Difference between revisions of "Excel"
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− | |keywords=artificial, intelligence, machine, learning, models | + | |keywords=ChatGPT, artificial, intelligence, machine, learning, GPT-4, GPT-5, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools |
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[https://www.youtube.com/results?search_query=ai+Excel+Data+Analysis+Forecasting YouTube] | [https://www.youtube.com/results?search_query=ai+Excel+Data+Analysis+Forecasting YouTube] | ||
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[https://www.bing.com/news/search?q=ai+Excel+Data+Analysis+Forecasting&qft=interval%3d%228%22 ...Bing News] | [https://www.bing.com/news/search?q=ai+Excel+Data+Analysis+Forecasting&qft=interval%3d%228%22 ...Bing News] | ||
− | + | * [[Excel]] ... [[LangChain#Documents|Documents]] ... [[Database|Database; Vector & Relational]] ... [[Graph]] ... [[LlamaIndex]] | |
− | * [[Microsoft]] | + | * [https://www.office.com/ Excel] | [[Microsoft]] |
− | * [[ChatGPT#Microsoft Excel| | + | * [[ChatGPT#Microsoft Excel|Excel with ChatGPT]] | [[Microsoft]] |
− | * [[Assistants]] | + | * [[Agents]] ... [[Robotic Process Automation (RPA)|Robotic Process Automation]] ... [[Assistants]] ... [[Personal Companions]] ... [[Personal Productivity|Productivity]] ... [[Email]] ... [[Negotiation]] ... [[LangChain]] ... [[LangChain#Tabular Data| LangChain: Tabular Data with Excel]] |
− | * [[ | + | * [[Codeless Options, Code Generators, Drag n' Drop#Open Interpreter|Open Interpreter]] | [[OpenAI]] |
* [[Python#Python & Excel| Python & Excel]] | * [[Python#Python & Excel| Python & Excel]] | ||
− | + | * [[Python]] ... [[Generative AI with Python|GenAI w/ Python]] ... [[JavaScript]] ... [[Generative AI with JavaScript|GenAI w/ JavaScript]] ... [[TensorFlow]] ... [[PyTorch]] | |
− | + | * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]] | |
− | + | * [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Bing/Copilot]] | [[Microsoft]] ... [[Gemini]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Perplexity]] ... [[You]] ... [[phind]] ... [[Ernie]] | [[Baidu]] | |
− | + | * [[Analytics]] ... [[Visualization]] ... [[Graphical Tools for Modeling AI Components|Graphical Tools]] ... [[Diagrams for Business Analysis|Diagrams]] & [[Generative AI for Business Analysis|Business Analysis]] ... [[Requirements Management|Requirements]] ... [[Loop]] ... [[Bayes]] ... [[Network Pattern]] | |
− | * [[ | + | * [[Development]] ... [[Notebooks]] ... [[Development#AI Pair Programming Tools|AI Pair Programming]] ... [[Codeless Options, Code Generators, Drag n' Drop|Codeless]] ... [[Hugging Face]] ... [[Algorithm Administration#AIOps/MLOps|AIOps/MLOps]] ... [[Platforms: AI/Machine Learning as a Service (AIaaS/MLaaS)|AIaaS/MLaaS]] |
− | * [[ | + | * [[Data Science]] ... [[Data Governance|Governance]] ... [[Data Preprocessing|Preprocessing]] ... [[Feature Exploration/Learning|Exploration]] ... [[Data Interoperability|Interoperability]] ... [[Algorithm Administration#Master Data Management (MDM)|Master Data Management (MDM)]] ... [[Bias and Variances]] ... [[Benchmarks]] ... [[Datasets]] |
− | * [[Diagrams for Business Analysis]] | + | * [[Gaming]] ... [[Game-Based Learning (GBL)]] ... [[Games - Security|Security]] ... [[Game Development with Generative AI|Generative AI]] ... [[Metaverse#Games - Metaverse|Games - Metaverse]] ... [[Games - Quantum Theme|Quantum]] ... [[Game Theory]] ... [[Game Design | Design]] |
− | * [[Development]] | ||
* [https://support.office.com/en-us/article/Analyze-your-data-instantly-9e382e73-7f5e-495a-a8dc-be8225b1bb78?ui=en-US&rs=en-US&ad=US Analyze your data instantly |] [[Microsoft]] | * [https://support.office.com/en-us/article/Analyze-your-data-instantly-9e382e73-7f5e-495a-a8dc-be8225b1bb78?ui=en-US&rs=en-US&ad=US Analyze your data instantly |] [[Microsoft]] | ||
* [https://docs.microsoft.com/en-us/azure/machine-learning/studio/excel-add-in-for-web-services Excel Add-in for Azure Machine Learning Studio (classic) web services] | * [https://docs.microsoft.com/en-us/azure/machine-learning/studio/excel-add-in-for-web-services Excel Add-in for Azure Machine Learning Studio (classic) web services] | ||
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** [https://www.amazon.com/Learn-Mining-Through-Excel-Step/dp/1484259815 Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods | Hong Zhou - Apress] | ** [https://www.amazon.com/Learn-Mining-Through-Excel-Step/dp/1484259815 Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods | Hong Zhou - Apress] | ||
** [https://www.amazon.com/Hands-Machine-Learning-Microsoft-Excel/dp/1789345375/ Hands-On Machine Learning with Microsoft Excel 2019: Build complete data analysis flows, from data collection to visualization | Julio Martino - Packt] | ** [https://www.amazon.com/Hands-Machine-Learning-Microsoft-Excel/dp/1789345375/ Hands-On Machine Learning with Microsoft Excel 2019: Build complete data analysis flows, from data collection to visualization | Julio Martino - Packt] | ||
+ | * [https://gptforwork.com/help/gpt-for-excel GPT for Excel | GPT for Work] ... is an AI writer for Microsoft Excel and Word, Google Sheets and Docs. You can use it for all sorts of tasks on text: writing, editing, extracting, cleaning, translating, summarizing, outlining, explaining | ||
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+ | <youtube>lFuW8_6gfhI</youtube> | ||
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+ | == Copilot in Excel == | ||
+ | <youtube>kKUXgmjyyu4</youtube> | ||
+ | |||
+ | |||
+ | = ChatGPT with Excel = | ||
+ | <youtube>JYtZ2zsdE_s</youtube> | ||
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<youtube>h1MvEm6J6JQ</youtube> | <youtube>h1MvEm6J6JQ</youtube> | ||
<b>Data Analysis With [[Microsoft]] Excel Learning Roadmap | <b>Data Analysis With [[Microsoft]] Excel Learning Roadmap | ||
− | </b><br>David Langer Data analysis with [[Microsoft]] Excel is accessible to anyone with the proper learning roadmap. Whether you are business pro looking to use data to have more impact, or an aspiring analytics or data science pro, this following this roadmap will give you serious data skills. | + | </b><br>David Langer Data analysis with [[Microsoft]] Excel is accessible to anyone with the proper learning roadmap. Whether you are business pro looking to use data to have more impact, or an aspiring [[analytics]] or data science pro, this following this roadmap will give you serious data skills. |
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= <span id="[[Microsoft]] Excel - Forecasting"></span>Excel - Forecasting = | = <span id="[[Microsoft]] Excel - Forecasting"></span>Excel - Forecasting = | ||
+ | * [[Prescriptive Analytics|Prescriptive &]] [[Predictive Analytics]] ... [[Operations & Maintenance|Predictive Operations]] ... [[Forecasting]] ... [[Excel#Excel - Forecasting|with Excel]] ... [[Market Trading]] ... [[Sports Prediction]] ... [[Marketing]] ... [[Politics]] | ||
* [[...predict values]] | * [[...predict values]] | ||
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* [https://www.microsoft.com/en-us/microsoft-365/blog/2015/10/06/one-click-forecasting-in-excel-2016/ One-click forecasting in] [[Microsoft]] Excel 2016 | * [https://www.microsoft.com/en-us/microsoft-365/blog/2015/10/06/one-click-forecasting-in-excel-2016/ One-click forecasting in] [[Microsoft]] Excel 2016 | ||
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+ | == Excel - Clustering == | ||
+ | <youtube>WTxAP0PL1sc</youtube> | ||
+ | <youtube>5vOqZBmBRos</youtube> | ||
= Excel - Text Analytics = | = Excel - Text Analytics = | ||
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<youtube>4jfgWHQYYGU</youtube> | <youtube>4jfgWHQYYGU</youtube> | ||
− | <b>Text Analytics with [[Microsoft]] Excel | How to create word cloud in [[Microsoft]] Excel? | + | <b>Text [[Analytics]] with [[Microsoft]] Excel | How to create word cloud in [[Microsoft]] Excel? |
− | </b><br>Take the first step in learning to do analytics based on text. Although users would prefer [[Python]] for text analytics in AI or ML, [[Microsoft]] Excel with its dynamic array feature brings in new functionalities with which you can analyze thousands of large passages. Although [[Microsoft]] Excel does not have a word cloud, we can prepare something close to it using the tree map. | + | </b><br>Take the first step in learning to do [[analytics]] based on text. Although users would prefer [[Python]] for text [[analytics]] in AI or ML, [[Microsoft]] Excel with its dynamic array feature brings in new functionalities with which you can analyze thousands of large passages. Although [[Microsoft]] Excel does not have a word cloud, we can prepare something close to it using the tree map. |
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+ | == Excel - Clustering == | ||
+ | <youtube>WTxAP0PL1sc</youtube> | ||
+ | <youtube>5vOqZBmBRos</youtube> | ||
== Excel - Sentiment Analysis == | == Excel - Sentiment Analysis == | ||
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<youtube>PcbvZjcZTN8</youtube> | <youtube>PcbvZjcZTN8</youtube> | ||
− | <b>Sentiment and Emotion Analysis on [[Microsoft]] Excel without [[Python]] | + | <b>[[Sentiment Analysis|Sentiment]] and Emotion Analysis on [[Microsoft]] Excel without [[Python]] |
</b><br>Do you want to see how big corporations analyze the conversation happening about them on social media? In this tutorial, learn about social listening, importance of text analysis, sentiment and emotion analysis using an Excel add-in. Basic analysis can be done on [[Microsoft]] Excel then why go for [[Python]]? | </b><br>Do you want to see how big corporations analyze the conversation happening about them on social media? In this tutorial, learn about social listening, importance of text analysis, sentiment and emotion analysis using an Excel add-in. Basic analysis can be done on [[Microsoft]] Excel then why go for [[Python]]? | ||
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<youtube>5I1x7-Gxa3g</youtube> | <youtube>5I1x7-Gxa3g</youtube> | ||
− | <b>Sentiment | + | <b>[[Sentiment Analysis]] in [[Microsoft]] Excel | text2data.com |
− | </b><br>Sentiment Analysis and Text Analytics Add-In for Excel | https://text2data.com Incorporate advanced NLP, Machine Learning services into your daily work tool, no programming required! | + | </b><br>[[Sentiment Analysis]] and Text [[Analytics]] Add-In for Excel | https://text2data.com Incorporate advanced NLP, Machine Learning services into your daily work tool, no programming required! |
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= Excel - Web Scraping = | = Excel - Web Scraping = | ||
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+ | = Excel - VBA Generation = | ||
+ | * [https://ajelix.com/resources/guides-and-tutorials/how-to-generate-excel-vba-script-with-ai/#:~:text=With%20the%20Excel%20VBA%20Script,scripts%20based%20on%20your%20requirements. How To Generate Excel VBA Script with AI] | ||
+ | * [https://aiexcelbot.com/ ExcelBot] | ||
+ | * [https://mysheetai.com/ mysheetAI] | ||
+ | * [https://gptexcel.uk/ GPTExcel] | ||
+ | * [https://www.pinexl.com/pine-ai-excel-add-in Pine AI] | ||
+ | * [https://formulashq.com/ Formulas HQ] | ||
+ | |||
+ | AI-powered tools that generate VBA scripts for Excel spreadsheets. These tools use artificial intelligence to create VBA scripts based on user input, allowing for quick and easy automation of tasks in Excel and Google Sheets. To generate VBA scripts using these AI tools, users need to input their requirements or tasks in plain English or any other language, and the AI will then generate the code to automate their spreadsheets. The more detailed the task description, the more accurate and efficient the resulting script will be. Users can save, share, and manage the generated scripts, as well as receive explanations for existing scripts. | ||
+ | |||
+ | <youtube>YguS3jjVkqI</youtube> | ||
= Excel - Tips & Tricks = | = Excel - Tips & Tricks = | ||
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<youtube>gLEw4g-dpLY</youtube> | <youtube>gLEw4g-dpLY</youtube> | ||
<b>Machine learning algorithms explained in Excel | <b>Machine learning algorithms explained in Excel | ||
− | </b><br>Paula Guilfoyle [https://theexcelclub.com/simple-explanation-of-machine-learning-shown-with-excel-part-1/ Simple Explanation of Machine Learning shown with Excel – Part 1] The world is full with a lot of data, pictures, music, text, video, spreadsheets. Machine learning brings the promise of delivering meaning from that data. (although Excel is not normally used as a tool for ML, in this article we will explain machine learning with Excel) Human’s learn from experience. if we touch something hot, that burning sense is stored in memory and we quickly learn not to touch it again. Machine learning is like human learning as it learns from the past. We feed a computer data, which represents some past experience, and then with the use of different statistical methods, we can make predictions. | + | </b><br>Paula Guilfoyle [https://theexcelclub.com/simple-explanation-of-machine-learning-shown-with-excel-part-1/ Simple Explanation of Machine Learning shown with Excel – Part 1] The world is full with a lot of data, pictures, music, text, video, spreadsheets. Machine learning brings the promise of delivering meaning from that data. (although Excel is not normally used as a tool for ML, in this article we will explain machine learning with Excel) Human’s learn from experience. if we touch something hot, that burning sense is stored in [[memory]] and we quickly learn not to touch it again. Machine learning is like human learning as it learns from the past. We feed a computer data, which represents some past experience, and then with the use of different statistical methods, we can make predictions. |
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+ | = <span id="Excel World Cup"></span>Excel World Cup = | ||
+ | * [[Finance & Accounting]] | ||
+ | |||
+ | The Microsoft Excel World Championship is an online esports tournament based on Microsoft Excel. The tournament is open to any participant regardless of age, gender, race, place of living, or any other limiting factor. The 128 participants who will take part in the Play-Off Rounds of the tournament will be selected based on the following criteria: | ||
+ | * 45 places to the winners of the monthly Excel Esports Battles that will take place in January – September 2023. | ||
+ | * 16 places to the highest-ranked participants of the Financial Modeling World Cup based on the overall rankings after the September stage (excluding 2 (two) worst stage results for each participant). | ||
+ | * Round hosts will be focusing on several other criteria, such as the quality of the submitted solutions, the time of submission, and the number of tasks completed. | ||
+ | |||
+ | The Excel Esports Season is a series of 9 battles leading up to the main event: Microsoft Excel World Championship Finals at the end of the year. Participants can earn monthly prizes while competing for the grand prize in the finals. The Excel Esports Season is open to anyone who wants to participate and show off their Excel skills The Financial Modeling World Cup (FMWC) is an organization that hosts various Microsoft Excel-based competitions, including the Microsoft Excel World Championship. The FMWC held its first competition in September 2020 and currently hosts three competitions. The Financial Modeling World Cup is an annual Excel modeling competition. The Microsoft Excel World Championship began in 2021 as the FMWC Open, an Excel Esports tournament. The competition was a standalone event that did not impact the Financial Modeling World Cup Rankings in regular seasons. The tournament consisted of a Qualification Round, with the top 128 qualifiers advancing to a single elimination tournament. | ||
+ | |||
+ | <youtube>MvVXHazZ6yM</youtube> |
Latest revision as of 12:00, 6 November 2024
YouTube ... Quora ...Google search ...Google News ...Bing News
- Excel ... Documents ... Database; Vector & Relational ... Graph ... LlamaIndex
- Excel | Microsoft
- Excel with ChatGPT | Microsoft
- Agents ... Robotic Process Automation ... Assistants ... Personal Companions ... Productivity ... Email ... Negotiation ... LangChain ... LangChain: Tabular Data with Excel
- Open Interpreter | OpenAI
- Python & Excel
- Python ... GenAI w/ Python ... JavaScript ... GenAI w/ JavaScript ... TensorFlow ... PyTorch
- Artificial Intelligence (AI) ... Generative AI ... Machine Learning (ML) ... Deep Learning ... Neural Network ... Reinforcement ... Learning Techniques
- Conversational AI ... ChatGPT | OpenAI ... Bing/Copilot | Microsoft ... Gemini | Google ... Claude | Anthropic ... Perplexity ... You ... phind ... Ernie | Baidu
- Analytics ... Visualization ... Graphical Tools ... Diagrams & Business Analysis ... Requirements ... Loop ... Bayes ... Network Pattern
- Development ... Notebooks ... AI Pair Programming ... Codeless ... Hugging Face ... AIOps/MLOps ... AIaaS/MLaaS
- Data Science ... Governance ... Preprocessing ... Exploration ... Interoperability ... Master Data Management (MDM) ... Bias and Variances ... Benchmarks ... Datasets
- Gaming ... Game-Based Learning (GBL) ... Security ... Generative AI ... Games - Metaverse ... Quantum ... Game Theory ... Design
- Analyze your data instantly | Microsoft
- Excel Add-in for Azure Machine Learning Studio (classic) web services
- Sheets | Google
- Forget coding, you can now solve your AI problems with Excel | Ben Dickson - TNW
- GPT for Excel | GPT for Work ... is an AI writer for Microsoft Excel and Word, Google Sheets and Docs. You can use it for all sorts of tasks on text: writing, editing, extracting, cleaning, translating, summarizing, outlining, explaining
Contents
Copilot in Excel
ChatGPT with Excel
ChatGPT | OpenAI
- ChatGPT | OpenAI
- Using ChatGPT with Excel | Kelly Williams - Journal of Accountancy
- How to Automate Excel Tasks Using ChatGPT? 2023 | John Williams | Its ChatGPT
- How to use ChatGPT to write Excel formulas | Maria Diaz - ZD Net
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Analysis
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Regression Analysis
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Excel - Forecasting
- Prescriptive & Predictive Analytics ... Predictive Operations ... Forecasting ... with Excel ... Market Trading ... Sports Prediction ... Marketing ... Politics
- ...predict values
- One-click forecasting in Microsoft Excel 2016
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Excel - Clustering
Excel - Text Analytics
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Excel - Clustering
Excel - Sentiment Analysis
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Excel - Web Scraping
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Excel - VBA Generation
AI-powered tools that generate VBA scripts for Excel spreadsheets. These tools use artificial intelligence to create VBA scripts based on user input, allowing for quick and easy automation of tasks in Excel and Google Sheets. To generate VBA scripts using these AI tools, users need to input their requirements or tasks in plain English or any other language, and the AI will then generate the code to automate their spreadsheets. The more detailed the task description, the more accurate and efficient the resulting script will be. Users can save, share, and manage the generated scripts, as well as receive explanations for existing scripts.
Excel - Tips & Tricks
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- Microsoft Excel has a data mining add-in for making clusters. You can find instructions here. The wizard works with Excel tables, ranges or Analysis Survey Queries. This add-in can be customized, unlike the Detect Categories tool. In addition, the Detect Categories tool is limited to data from tables. Clustering in Excel | Statistics How To
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Excel - Fun
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Excel World Cup
The Microsoft Excel World Championship is an online esports tournament based on Microsoft Excel. The tournament is open to any participant regardless of age, gender, race, place of living, or any other limiting factor. The 128 participants who will take part in the Play-Off Rounds of the tournament will be selected based on the following criteria:
- 45 places to the winners of the monthly Excel Esports Battles that will take place in January – September 2023.
- 16 places to the highest-ranked participants of the Financial Modeling World Cup based on the overall rankings after the September stage (excluding 2 (two) worst stage results for each participant).
- Round hosts will be focusing on several other criteria, such as the quality of the submitted solutions, the time of submission, and the number of tasks completed.
The Excel Esports Season is a series of 9 battles leading up to the main event: Microsoft Excel World Championship Finals at the end of the year. Participants can earn monthly prizes while competing for the grand prize in the finals. The Excel Esports Season is open to anyone who wants to participate and show off their Excel skills The Financial Modeling World Cup (FMWC) is an organization that hosts various Microsoft Excel-based competitions, including the Microsoft Excel World Championship. The FMWC held its first competition in September 2020 and currently hosts three competitions. The Financial Modeling World Cup is an annual Excel modeling competition. The Microsoft Excel World Championship began in 2021 as the FMWC Open, an Excel Esports tournament. The competition was a standalone event that did not impact the Financial Modeling World Cup Rankings in regular seasons. The tournament consisted of a Qualification Round, with the top 128 qualifiers advancing to a single elimination tournament.