ODSC - Open Data Science

MAY 19, 2023

is “more opinionated” than the previous version, providing a stronger artistic touch and a flair for the dramatic. The update is available in open beta testing, and users can activate it in the /Settings section of the Discord chatbot. According to Midjourney CEO David Holz, Midjourney 5.1 Users have reported that Midjourney 5.1

Data Science 95

Data Science AI AI Artificial Intelligence 95

Artificial Corner

JUNE 4, 2023

Photo by Hannah Busing on Unsplash If you don’t have time to read the whole article, you can move quickly across the text by clicking on the section that best suits you. Quantifying Mixing Behaviors in Networks In this section we will go over two measures which can be useful to quantify the degree of homophily of the nodes in a network.

Categorization 98

Categorization Python Explainability Data Science 98

Towards AI

APRIL 5, 2023

This article is divided into three main sections: #1 Set up your OpenAI account & create an API key#2 Establish the general connection from Google Colab #3 Try different requests: text generation, image creation & bug fixing Please note: Although this tutorial was done in Google Colab (free), you may want to try other environments. . #1

ChatGPT 91

ChatGPT OpenAI Python Natural Language Processing 91

Towards AI

APRIL 9, 2023

After examining each segment of the letter by Gates and giving my analysis and opinion, its finally the time to end the very long essay. In my opinion, AGI is still far, so for right now, we would probably need special AI to do specific tasks. However, as Gates pointed out, there will be immense competition by companies nonetheless.

Artificial Intelligence 90

Artificial Intelligence Artificial Intelligence OpenAI ChatGPT 90

Mlearning.ai

JULY 20, 2023

Expand the Outline With a solid outline in place, it’s time to expand each point into a full-fledged section of your article. Can you help me write a detailed section about the benefits of Jumping Jacks for fitness beginners? In the section about Squats, you used the term “quads”. ChatGPT: Of course!

ChatGPT 40

ChatGPT Artificial Intelligence Artificial Intelligence Robotics 40

AssemblyAI

FEBRUARY 22, 2024

Sentiment Analysis can track how agent and customer sentiment is trending throughout each section of the conversation. These entities and topics can also be tied to Sentiment Analysis to determine customer feelings and opinions towards products, campaigns, or even agents.

Large Language Models 147

Large Language Models AI AI Conversational AI 147

AssemblyAI

JANUARY 23, 2023

Then, sales and marketing teams can use these insights to flag key sections of conversations, automatically identify risks or opportunities, coach representatives on best practices, identify buying patterns or other trends, and more. What’s the difference between Conversational Intelligence AI and Conversational AI?

AI 130

AI AI AI Modeling Natural Language Processing 130

Towards AI

JANUARY 30, 2024

These include understanding symptoms and conditions better, including simplifying explanations in local vernaculars…and acting as a valuable second opinion.” Find the research paper in the papers of the week section. Why should you care? This post shares four areas where […]

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Towards AI

AUGUST 6, 2023

At the beginning of the newsletter, Andrew Ng shares some of his opinions on the topics. As he mentions in about section: “I make videos about machine learning research papers, programming, and issues of the AI community, and the broader impact of AI in society.” Compared to the previous ones, this is a rather comprehensive newsletter.

Computer Vision 92

Computer Vision Machine Learning Robotics ML 92

Towards AI

AUGUST 5, 2023

Allow me to share my personal opinion on LLM Agents: They are going to revolutionize everything! In this section, we will go through the code available in the Notebook. Last Updated on August 7, 2023 by Editorial Team Author(s): Pere Martra Originally published on Towards AI. If you’re new to this concept, get ready to be amazed.

Large Language Models 84

Large Language Models OpenAI Python ChatGPT 84

Towards AI

FEBRUARY 13, 2023

ChatGPT has been a topic of discussion since its launch, with opinions divided between its potential benefits and perceived threats. The Learn AI Together Community section! Qdrant cloud platform can be accessed through the website. Hottest News 1.Is Is ChatGPT Coming for Your Job? Enjoy these papers and news summaries?

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 90

AI Impacts

JULY 20, 2023

Towards best practices in AGI safety and governance: A survey of expert opinion (GovAI, Schuett et al., It has brought a few ideas to my attention, it has pointed me toward a few helpful sources, and maybe the Levers of governance section helped me think about AI governance from the perspective of levers.

AI Strategy 100

AI Strategy AI AI Neural Network 100

NLP People

JUNE 5, 2018

For more information check their jobs section. For open job positions visit their job section. The company utilises algorithms for targeted data collection and semantic analysis to extract fine-grained information from various types of customer feedback and market opinions. Open job positions can be found here.

NLP 52

NLP Data Mining Deep Learning Natural Language Processing 52

Towards AI

JANUARY 24, 2023

We will include in the Events calendar section of this newsletter (85,000 direct subscribers, 360,000 followers on socials) and include in the Events Calendar of our Learn AI Together Discord (36,000 members). Read the opinions of all the experts on AI, the future of jobs and the need for governance and credibility.

Large Language Models 52

Large Language Models Artificial Intelligence Artificial Intelligence AI 52

Ofemwire

SEPTEMBER 22, 2023

However, it is crucial to be aware of the potential disadvantages and risks associated with UGC, which we will discuss in the next section. This allows you to have real-time conversations and gather qualitative data on their experiences, opinions, and suggestions.

Automation 52

Automation AI Tools AI AI 52

Mlearning.ai

MAY 10, 2023

This iterative process helps the generator improve its image creation, but it still struggles with the intricate details of hands due to the reasons discussed in the previous section. This could lead to the spread of misinformation, the manipulation of public opinion, and the potential erosion of trust in visual media.

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Towards AI

JANUARY 31, 2023

Regardless of one’s opinion of ChatGPT, its release last year generated another buzz in the AI community. The Learn AI Together Community section! AI adoption: is it obvious yet? Its launch likely did more to promote the value of machine learning to non-experts than any other event. Enjoy these papers and news summaries?

Neural Network 52

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Cold Takes

JANUARY 18, 2024

There are a good number of jobs available now that are both really promising opportunities to help (in my opinion) and are suitable for people without a lot of pre-existing knowledge of AI risk (or even AI). I wrote ~2 years ago that it was hard to point to concrete opportunities to help the most important century go well.

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Software Engineer Software Development OpenAI AI Developer 49

AssemblyAI

FEBRUARY 6, 2024

  For example, lead intelligence software company CallRail uses conversation intelligence to auto-score and auto-categorize key sections of conversations processed by its platform to help its customers more intelligently and efficiently analyze this call data.

AI Modeling 246

AI Modeling AI AI Large Language Models 246

Pickl AI

MAY 7, 2023

Quick Snap at Mounds of Data Being Fed in Facebook Every 60 seconds, Facebook users upload around 136,000 photos The comment section is busted 510,000 comments every minute And 293,000 status updates are posted on Facebook every 60 seconds Every day, Facebook generates 500 + terabytes of information. So, what happens with this information?

Big Data 52

Big Data Data Science Deep Learning Robotics 52

Heartbeat

MAY 16, 2023

Sentiment analysis is now more crucial than ever for companies and organizations to understand customer opinions and feedback in light of the growth of social media and online customer evaluations. Image from: [link] Implementation In this section, we will walk through the steps involved in implementing sentiment analysis using ELECTRA.

NLP 52

NLP Natural Language Processing Machine Learning Deep Learning 52

O'Reilly Media

JULY 18, 2023

Reflections Our study findings capture a rare snapshot in time in early 2023 as computing instructors are just starting to form opinions about this fast-growing phenomenon but have not yet converged to any consensus about best practices. Section 7 of our paper has more examples.)

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ChatGPT AI Tools Explainability AI 61

AWS Machine Learning Blog

DECEMBER 22, 2023

Lambda instruments the financial services agent logic as a LangChain conversational agent that can access customer-specific data stored on DynamoDB, curate opinionated responses using your documents and webpages indexed by Amazon Kendra, and provide general knowledge answers through the FM on Amazon Bedrock. OutputKey==`AmplifyBranch`].OutputValue'

Generative AI 98

Generative AI Automation Chatbots AI 98

Unite.AI

MAY 3, 2024

I'll break everything down step-by-step and share my honest thoughts and opinions. I could regenerate the outline, add more sections, edit, and regenerate the headings. Generate each section with instructions for later. Step 10: Edit the Content Editing the sections with the Editor was simple. Reading time and word count.

AI 130

AI AI NLP Natural Language Processing 130

The MLOps Blog

MARCH 20, 2023

In the upcoming sections, we will delve into the specific challenges associated with dataset version management in long term ml projects, that ml teams often encounter and the solutions that can be adopted to mitigate them. This section explores best practices that address these challenges. 3 Incorporating additional data sources.

ML 59

ML Data Drift Machine Learning Algorithm 59

AWS Machine Learning Blog

MARCH 23, 2023

In the following sections, we walk through the code to build this pipeline. The content and opinions in this post contains those from third-party authors and AWS is not responsible for the content or accuracy of this post. item() boto3.Session().resource("s3").Bucket(loaded_data["bucket"]).download_file( resource("s3").Bucket(loaded_data["bucket"]).download_file(

ML 95

ML Machine Learning Deep Learning Explainability 95

Applied Data Science

MAY 6, 2021

In my opinion, the best part about Airflow is its elegant design of its DAGs , Tasks and Operators , making it approachable for anyone familiar with Python. link] The next section is a simply defining some default parameters for our DAG. It makes any kind of workflow possible. link] We finally have the definition of the DAG.

Data Scientist 52

Data Scientist Automation Python Data Science 52

Mlearning.ai

APRIL 13, 2023

This post is not an expert opinion, it is my way of trying to learn and think through a new field and document my learnings. To the experts in the field of MMM and MTA, your comments are much appreciated in correcting my view or expanding on any section.

Data Science 52

Data Science Deep Learning Neural Network Machine Learning 52

PyImageSearch

APRIL 3, 2023

Jump Right To The Downloads Section Deploying a Custom Image Classifier on an OAK-D Introduction As a deep learning engineer or practitioner, you may be working in a team building a product that requires you to train deep learning models on a specific data modality (e.g., Looking for the source code to this post? start() fourcc = cv2.VideoWriter_fourcc(*'XVID')

Neural Network 64

Neural Network Computer Vision Deep Learning AI 64

Topbots

OCTOBER 10, 2023

section 5), which is closely intertwined with the task of creating fine-tuning data. In the next section, we will look at fine-tuning, integrating additional information from memory and semantic search, and connecting agents to your conversational system to empower it to execute specific tasks. section 2) and a pre-trained LLM.

Large Language Models 59

Large Language Models Conversational AI UX Design LLM 59

AssemblyAI

APRIL 15, 2024

Sentiment analysis : Analyze the emotional tone behind a series of words to understand the attitudes, opinions, and emotions expressed by the speaker. Chapter detection : Automatically segment audio into chapters or sections based on thematic or topical shifts.

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

Heartbeat

AUGUST 16, 2023

Scroll down to the YouTube section. Steps followed 1) Data Collection Creating the Google credentials and generating the YouTube Data API Key Scraping Youtube links using Python code and a generated API Key Downloading the videos of the links saved 2) Setup and Installations Setting up the virtual Python 3.9 And then enable it.

Python 52

Python Computer Vision Deep Learning ML 52

Heartbeat

FEBRUARY 14, 2024

Photo by Alexander Shatov on Unsplash In today’s digitally interconnected world, where online conversations shape public opinions, understanding the underlying sentiments in social media interactions is paramount. It is a powerful tool for gauging public opinion and adapting strategies accordingly. Setting up the environment.

Python 52

Python Deep Learning Categorization Machine Learning 52

ODSC - Open Data Science

JULY 25, 2023

ChatGPT found some of these controversies, and I expand on that later in the Discussion section. I did not correct any logic or substantive errors in this section, so you can see what to expect from this collaboration. Several political, economic, and environmental issues about data centers are controversial.

ChatGPT 52

ChatGPT Chatbots Large Language Models AI 52

John Snow Labs

JUNE 27, 2023

In this section, we will provide an overview of two widely recognized LLMs, BERT and GPT, and introduce other notable models like T5, Pythia, Dolly, Bloom, Falcon, StarCoder, Orca, LLAMA, and Vicuna. In this section, we will explore some popular use cases of LLMs and delve into the benefits they bring to the table.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Unite.AI

AUGUST 1, 2023

In the following sections of this article, we will delve into the realm of advanced methodologies aimed at refining Large Language Models (LLMs), such as prompt engineering techniques and tactics. .” By comparing the two responses, it is evident that a well-defined prompt leads to a more relevant and user-friendly response.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Heartbeat

SEPTEMBER 25, 2023

The following sections will explore the various applications and impacts of machine learning in healthcare diagnosis in greater detail. CAD systems analyze images, identify areas of concern, and provide automated assessments, serving as a valuable second opinion for radiologists.

Machine Learning 52

Machine Learning Algorithm Data Scientist Automation 52