MLOps

 

https://www.mihaileric.com/posts/mlops-is-a-mess/

https://hackernoon.com/the-most-detailed-guide-on-mlops-part-1

https://aws.amazon.com/what-is/mlops/

https://www.modelbit.com/blog/leading-mlops-tools-landscape-in-2024-complete-overview-and-guide

https://www.geeksforgeeks.org/mlops-vs-modelops/

https://nix-united.com/blog/guide-to-adopting-mlops-best-practices-and-benefits/

https://medium.com/@prasadmahamulkar/machine-learning-operations-mlops-for-beginners-a5686bfe02b2

https://www.geeksforgeeks.org/the-future-of-mlops-emerging-trends-and-technologies-to-watch/

https://www.youtube.com/watch?v=XoXvX8MyW8M

https://knowledge.dataiku.com/latest/mlops-o16n/architecture/concept-mlops-definition.html

https://www.kdnuggets.com/7-end-to-end-mlops-platforms-you-must-try-in-2024

https://www.kdnuggets.com/5-best-end-to-end-open-source-mlops-tools

https://www.kdnuggets.com/5-free-ai-playgrounds-for-you-to-try-in-2024

https://xebia.com/blog/how-to-mlops/

https://www.youtube.com/watch?app=desktop&v=iiP-N2f6ofg

https://incubity.ambilio.com/llmops-vs-mlops-navigating-the-ai-operations-landscape/

https://ljvmiranda921.github.io/notebook/2021/05/10/navigating-the-mlops-landscape/

https://aitech.studio/aie/end-to-end/

https://blog.nimblebox.ai/mlops-tools

https://neptune.ai/blog/mlops-tools-platforms-landscape

https://research.aimultiple.com/llmops-vs-mlops/

https://www.clickittech.com/devops/mlops-vs-devops/

https://dasarpai.com/dsblog/demystifying-devops-mlops-and-dataops

https://devops.com/what-is-mlops-dataops-and-why-do-they-matter/

https://www.linkedin.com/pulse/devops-dataops-mlops-aiops-key-elements-what-engineer-jha-gc9tf

https://medium.com/@kalebwalton/is-mlops-the-integration-of-dataops-modelops-and-devops-or-is-it-all-just-devops-12ef1ac4178d

https://developer.ibm.com/articles/all-the-ops-devops-dataops-mlops-and-aiops/

https://www.persistent.com/blogs/an-overview-of-the-evolution-from-devops-to-dataops-to-xops/

https://www.slideshare.net/slideshow/dataops-mlops-and-devopspdf/257316405

https://blog.soumendrak.com/comparing-devops-dataops-aiops-mlops-and-llmops-key-differences

https://geekflare.com/what-is-sysops-dataops-devops-aiops-itops/

https://blog.melio.ai/what-the-ops/

https://deeplearninguniversity.com/mlops/mlops-modelops-aiops-and-dataops/

https://www.veritone.com/blog/mlops-vs-aiops-important-differences-you-need-to-know/

https://www.linkedin.com/pulse/demystifying-sysops-devops-devsecops-finops-dataops-mlops-1c

https://research.aimultiple.com/mlops-tools/

https://www.run.ai/guides/machine-learning-operations

https://www.devopsschool.com/blog/the-aiops-a-complete-guide-and-tutorial/

Generative AI

 

https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2024

https://www.igmguru.com/blog/roadmap-to-learn-generative-ai

https://github.com/krishnaik06/Data-Science-Projects-For-Resumes

https://github.com/krishnaik06/Machine-Learning-in-90-days

https://github.com/krishnaik06/Perfect-Roadmap-To-Learn-Data-Science-In-2024

https://github.com/krishnaik06/6-Months-Data-Science-Roadmap-

https://www.linkedin.com/pulse/beginners-roadmap-generative-ai-role-specific-guide-navveen-balani-hcg6f

https://medium.com/mr-plan-publication/complete-roadmap-to-learn-generative-ai-in-2-months-077e67ca08dc

https://roadmap.sh/ai

https://roadmap.sh/ai/advanced-data-science

https://pwskills.com/blog/best-roadmap-to-learn-generative-ai-in-2024/

https://media-publications.bcg.com/BCG-Executive-Perspectives-CEOs-Roadmap-on-Generative-AI.pdf

https://www.nceo.org/system/files/inline-files/Building%20Your%20Generative%20AI%20Roadmap%2011.1.23.pdf

https://www.restack.io/p/generative-ai-answer-roadmap-pdf-cat-ai

https://www.tn.gov/content/dam/tn/lawspolicies/aicouncil/documents/STS%20Roadmap%20for%20AI.pdf

https://www.accenture.com/content/dam/accenture/final/accenture-com/document-2/Accenture-reinvention-in-the-age-of-generative-AI-executive-summary.pdf

https://web-assets.bcg.com/98/7c/86f3097241aa88d57fdbb0cf3117/a-genai-roadmap-for-fis.pdf

https://www.cisa.gov/sites/default/files/2023-11/2023-2024_CISA-Roadmap-for-AI_508c.pdf

https://genai-handbook.github.io/

https://inflexiongroup.com/app/uploads/2024/03/IFG_A-roadmap-for-Generative-AI-in-ABM.pdf

https://www.genai.global/frameworks/GenAI_Framework_English.pdf

https://www2.deloitte.com/content/dam/Deloitte/us/Documents/deloitte-analytics/us-ai-institute-gen-ai-for-enterprises.pdf

https://gadget.co.za/wp-content/uploads/2024/04/SA-GenAI-Roadmap-2024.pdf

https://it.insight.com/content/dam/insight-web/emea/what-we-do/expertise/data-ai/assets/MKT6672_2347261_Generative%20AI%20Solution%20Sheet_AG.pdf

https://mit-genai.pubpub.org/pub/m4msmss4/release/1

https://www.studocu.com/in/document/gl-bajaj-institute-of-technology-and-management/machine-learning-techniques/machine-learning-mlops-generative-ai-roadmap/66746453

https://assets.kpmg.com/content/dam/kpmg/ca/pdf/2023/06/kpmg-in-canadas-generative-ai-adoption-index-2023-en.pdf

https://www.datacamp.com/blog/how-to-learn-ai
https://www.datacamp.com/cheat-sheet/chatgpt-cheat-sheet-data-science

https://www.datacamp.com/cheat-sheet/the-generative-ai-tools-landscape

https://www.pwc.com/sg/en/events/assets/gen-ai-offerings.pdf

https://www.cognizant.com/en_us/about/documents/generative-ai-handbook.pdf

https://cloud.google.com/blog/topics/training-certifications/new-google-cloud-generative-ai-training-resources

AI In Whatsapp Status

 Elate AI Sites

https://docs.google.com/spreadsheets/d/1V89TvAywNdirtluk96b_6FbBf2n_YNHzvkQQDfQyYiY/htmlview

Global AI Summit

https://globalaisummit.telangana.gov.in

https://www.youtube.com/live/K6Cu1IpZpgQ?si=rxnCasfI23foyjxK

https://www.youtube.com/live/HyNAruEoN4c?si=DZQapn2GndIBwhnv

https://www.youtube.com/live/s_Cpmsj6_IU?si=dWLoCJ0TZDv_eo1N

What is a Virtual Avatar? Explained by DaveAI

https://www.youtube.com/watch?v=R7FBxrs1MQc

What Is an AI Anyway? | Mustafa Suleyman | TED

https://www.youtube.com/watch?v=KKNCiRWd_j0

The 10 Stages of Artificial Intelligence

https://www.youtube.com/watch?v=tFx_UNW9I1U

Machine Learning Explained in 100 Seconds

https://www.youtube.com/watch?v=PeMlggyqz0Y

The Complete Data Science Roadmap [2024]  {NOT DONE}

https://www.youtube.com/watch?v=9R3X0JoCLyU

The Complete Machine Learning Roadmap [2024]

https://www.youtube.com/watch?v=7IgVGSaQPaw

The Complete Data Analyst Roadmap [2024]    {NOT DONE}

https://www.youtube.com/watch?v=YRJbhFLLPyE   

Data Engineers vs Data Analysts vs Data Scientists | What's right for you? {NOT DONE}

https://www.youtube.com/watch?v=eUrwxH9as_k

Harvard CS50’s Artificial Intelligence with Python – Full University Course {NOT DONE}

https://www.youtube.com/watch?v=5NgNicANyqM

The Complete Data Analyst Roadmap [2024] {NOT DONE}

https://www.youtube.com/watch?v=YRJbhFLLPyE&t=36s

The Complete DevOps Roadmap [2024]   {NOT DONE}

https://www.youtube.com/watch?v=6GQRb4fGvtk&t=7s

Essential AI Skills to Future-Proof Your Career in 2024 {NOT DONE}

https://www.youtube.com/watch?v=3vMaaKzeHUE

AI for Everyone !!! The Art of Prompt Engineering and Generative AI {NOT DONE}

https://www.youtube.com/watch?v=X24cfl9avn8

Generative AI in a Nutshell - how to survive and thrive in the age of AI {NOT DONE}

https://www.youtube.com/watch?v=2IK3DFHRFfw&t=2s

LLM Explained | What is LLM  {NOT DONE}

https://www.youtube.com/watch?v=67_aMPDk2zw

Generative AI and large language models: LLM App Project Lifecycle {NOT DONE}

https://www.youtube.com/watch?v=ZxfVXObxwsc

AI Agents Explained in 7 Minutes {NOT DONE}

https://www.youtube.com/watch?v=apVA3koLHqo

RAG Explained in 7 Minutes: The Future of AI?  {NOT DONE}

https://www.youtube.com/watch?v=kdBBEmw8Pqk

What are Large Language Models? Animated Summary {NOT DONE}

https://www.youtube.com/watch?v=Pr8vhICGBng

Retrieval Augmented Generation: The AI Superpower That's Changing Everything {NOT DONE}

https://www.youtube.com/watch?v=rBbXcO5Rp2o

Build a Large Language Model AI Chatbot using Retrieval Augmented Generation {NOT DONE}

https://www.youtube.com/watch?v=XctooiH0moI

Transformers, explained: Understand the model behind GPT, BERT, and T5 {NOT DONE}

https://www.youtube.com/watch?v=SZorAJ4I-sA

AI VS ML VS DL VS Data Science 

https://www.youtube.com/watch?v=k2P_pHQDlp0

Which Programming Language for AI? | Machine Learning  {NOT DONE}

https://www.youtube.com/watch?v=hQyUwF2vaac

8 Popular AI Programming Languages in 2024 | AI in Telugu  

https://www.youtube.com/watch?v=DstUrpdyrmI

AI Agents And Environments | Types Of AI Agents | AI Agents Examples | Simplilearn  {NOT DONE}

https://www.youtube.com/watch?v=bvrhcsQHRNo

What is Artificial Intelligence? In 5 minutes. 

https://www.youtube.com/watch?v=2ePf9rue1Ao

What is Machine Learning - in 3 minutes

https://www.youtube.com/watch?v=1Hx8_BAfgj8

When to use #RPA {NOT DONE}

https://www.youtube.com/watch?v=vCf_bNG9NOU

Will #AI Rule the #World?   {NOT DONE}

https://www.youtube.com/watch?v=8Pv38jFoNoQ

What’s the difference between AI-based Automation and AI-based Transformation? One is 100X better!  {NOT DONE}

https://www.youtube.com/watch?v=Kp3Nt571hyc

Why Generative AI hallucinates and gives different answers  {NOT DONE}

https://www.youtube.com/watch?v=bVI8w5crJ-M

RPA In 5 Minutes | What Is RPA - Robotic {NOT DONE}

https://www.youtube.com/watch?v=9URSbTOE4YI

The 13 Essential AI Engineer Skills You Need to Know  {NOT DONE}

https://www.datacamp.com/blog/essential-ai-engineer-skills 

AR/VR Policy Conference 2024  {NOT DONE}

https://www.youtube.com/watch?v=_XMit8HoW_w

How I Trained AI Agents to Automate my Work? (CrewAI)  {NOT DONE}

https://www.youtube.com/watch?v=TOM_845M6-o

5 AI Trends You Must Be Prepared for by 2025  {NOT DONE}

https://www.youtube.com/watch?v=j4prKu3MvrQ

2 MINUTES AGO: Scientists Warn: LLMs Are NOW Developing Their Own Understanding of Reality! {NOT DONE}

https://www.youtube.com/watch?v=Zhi_QL7pPLA

How Smart Will AI Be In 2050?  {NOT DONE}

https://www.youtube.com/watch?v=ZWUbZ76yRUk

Python in 100 Seconds

https://www.youtube.com/watch?v=x7X9w_GIm1s

AI in 100 Seconds {NOT DONE}

https://www.youtube.com/watch?v=QDTeS7S5idU

ChatGPT in 100 Seconds!

https://www.youtube.com/watch?v=WIdYHn4ZXTY

15 Python Libraries

https://www.youtube.com/shorts/INGLJ8GTZO8

GenAI Roadmap - Job ready AI path {NOT DONE}

https://www.youtube.com/watch?v=VZ98AbiopfM

Suno AI COVER Song Feature is INSANE 

https://www.youtube.com/watch?v=jjr4kkd2cv8

AI Terminology

https://www.theverge.com/24201441/ai-terminology-explained-humans

Best AI Tool for "Data Analysts" and "Data Scientists" in 2024 

{NOT DONE}

https://youtu.be/IP_qjrQaUdE?si=96OVYuqjv0XOFYe9

https://youtu.be/E-YDF7OuESw?si=txlebJx8Yeuqs3kR [Done]

https://youtu.be/wC0W1HzB8YE  [Done]

https://youtu.be/Ar_tJzNhiWI [Done]

https://youtu.be/mzmweYI8IyE  [Done]

https://youtu.be/MK9s5sHjO_k?si=QzZjYwYjbRbde8Jl    [Done]

https://youtu.be/u7obuspdQu4?si=1enFDjEq8d12aQsg   [Done]

https://youtu.be/jmmW0F0biz0?si=htj7_4HcxF1xOEFY  [Done]

https://youtu.be/2p5OHDxR2l8?si=R0QhOpr8cvRgbfLV  [Done]

https://youtu.be/ZNsHHqHlwes?si=HMVhqETGX8_CuO-h [Done]

https://youtu.be/QdRP9pO89MY?si=eZ7OqZwox4Akwfkg  [Done]

https://youtu.be/RGBNdD3Wn-g?si=6f4dQrtL58rRP0U7  [Done]

AI Agents

 

https://www.youtube.com/@vrsen/videos

https://www.youtube.com/watch?v=j4prKu3MvrQ

https://www.youtube.com/watch?v=obFilwqWpDI

https://www.youtube.com/watch?v=hLJTcVHW8_I

https://www.youtube.com/watch?v=cDm5vPXVln8

https://www.youtube.com/watch?v=ul0QsodYct4

Prompt Engineering Frameworks

 https://medium.com/@slakhyani20/10-chatgpt-prompt-engineering-frameworks-you-need-to-know-41d4b76ed384

https://www.joinhorizon.ai/

https://www.thepromptwarrior.com/p/5-prompt-frameworks-level-prompts

https://beeazt.com/knowledge-base/prompt-frameworks/

https://www.factspan.com/blogs/advanced-prompt-engineering-with-chatgpt-frameworks/

https://courses.datascientest.com/our-courses-de

https://medium.com/aimonks/chatgpt-cheatsheet-prompting-frameworks-ab1ace15c9a9

https://community.openai.com/t/tips-for-prompting-framework/823804

https://www.kdnuggets.com/the-only-prompting-framework-for-every-use

https://learnprompting.org/docs/tooling/tools

https://guide.flowgpt.com/engineering/1basics/3basic-framework

https://www.ai-jason.com/learning-ai/prompt-engineering

https://www.theaimarvel.com/p/top-15-prompt-frameworks-with-examples

https://www.youtube.com/watch?v=bfJhuCMEPIk

https://www.youtube.com/watch?v=nVyD6THcvDQ

https://www.youtube.com/watch?v=KKNCiRWd_j0

https://guides.library.ucdavis.edu/genai/prompt

https://blog.devgenius.io/the-tao-of-prompt-engineering-part-1-understanding-the-react-framework-46559a0c9e5e

https://sterlingchin.substack.com/p/proper-prompting-frameworks-the-key

https://www.youtube.com/watch?v=-A0sIav3wGU

Generative AI

https://www.youtube.com/watch?v=ng43Ou2Yna4

 https://www.youtube.com/watch?v=2IK3DFHRFfw

https://www.youtube.com/watch?v=qYNweeDHiyU

https://www.youtube.com/watch?v=PHNJ2_4oefE

https://www.youtube.com/watch?v=5mHxO2JpCR0

https://www.youtube.com/channel/UC8_yY-2_KXa5wYrEQFmMp-Q/videos

AI Ethics

 

https://www.youtube.com/watch?v=aGwYtUzMQUk

https://www.youtube.com/watch?v=muLPOvIEtaw

https://www.youtube.com/watch?v=6fwhbzcUM38

Virtual Human Avatars

 

https://www.youtube.com/watch?v=R7FBxrs1MQc

https://www.youtube.com/watch?v=1ZaHxjXiaDY

AI For Students

 

https://kripeshadwani.com/best-ai-tools-for-students/

https://skillsbuild.org/students/course-catalog/artificial-intelligence

https://urbeuniversity.edu/blog/the-future-benefits-of-artificial-intelligence-for-students

https://tilburg.ai/2024/01/best-ai-education-tools/

https://hbsp.harvard.edu/inspiring-minds/student-use-cases-for-ai

https://www.chitkara.edu.in/blogs/the-future-of-learning-top-5-ai-tools-for-students-in-2023/

https://www.marktechpost.com/2024/03/06/best-ai-tools-for-students-2023/

https://www.aiforeducation.io/ai-resources/student-guide-ai-use

https://www.jagranjosh.com/articles/top-ai-tools-for-students-and-teachers-1686745289-1

https://elearningindustry.com/should-students-be-using-online-tools-and-ai-to-study

https://onlinedegrees.sandiego.edu/artificial-intelligence-education/

https://www.ctl.ox.ac.uk/ai-tools-in-teaching

https://youtu.be/LUogmrqYqak

https://library.flinders.edu.au/students/ai

https://www.openxcell.com/blog/best-ai-tools-for-students/

https://www.kcl.ac.uk/about/strategy/learning-and-teaching/ai-guidance/student-guidance

AI for Finance, Accounting & Auditing

Artificial Intelligence for Finance, Accounting & Auditing 

• Chatbots (AI that can interact in voice and text with humans)
• Robotic Process Automation + Intelligence (AI that automates business processes)
• Internet of Things (AI that enables devices to communicate directly without human intervention)
• Smart Analytics (AI that combines machine learning, business rules, expert knowledge and statistics)
• Machine Vision (AI that can interpret images, handwriting, and scanned documents)
• Natural Language Processing (AI that understands human language)
• Speech Recognition (AI that can comprehend human speech, identify speakers and tones)
• Machine Learning (AI that can analyze massive data and identifies patterns)

·        Chatbot (hands-on software: IBM Watson)

·        Natural Language Processing (hands-on software: RapidMiner with add-ons)

·        Machine Learning (hands-on software: RapidMiner)

·        Machine Vision (hands-on software: Google Apps)

·        Speech Recognition (hands-on software: IBM Watson and Cortana)

·        Internet of Things (hands-on software: MATLAB and ThingSpeak)

·        Robotic Process Automation with Intelligence layer (hands-on software: Automation Anywhere)

·        Smart Analytics (software: MindBridge Ai)

·         Chatbot applications in Finance | Accounting | Auditing

Chatbot Use Cases

IBM Watson

·         Speech Recognition applications in Finance | Accounting | Auditing

Speech Recognition Case Study

·         Natural Language Processing applications in Finance | Accounting | Auditing

Natural Language Processing Case Study

·         Machine Vision applications in Finance | Accounting | Auditing

Machine Vision Case Studies (Accounting | Auditing | Finance)

·         Machine Learning applications

Machine Learning Case Study

·         Robotic Process Automation Case Study

Connecting bot to IBM Watson Chatbot via slack

·         MInternet of Things Case Study

ATLAB, ThingSpeak

·         Smart Analytics Casees

Smart API Test Generator - which uses Artificial Intelligence to convert your Web UI tests into Automated API Tests

AI Test Automation project for Web Application using TESTIM tool.

GOOGLE COLAB

AIOps Vs DevOps Vs MLOps Life cycle

AI For Kids

 

https://www.youtube.com/watch?v=ttIOdAdQaUE

https://www.youtube.com/watch?v=cpgvRFNAyks

https://www.youtube.com/watch?v=fqWm5Nk5g-I

https://www.youtube.com/watch?v=HdIppwUJ0f8

https://www.youtube.com/watch?v=fLcZRDiQyNY

Global AI Summits & Conferences

 

Global AI Summit Hyderabad September 2024

https://www.youtube.com/watch?v=ZtumLJwoO3Q

https://www.youtube.com/watch?v=i2kFnnunG3M

https://www.youtube.com/watch?v=K6Cu1IpZpgQ

https://www.youtube.com/watch?v=HyNAruEoN4c

https://www.youtube.com/watch?v=kqHiDAXK1Zs

https://www.youtube.com/watch?v=b7ImkivNWYI

https://www.youtube.com/watch?v=w_KQVsIB6NU

Largest AI event in India - AI DAYS - 2024 | JNTU HYD

https://www.youtube.com/watch?v=ZNiLlhBQprg&list=PLtqT14mBQdEAjiwdz2F6iKe7Ln9ZPTvlg

AI for Good Global Summit Day 1

https://www.youtube.com/watch?v=oNP6W8bl0XI

Global AI Summit - Innovation - Day 1 English

https://www.youtube.com/watch?v=bI9gWFB8wfI

https://www.youtube.com/watch?v=kejqMYteI7g

https://www.youtube.com/watch?v=l0pRj8c5y80

Sessions at Global IndiaAI Summit 2024 

https://www.youtube.com/watch?v=5qt5Us3cedc

https://www.youtube.com/watch?v=DvrsE5g8-6c

Artificial Superintelligence

 

Artificial Superintelligence (ASI) is a hypothetical form of artificial intelligence that would surpass human intelligence in all aspects, including creativity, problem-solving, and general knowledge. It would be capable of performing tasks that humans cannot, such as understanding and responding to complex information, making original discoveries, and even developing its own goals and motivations.

Key Characteristics of ASI:

• Superior Cognition: ASI would possess cognitive abilities far beyond those of humans, including superior reasoning, problem-solving, and learning capabilities.
• Self-Improvement: ASI could continuously improve itself through learning and adaptation, potentially leading to an exponential increase in its capabilities.
• Goal-Oriented: ASI would be able to set and pursue its own goals, potentially leading to unpredictable and even dangerous consequences if those goals conflict with human interests.

Potential Benefits and Risks:

• Benefits: ASI could potentially solve many of the world's most pressing problems, such as poverty, disease, and climate change. It could also lead to incredible advances in science, technology, and human understanding.
• Risks: ASI could also pose significant risks to humanity, including the potential for job displacement, economic instability, and even existential threats. If ASI were to develop malicious intent or become uncontrollable, it could have devastating consequences.

It's important to note that ASI is still a theoretical concept, and there is no consensus among experts on whether or when it might be achievable. However, the potential implications of ASI are so profound that it is a topic of intense research and debate.

https://www.tradingview.com/news/newsbtc:dae04a2a3094b:0-artificial-superintelligence-alliance-whales-purchase-mpeppe-mpepe-before-its-enters-stage-4/

https://builtin.com/artificial-intelligence/types-of-artificial-intelligence

https://www.infosysbpm.com/blogs/financial-services/artificial-super-intelligence-the-future-of-ai.html

https://medium.com/singularitynet/announcing-the-artificial-superintelligence-vision-paper-da4af715f6c4

https://medium.com/@singularitynetambassadors/breaking-ground-in-ai-the-launch-of-the-artificial-superintelligence-alliance-4361f4d9576b

https://www.youtube.com/watch?v=8DFre9WYlGI

https://www.indiatoday.in/technology/news/story/4-reasons-why-openai-project-q-star-could-be-a-danger-to-humanity-2468565-2023-11-28

https://www.nextbigfuture.com/2024/03/sam-altman-openai-qstar-is-still-secret-and-sam-says-coding-will-go-away.html

https://www.business-standard.com/specials/bs-events/ai-fuelling-high-job-competition-and-skill-shortages-industry-experts-124082801013_1.html

https://www.indiatoday.in/education-today/news/story/iit-kanpur-online-certificate-course-ai-machine-learning-deep-learning-2591282-2024-08-31