARY 8, 2024

An unobserved category is one that does not appear in a sample of data. The post Reporting statistics for unobserved levels of categorical variables appeared first on SAS Blogs. The post Reporting statistics for unobserved levels of categorical variables appeared first on SAS Blogs. This can cause a headache [.]

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Data Analysis Data Analysis 72

IBM Journey to AI blog

NOVEMBER 14, 2023

IBM named a Leader In the report, Forrester Research evaluated 15 digital process automation (DPA) providers against 26 criteria in three categories: Current offering, Strategy and Market presence. In addition, IBM received the highest possible score in vision, innovation and partner ecosystem in the Strategy category.

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AI AI 109

SAS Software

JUNE 12, 2023

Now it’s your turn to cast your vote for the best in each category. appeared first on SAS Blogs. Entries are in. The post SAS Customer Recognition Awards – It’s time to vote!

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Dataversity

DECEMBER 19, 2023

In part one of this blog post, we described why there are many challenges for developers of data pipeline testing tools (complexities of technologies, large variety of data structures and formats, and the need to support diverse CI/CD pipelines). More than 15 distinct categories of test tools that pipeline developers need were described.

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Data Pipeline 64

phData

OCTOBER 3, 2023

In part 1 of this blog series, you learned how to build a simple hierarchy filter, and in part 2 , you learned how to build a filter for a long hierarchy by keeping certain hierarchy sections collapsed by default. In this blog, I will show you how to use the hierarchy filters in dashboards by creating an accordion menu.

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Tableau 59

SAS Software

NOVEMBER 13, 2023

His comment is a reminder that when we plot data for a large number of categories (states, countries, [.] The post Tip: Avoid alphabetical order for a categorical axis in a graph appeared first on SAS Blogs.

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phData

SEPTEMBER 11, 2023

For example, Region and State or Category and Sub-Category. When filters are added like this, you will lose some much-needed context regarding which sub-categories roll up to which category. Sub-Category Level [Levels]%3 Convert this to a dimension. This is not a new problem in Tableau.

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Tableau 52

Dataconomy

FEBRUARY 22, 2024

Toolify is the largest AI tools directory and marketplace, featuring over 9900 AI-powered tools across 233 categories. AI tool categories on Toolify Toolify houses a diverse range of AI tools organized into over 200 categories covering a wide spectrum of capabilities.

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AWS Machine Learning Blog

NOVEMBER 26, 2023

You can recommend actions such as enrolling in loyalty programs, signing up for a newsletter or magazine, exploring a new category, downloading an app, and other actions that encourage conversion. User A is a frequent buyer and has shopped mostly in the “Beauty & Grooming” and “Jewelry” categories in the past.

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Towards AI

FEBRUARY 16, 2024

So sunburst charts, are a data visualization based on overlaying circles which can tell about how different categories or groups relate to each other. My goto tool was a sunburst chartConversion Metrics: Many of you would have heard of… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter.

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Towards AI

JANUARY 11, 2024

In this article, I’ll guide you through your first training session on a Machine Learning Algorithm: we’ll be training… pub.towardsai.net Classification and Regression fall under Supervised Learning, a category in Machine Learning where we have prior knowledge of the target variable. alongside a target variable: the house price.

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phData

MAY 28, 2024

In this blog, we will cover Line charts and Area charts. In summary, Line and Area charts are visual representations of your data that help you see trends, patterns, and changes over time or across different categories. This is particularly helpful when the total value varies significantly over time or across different categories.

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SAS Software

JUNE 27, 2023

The email series offers quick ideas and information within three categories: research and insight, questions for closeness, and weekend activity ideas. The post The Weekly Meeting: A stress reducer for partners appeared first on SAS Blogs. As I revisit this content I was reminded of the weekly meeting practice I wrote about [.]

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Towards AI

JULY 17, 2023

You need to classify between 6 different categories, i.e.,… Read the full blog for free on Medium. Problem Statement You are working in a big tech company that wants to analyze their customer’s emotions based on their social media content so as to take appropriate initiatives for their customers.

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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.

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Tableau

MAY 1, 2024

Before we jump into each category and the 2024 winners, let's dive into each one of the 11 categories and recognize all the incredible Community members who were nominated for a Vizzies Awards this year! This year, the annual awards took place during Tableau Conference 2024 in San Diego and recognized a total of 13 community members.

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Data Science Dojo

MAY 27, 2024

In this blog, we will explore the details of both approaches and navigate through their differences. In contrast, discriminative AI primarily operates in supervised learning settings, leveraging labeled data to classify input into predefined categories. We will also revisit some real-world applications of both approaches.

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Data Science Blog

MAY 9, 2024

Zur Podcast-Folge auf Spotify: [link] Zur Podcast-Folge auf iTunes: [link] Zur Podcast-Folge auf Google: [link] Zur Podcast-Folge auf Deezer: [link] The post Data Jobs – Podcast-Folge mit Benjamin Aunkofer appeared first on Data Science Blog.

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IBM Journey to AI blog

FEBRUARY 2, 2024

Not an easy task when you need to celebrate the achievements and stories of more than 1,000 nominees across nearly 100 categories. Next they select an artist or award category to feature, the subject of the post, such as biographical information, GRAMMY achievements, or philanthropic causes, and any topics to exclude from the output.

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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,

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phData

OCTOBER 13, 2023

In a previous blog , I went over how you can create multiple select parameters in Tableau. However, in that blog post, I did not cover how to add an “ALL” option since that requires a few more additional steps. Subcat TF CONTAINS([Subcat Parameter], [Sub-Category]) OR [Subcat Parameter] = "ALL" 2.

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Tableau Data Visualization 52

Flipboard

FEBRUARY 7, 2023

Gapminder sent photographers into more than 400 homes in 63 countries around the world to photograph nearly 300 categories of household objects. They then mapped Dollar Street’s metadata to categories in ImageNet and tested the neural networks against the new data set. Read the organization’s blog post about Dollar Street here.

Machine Learning 120

Machine Learning Machine Learning AI AI 120

Dataversity

FEBRUARY 26, 2024

Organizations across all categories and sizes (MNCs and SMEs) have started making critical business decisions based on insights gathered from collected data. Data has always been a driving factor for organizations. Over the past decade, the value of data has increased exponentially.

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IBM Journey to AI blog

FEBRUARY 22, 2024

The paper lays out the potential risks associated with foundation models through the lenses of ethics, laws, and regulations in three different categories: Traditional. Known risks from prior or earlier forms of AI systems.

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AI AI Analytics Analytics 61

DrivenData Labs

FEBRUARY 2, 2023

For videos showing a takahē, 77% of the total probability was assigned to the bird category, and for wekas, 44% of the probability. For the mice and rats, 28% and 30% were assigned to the rodent category. So let's see if Zamba recognizes birds it has never seen. But some of the results are less impressive. So that's promising.

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Google Research AI blog

AUGUST 28, 2023

To overcome this, the open-vocabulary detection task (OVD) has emerged, utilizing image-text pairs for training and incorporating new category names at test time by associating them with the image content. By treating categories as text embeddings, open-vocabulary detectors can predict a wide range of unseen objects. mask AP r.

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Clustering 71

Pickl AI

NOVEMBER 3, 2023

Data School by Kevin Markham Category: Tutorials and Python Programming Subscribers: 216K Link to the Channel: [link] It is a treasure trove of Data Science tutorials. If you too are a curious soul like me and want to explore more about Data Science, this blog will be helpful for you. Freecodecamp Category: Data Science Subscribers: 8.35

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DataRobot

APRIL 6, 2020

If you’re a regular reader of the DataRobot blog, you likely fall into one of two categories. Our blogs target these two groups because they are the primary people who interact with our software. Until now.

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Data Science Dojo

JUNE 22, 2023

This blog will walk you through some of the SEO best practices you should learn to make the website SEO optimized. Ensure your website’s structure is logically organized with proper categories and subcategories mentioned properly. So if you want to become a pro in SEO, you should consider joining a learning program.

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Analytics Analytics 195

Pickl AI

APRIL 11, 2023

The focus of this blog is to take you through different types of variables in statistics (broader classification), along with their examples. 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.

Data Science 52

Data Science Data Scientist Data Visualization Data Analysis 52

DataRobot

AUGUST 30, 2021

As part of a blog post series on the topic of building trust in AI , we recently talked about how DataRobot organizes trust in an AI system into three main categories: performance, operations, and ethics. In each of these categories is a set of dimensions of trust.

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AI AI 90

Data Science Dojo

JUNE 4, 2024

In this blog, we will explore this world of knowledge to explore the best books on AI that are available in the market today. Engineers and scientists belong to this category as well, focusing primarily of field of applied AI like robotics, self-driving cars, or healthcare.

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phData

SEPTEMBER 26, 2023

In part 1 of this blog series, you learned how to build a hierarchy filter that operates using set actions. In this blog, as alluded to in the previous part, I will show you how to overcome the limitation of keeping things lined up when dealing with a long hierarchy like Region-State or Year-Quarter-Month hierarchy.

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Tableau 52