Data Science Dojo

JULY 18, 2023

Access to Resources : After completing the bootcamp, you’ll have access to course materials, coding labs, Jupyter notebooks, and additional learning resources for one year. These resources will serve as valuable references as you work on your ChatGPT-like application.

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Data Science Dojo

MAY 14, 2024

Customer relationship management or CRM refers to a system that manages all customer interactions for any business. AI CRMs, also referred to as Generative CRMs, leverage the power of generative AI to enhance automation efficiency and improve the personalization of customer interactions. What are AI-powered CRMs?

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ODSC - Open Data Science

APRIL 24, 2024

Incomplete Understanding of Resource Usage Data analytics requires intelligent integration to provide a holistic viewpoint of a company’s resource usage. Smart tech attaches to countless utility reference points, including water and energy infrastructure. What about the water wasted cleaning production lines or failed lab tests?

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Dataconomy

OCTOBER 12, 2023

For example, in a manufacturing process, suppliers could provide raw materials. Inputs The second element, “Inputs,” encompasses all the materials, information, or resources required to kickstart the process. Inputs encompass materials, data, information, or any other resources that the process relies on.

Analytics 113

Analytics Analytics 113

Towards AI

FEBRUARY 22, 2024

From zero to hero with LLMs’ is a curated collection of resources to make cutting-edge AI knowledge accessible to all with the wealth of free online materials. All resources listed here are free, except some online courses and books, which are recommended for a better understanding. We hope you find it useful.

AI 101

AI AI Machine Learning Machine Learning 101

IBM Journey to AI blog

JANUARY 16, 2024

Depending on the product, this phase may also involve wire-framing and modeling as well as costing the price of materials or server space. Occasionally, it might be necessary to build a handful of variations with different features, material or capabilities. Prototype A prototype is a crucial step in the product development process.

Database 82

Database 82

Dataconomy

AUGUST 11, 2023

Industrial IoT (IIoT) refers to the interconnection of industrial equipment and devices through the Internet, allowing data to be collected, analyzed, and acted upon in real time. The industrial sector often requires the consumption of various resources like energy, water, and raw materials.

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Pickl AI

NOVEMBER 8, 2023

The Scikit-Learn cheat sheet is a concise reference guide for using Scikit-Learn , a popular Machine Learning library in Python. This resource is invaluable for Data Scientists and Machine Learning practitioners, streamlining their workflow and aiding in model development. Medium is a good platform to find such resources.

Machine Learning 52

Machine Learning Machine Learning Data Science Python 52

IBM Journey to AI blog

DECEMBER 15, 2023

A play on the business term “the bottom line,” otherwise referred to as profit, the triple bottom line adds two more players to the mix of modern-day business strategy. Moreover, using the earth’s natural resources like sunlight, wind, water and others can create renewable energy.

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IBM Journey to AI blog

DECEMBER 4, 2023

Business leaders overestimate the resources required to pursue AI, often unaware of the available technology and training. We aren’t referring to conversational AI chatbots that generate answers to general questions with little transparency into their training or data. Another critical component of myth No.

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Heartbeat

NOVEMBER 29, 2023

Community and Resources: A flourishing community can elevate any endeavor; the same applies to deep learning frameworks. TensorFlow and PyTorch boast passionate communities but differ in size and resources. As PyTorch gains traction, more learning materials and support emerge, creating a vibrant ecosystem.

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Deep Learning Deep Learning Machine Learning Machine Learning 59

IBM Journey to AI blog

DECEMBER 1, 2023

Enterprise resource planning (ERP) is a business management software built to do just that. While there are different types of enterprise resource planning systems, all solutions are built to help improve business functions and business operations. The software is installed on an organization’s own servers and computer equipment.

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AWS Azure Business Intelligence Business Intelligence 94

Mlearning.ai

AUGUST 21, 2023

By analyzing patterns and trends in patient data, healthcare providers can tailor interventions, allocate resources, and provide personalized support to encourage positive patient behaviors and outcomes. It facilitates personalized interventions, educational outreach, and optimized resource allocation.

Predictive Analytics 52

Predictive Analytics Data Analysis Data Analysis Analytics 52

Hacker News

JUNE 7, 2023

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. We can do this programmatically using LLMResourceFunction : &#10005 We can also do it in a Chat Notebook using !ActiveVoiceRephrase

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IBM Journey to AI blog

FEBRUARY 7, 2024

This may include using more eco-friendly packaging or production materials and reducing waste, as well as human-centered efforts such as ensuring fair labor practices and safe work environments. These changes often require rethinking organizational practices and developing new partnerships. trillion in economic benefits by 2030.

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Heartbeat

MARCH 14, 2024

AI refers to computer systems capable of performing tasks that typically require human intelligence. Process Optimization: ML algorithms can continuously analyze and optimize complex industrial processes, leading to increased efficiency, reduced resource consumption, and improved product quality.

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Smart Data Collective

SEPTEMBER 17, 2020

The term data analysis refers to the recovery of useful information from data. Finally, you must properly summarize the facts that have been determined from the material you have evaluated and cleansed. In this article, we discuss what this practice is, how it is done and why you might require its use. What is Data Analysis?

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IBM Journey to AI blog

APRIL 22, 2024

This Earth Day, we are calling for action to conserve our scarcest resource: the planet. This enables large buildings,such as grocery stores, to partially pause their energy use—for example, heating or cooling—up to a threshold where there is no material impact to their operations.

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Data Science Blog

MARCH 26, 2023

Many other study materials on RL also first explain dynamic programing (DP) to introduce GPI, interactive relations of values and policies. I apologize for not being able to provide enough resources for discussion on effectiveness of Double Q-learning. I make study materials on machine learning, sponsored by DATANOMIQ.

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Towards AI

OCTOBER 4, 2023

They are sensitive to the unexpected details in training materials as well. The main reason was that, compared to CV tasks, NLP tasks already have much larger amounts of human-generated training materials to train on. Computational resources are already a bottleneck for LLM training.

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Towards AI

FEBRUARY 25, 2023

How to consume a Linked Data Event Stream and store it in a TimescaleDB database Photo by Scott Graham on Unsplash Linked data event stream Linked Data Event Streams represent and share fast and slow-moving data on the Web using the Resource Description Framework (RDF). Next in the Apache NiFi flow is a version materialization component.

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Pickl AI

MAY 29, 2023

6) Read the Official Documentation Finally, Python has comprehensive official documentation serving crucial information needed for a deep understanding of its working mechanism; the document comprises references, examples, and explanations of all its modules, making it a reliable go-to source in times of confusion or difficulty.

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Defined.ai blog

JANUARY 29, 2023

For example, when training a model to accurately identify abnormalities in medical images such as MRIs or X-rays, having sufficient access to abnormal diagnostic imaging—whether for lack of resources or medical privacy laws—may be challenging. is your best resource for building robust and effective GAN projects.

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Deep Learning Deep Learning ML ML 95

Tableau

JANUARY 26, 2022

Without this foundation, students have no conceptual frame of reference for the work they will be doing. The course materials are available as shared files and as a Canvas course export package, so instructors can quickly and easily access the course material with just a few clicks. Kathy: Get curious! Here’s how: .

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Tableau

JANUARY 26, 2022

Without this foundation, students have no conceptual frame of reference for the work they will be doing. The course materials are available as shared files and as a Canvas course export package, so instructors can quickly and easily access the course material with just a few clicks. Kathy: Get curious! Here’s how: .

Tableau 97

Tableau Data Visualization Data Governance Data Science 97

IBM Journey to AI blog

AUGUST 7, 2023

This practice refers to the process of burning the leftover plant material after the main harvest, such as straw, stubble, and other agricultural residues in fields. In the pursuit of long-lasting solutions, TNCC has partnered with IBM to leverage the necessary technology and data resources.

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Heartbeat

NOVEMBER 16, 2023

String evaluators function by juxtaposing a model’s generated output against a reference or an expected output. String Evaluators A string evaluator is a component used to assess the performance of a language model by comparing its generated text output (predictions) to a reference string or input text.

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Dataconomy

JANUARY 5, 2024

The Midjourney Styles List reportedly contains over 16,000 entries , likely referring to the names of individual artists or artistic movements used to train the Midjourney AI model. This suggests a vast and diverse range of styles and influences the model can draw from.

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Hacker News

FEBRUARY 20, 2023

“The particulars of the university’s disciplinary investigation of Dr. Carpenter, that defendants have just been made aware of through the Albany Times Union article, is critically material to the jury’s determination of Dr. Carpenter’s credibility and bias,” they wrote. The Case The case, in St.

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Dataconomy

SEPTEMBER 6, 2023

At its core, generative AI refers to models and algorithms capable of creating content. Whether it’s material design or quality assurance, generative models can simulate countless scenarios to identify the optimal approach. This can be anything from writing text, designing graphics, to even composing music.

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IBM Journey to AI blog

JANUARY 24, 2024

The non-profit organization’s goal is to make all its material free and easily accessible for anyone who wants to improve their own web application security. The guide provides a range of resources, such as best practices in each stage of the penetration testing process, from start to finish.

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AWS Machine Learning Blog

NOVEMBER 29, 2023

Not all data contributes equally to the learning process during model training: a significant proportion of the computational resources may be spent on processing simple examples that don’t contribute substantially to the model’s overall accuracy. If not, refer to Using the SageMaker Python SDK before continuing.

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AWS Machine Learning Blog

NOVEMBER 7, 2023

However, it’s possible to cross-reference a model answer with the original specialized content, thereby avoiding the need to train a new LLM model, using Retrieval-Augmented Generation (RAG). For instructions, refer to Install or update the latest version of the AWS CLI. The AWS Command Line Interface (AWS CLI) v2. Python 3.6

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AWS Machine Learning Blog

MARCH 28, 2024

For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials. To learn more, refer to SEC Filing Retrieval. Novelty, measured by the perplexity recorded by the target model, refers to the information that was unseen by the LLM before.

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AWS Machine Learning Blog

DECEMBER 5, 2023

Training these LLMs requires significant compute resources and time as hundreds to thousands of graphics processing units (GPUs) must be used to handle today’s vast training datasets and model sizes. Refer to the different DeepSpeed ZeRO stages and the SHARD_GRAD_OP FSDP sharding strategy for more detail.

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Smart Data Collective

OCTOBER 9, 2023

When ordering packaging for private label supplements from a manufacturer, pay attention to the material. Thanks to private labels, you can focus directly on marketing and promoting dietary supplements, allocating more resources and time to this direction.

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Data Science 101

OCTOBER 31, 2019

Additionally, this will enable an organization to utilize resources optimally and enhance the customer’s experience. Once these questions are answered, it’ll be easy to stay focused, allocate resources properly and attain a productive result eventually. This step may take a lot of resources, effort and patience to perform.

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