Towards AI

MAY 23, 2023

Last Updated on May 25, 2023 by Editorial Team Author(s): Ebrahim Pichka Originally published on Towards AI. RL algorithms can be generally categorized into two groups i.e., value-based and policy-based methods. We will discuss the intuition behind PG, how it works, and also provide a code implementation of the algorithm.

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The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

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Heartbeat

SEPTEMBER 13, 2023

Source: ResearchGate Explainability refers to the ability to understand and evaluate the decisions and reasoning underlying the predictions from AI models (Castillo, 2021). Explainability techniques aim to reveal the inner workings of AI systems by offering insights into their predictions. What is Explainability?

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ODSC - Open Data Science

DECEMBER 5, 2023

A new event to ODSC West 2023 were the Lightning talks, which saw a small group of victims (speakers) describe slides picked at random. While we may be done with events for 2023, 2024 is looking to be packed full of conferences, meetups, and virtual events. What’s next?

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AI News

JANUARY 3, 2024

MyShell unveiled OpenVoice in a post this week, linking to a pre-reviewed research paper explaining the technology as well as demo sites on MyShell and HuggingFace where users can try it. Today, we proudly open source our OpenVoice algorithm, embracing our core ethos – AI for all. Experience it now: [link].

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Towards AI

JULY 17, 2023

Last Updated on July 18, 2023 by Editorial Team Author(s): OneByyTwo Originally published on Towards AI. Apriori algorithm is the most sought-after tool when it comes to conducting Market Basket Analysis. We used the Apriori algorithm on python to conduct the Market Basket Analysis separately for Apple and Samsung.

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Marktechpost

AUGUST 21, 2023

Excel VBA Script Explainer uses AI to explain Excel VBA code, while the Excel VBA Script Generator creates VBA scripts. The Google Sheets Formula Generator and the Google Apps Script Explainer use artificial intelligence to analyze and clarify scripts. The use of AI hopes to speed up the process of formula creation.

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AI Weekly

APRIL 20, 2023

bbc.com Ethics TEDx : How I'm fighting bias in algorithms MIT grad student Joy Buolamwini was working with facial analysis software when she noticed a problem: the software didn't detect her face -- because the people who coded the algorithm hadn't taught it to identify a broad range of skin tones and facial structures.

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Unite.AI

NOVEMBER 6, 2023

Traditional machine learning is a broad term that covers a wide variety of algorithms primarily driven by statistics. The two main types of traditional ML algorithms are supervised and unsupervised. These algorithms are designed to develop models from structured datasets. Do We Still Need Traditional Machine Learning Algorithms?

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Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Cristian Originally published on Towards AI. Our job is to explain complicated tech terms in a simple day-to-day language, so everyone can understand. The algorithm learns from this data, understanding the relationship between the input and the output. But don’t worry!

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Google Research AI blog

JULY 23, 2023

We build ML systems to solve deep scientific and engineering challenges in areas of language, music, visual processing, algorithm development, and more. Google is proud to be a Diamond Sponsor of the 40th International Conference on Machine Learning (ICML 2023), a premier annual conference, which is being held this week in Honolulu, Hawaii.

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Towards AI

OCTOBER 4, 2023

Last Updated on October 6, 2023 by Editorial Team Author(s): Amit Chauhan Originally published on Towards AI. Boosting ensemble algorithm in machine learning This member-only story is on us. Upgrade to access all of Medium.

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Mlearning.ai

DECEMBER 31, 2023

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI). What is Explainable AI? Complexity vs.

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Unite.AI

OCTOBER 7, 2024

The authors explain: ‘During the fine-tuning process, the [diffusion models] progressively shift their learned distribution from the pretrained DMs’ [distribution] toward the fine-tuned data [distribution]. The guidance relies in part on a time-varying noising process similar to the 2023 outing Erasing Concepts from Diffusion Models.

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Towards AI

NOVEMBER 5, 2023

Last Updated on November 5, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. A deep dive into explainability for business leadersImage by Don Kaluarachchi (author) In this article, we are going to look into the world of machine learning explainability.

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ODSC - Open Data Science

FEBRUARY 24, 2023

Algorithm-visualizer GitHub | Website Algorithm Visualizer is an interactive online platform that visualizes algorithms from code. The project was inspired by a group of coders looking to visualize what they’re working on, thus creating a tool that can show algorithms and descriptions of algorithms in real time.

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Marktechpost

JULY 17, 2023

It relates to employing algorithms to find and examine data patterns to forecast future events. Algorithms and models Predictive analytics uses several methods from fields like machine learning, data mining, statistics, analysis, and modeling. Machine learning and deep learning models are two major categories of predictive algorithms.

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Marktechpost

JULY 21, 2023

The software can explain, translate, summarize, or rewrite Any piece of writing. The software can explain, translate, summarize, or rewrite Any piece of writing. To that end, SciSpace Copilot has been developed to comprehensively explain all the data in scientific articles, including tables, charts, and graphs.

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PyImageSearch

JUNE 12, 2023

Home Table of Contents DETR Breakdown Part 2: Methodologies and Algorithms The DETR Model ?️ Summary Citation Information DETR Breakdown Part 2: Methodologies and Algorithms In this tutorial, we’ll learn about the methodologies applied in DETR. 2020) propose the following algorithm. Object Detection Set Prediction Loss ?

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Marktechpost

AUGUST 24, 2023

Here’s our curated list of the top AI and Machine Learning-related subreddits to follow in 2023 to keep you in the loop. r/computervision Computer vision is the branch of AI science that focuses on creating algorithms to extract useful information from raw photos, videos, and sensor data. There are about 68k members.

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ODSC - Open Data Science

DECEMBER 7, 2023

You’ll cover the integration of LLMs with advanced algorithms in DataGPT, with an emphasis on their collaborative roles in data analysis. During this talk, you’ll cover several concrete use cases for advanced time series forecasting, anomaly detection, and root cause analysis.

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Marktechpost

DECEMBER 10, 2023

This entails creating machine learning algorithms and forecasting their results with a single mouse click. The low-code API allows anyone to use the algorithms to make predictions and incorporate those forecasts into their real-world applications. The post Top Low/No Code AI Tools (September 2023) appeared first on MarkTechPost.

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Towards AI

OCTOBER 15, 2023

Last Updated on October 18, 2023 by Editorial Team Author(s): Amit Chauhan Originally published on Towards AI. In that case, we can use soft-max regression is a multinomial logistic regression or multi-class classification algorithm. Supervised multi-class classification in machine learning This member-only story is on us.

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IBM Journey to AI blog

JUNE 26, 2023

Possibilities are growing that include assisting in writing articles, essays or emails; accessing summarized research; generating and brainstorming ideas; dynamic search with personalized recommendations for retail and travel; and explaining complicated topics for education and training. by 2032 with a 27.02% CAGR between 2023 and 2032.

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ODSC - Open Data Science

MARCH 27, 2023

In this session, you will learn how explainability can help you identify poor model performance or bias, as well as discuss the most commonly used algorithms, how they work, and how to get started using them. Why is it important? What techniques are there and how do they work?

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How to Learn Machine Learning

JANUARY 21, 2023

Then check out our article on the best Artificial Intelligence trends in 2023! At its core, AI relies on algorithms, data processing, and machine learning to generate insights from vast amounts of data. The key component of AI includes data processing, algorithms, and machine learning.

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AI News

APRIL 29, 2024

” In 2023, technology companies faced numerous lawsuits and widespread criticism for allegedly using copyrighted material from artists and publishers to train their AI models without proper authorisation. OpenAI understands the importance of transparency, attribution, and compensation – all essential for us,” explained Ridding.

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ODSC - Open Data Science

AUGUST 29, 2023

As these teams work together to optimize prompt development to shape AI responses across industries, they will also work with the algorithms that power LLMs to ensure that any integration of AI continues on proper trajectories while ensuring that human-AI engagement maintains proper ethical standards.

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AI News

JULY 24, 2023

This approach challenges the notion that GPUs are necessary for efficient deep learning,” explains Bogunowicz. When asked about the suitability of sparse neural networks for enterprises, Bogunowicz explained that the vast majority of companies can benefit from using sparse models.

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ODSC - Open Data Science

FEBRUARY 10, 2023

Introducing the ODSC East Bootcamp Roadmap — Starting Now We’re making some changes to our popular Mini-Bootcamp for ODSC East 2023. Volunteer for ODSC East 2023 ODSC volunteers are an integral part of the success of each ODSC conference and a perfect extension of our core team and ambassadors to our community!

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Unite.AI

JUNE 11, 2024

Accelerate Processes Investigators can use AI to accelerate examination, analysis and reporting significantly since these algorithms can rapidly analyze large amounts of data. For instance, in 2023, companies took 277 days on average to respond to a data breach.

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Unite.AI

AUGUST 1, 2024

AI-powered language learning apps leverage advanced algorithms, natural language processing, and adaptive technologies to create tailored learning experiences. BirdBrain's algorithms, embedded within the lessons, improve over time as more learners engage with the platform.

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Bugra Akyildiz

JULY 29, 2023

As of 2023, multimodal deep learning is still heavily focusing on text-image modeling, while other modalities such as video (and audio) are only sparsely investigated. For these tasks, humans often start with a high-level algorithmic design and implement each part gradually.

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PyImageSearch

FEBRUARY 27, 2023

Table of Contents Learning JAX in 2023: Part 2 — JAX’s Power Tools grad , jit , vmap , and pmap ?? Summary Citation Information Learning JAX in 2023: Part 2 — JAX’s Power Tools grad , jit , vmap , and pmap In this tutorial, you will learn the power tools of JAX, grad , jit , vmap , and pmap. How Does JAX Handle Randomness?

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Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Data Science meets Cyber Security Originally published on Towards AI. Now Algorithms know what they are doing and why! So, don’t worry, this is where Explainable AI, also known as XAI, comes in. INTRODUCTION: Hello, technophiles and curious minds. SOURCE: [link] A.

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Marktechpost

JUNE 27, 2023

Raw Shorts To assist organizations in making explainer films, animations, and promotional movies for the web and social media, Raw Shorts provides a text-to-video creator and a video editor driven by artificial intelligence. The post Best AI Tools for Artists and Creators (2023) appeared first on MarkTechPost.

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Flipboard

APRIL 17, 2023

Home Table of Contents Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First Machine Learning Model with JAX Configuring Your Development Environment Having Problems Configuring Your Development Environment? ? Train a Simple Model with JAX Build a Linear Dataset Linear Model Build a Nonlinear Dataset Nonlinear Model ?

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