AI Learning Through YouTube Videos

ARTIFICIAL INTELLIGENCE
AI Python
Python Libraries
MATPLOTLIB
SCIPY
Scikit-learn	https://youtu.be/tSHoctmp_DE?si=XMJYzUjaWOC1hugg Preprocessing the data Model Building Automating the process
STATSMODEL
PANDAS
NUMPY
Generative AI / Gen AI
Concepts: Generative Models Discriminative vs Generative Models Types Generative Modeling Framework Generative Adversarial Network (GAN) GAN Types GAN Architecture GAN Training and Developing Auto Encoder Auto Encoder Building and Training Generative Variation Auto Encoder AE vs VAE Building VAE Generative Vision Transformer Implementing Generative Vision Transformer Technical Roadblocks in Gen AI Applications of Gen AI
Generative AI (Gen AI)
Agentic AI
Concepts: Agentic AI Agentic AI vs Gen AI Types of Agentic AI Systems Agentic AI Applications Agentic AI Architecture Agentic AI Frameworks Impact of Agentic AI on Business Applications Common Challenges
AI Agents
Integrate LLM Agents in your organization	https://youtu.be/6uiiYby5AGA?si=zB1UIfJWfeFsFSnL
Building AI Agents	https://youtube.com/shorts/PhFO1NDag48?si=9L9vrxnOtZxZaEMo
Healthcare agents	https://youtu.be/yg0m8eR7k24?si=txFMbYknhzFgQ5pD
Everthing Agentic AI	https://insights.daffodilsw.com/blog/everything-about-agentic-ai-its-use-cases-types-and-future-outlook
Openai Swarm Agents	https://youtu.be/hJMF44o8zAk?si=Fmt9jZBgmdO6UX_X
Build AI Agents (Cursor Template)	https://youtu.be/Og73plUTabs?si=19Z7fqiJ4RbjoN2F
Replit Agent	https://youtube.com/shorts/YKOpogFnbUU?si=0-onUkbDUrbQQKax
What is AI Agent?	https://youtu.be/wazHMMaiDEA?si=ElQzuw6301PrKZMT
Openai Swarm agent framework	https://youtu.be/HF3gLMI18jg?si=1kcgmjkYu1f98gt4
Openai Swarm agent with OLLAMA	https://youtu.be/hJMF44o8zAk?si=_URrdRwpYfBOhTaW
Fullstack with n8n AI Agent	https://youtu.be/JyolNYRbAcs?si=BGHBNTtWIXWMOPMa
Agentic RAG System	https://youtu.be/Y1PaM3edYoI?si=7SvCExarLXR9GEql
Structure of Agents	https://youtu.be/cqxrn1RY3N4?si=1_EbIO4-KbnTObpV
GenAI Agents for Email Marketing	https://youtu.be/TBD98TWvv4w?si=U2-y9ljtOjcyCkdN
Salesforce Agent	https://youtube.com/shorts/PtjzrpYCuN0?si=zav1PZvHjAe7HJxe
AI Agent Expert	https://youtube.com/shorts/o4Te051DGmw?si=B7QIXvWG4x__8N85
AI Agentic Design Pattern	https://youtube.com/shorts/H7knnC5oA_M?si=fwnBT_QXoa4c8QWy
Openai Swarm agent framework	https://youtu.be/82FSnDcw72k?si=6D-Jk56RNX6GkHAJ
IBM Bee Agent Framework	https://youtu.be/C-pZXA6Te_o?si=FAjHxNMf9xDIy_SN
Agentic Process Automation	https://youtu.be/womS8eW7B0A?si=n-xHtWdzWsitIJ5M
Meta LLAMA 3.2	https://youtu.be/oAAB2uei2A8?si=QaYTIUkzXqiPyhDR
Agentic Future Gen AI	https://youtube.com/shorts/tUEgutX6Gz4?si=yvcB0L0O4XsCsEGt
BabyAGI	https://youtu.be/jvpCvRSxXQI?si=NtL2b7IFO2pxYlOw
AI Agents Explained	https://youtu.be/wazHMMaiDEA?si=v45W20LXUwZDYR4A
LangGraph: Building AI Agents	https://youtu.be/VyyJFrPlHfk?si=jF2EATbxs3Nq8PBG
AI Automation	https://youtu.be/dtnJSzL9XrA?si=6AtOp0Sb9C05cJDT
Future of AI Agents	https://youtu.be/WV9gT1oox-U?si=1ObioxP1nnQ6dLoy
NVIDIA NIM Agent	https://youtu.be/WnyegI9EAF8?si=tUBw7be2XTI0ml1Z
Replit Agents	https://youtu.be/YVMv_c8nFdE?si=8ysrxugTsVdA4yW_
Building AI Agents	https://youtu.be/e0fuXyriZy4?si=m_Kvry9Y17wQgnML
AI Companies
OpenAI IBM Microsoft Meta NVIDIA Google Amazon Anduril Yellow.ai Apple Adobe Dynatrace H20.ai Agility Robotics Anthropic Aurora Innovation C3.ai Databricks DataRobot Inc. DeepL ELEKS Oracle Arthur AI Frame AI
NVIDIA
	https://youtu.be/nn3O4GCdHxk?si=6WnpIuLch12Bca14
	https://youtu.be/nn3O4GCdHxk?si=v_Iino3z7h_gmUGV
	https://youtu.be/he5I6ByoaB4?si=hNay87RxeCN7qdsk
AI Applications & Use Cases
Education Accounting ERP Banking Insurance Finance Corporate Finance Retail Radiology Dental Hospital Films Music
AI in Education
Students & Teachers	https://youtu.be/zpWGyJ68C4U?si=uwaI-YWfUMerdzwK https://chatgpt.com/ https://lessonplanner.ph/ https://gamma.app/ https://adoption.microsoft.com/en-us/copilot/ https://aistudio.google.com/prompts/new_chat
Futuristic Schools	https://youtu.be/8vK72UJJjb4?si=YLNdhMc8Y7X55-Rl
Accounting
AI in Accounting	https://youtu.be/kKvNIM1rJ0g?si=U1iv43fJDwX_IuiU Automating routine tasks Enhancing Financial Reporting Predictive analytics for budget forecasting Improving compliance and reducing fraud risk Tax Operations Efficient data analysis and business intelligence Tools: Vic.ai  - AI-driven solutions for the accounting and finance industries. Doyt.AI -AI-powered platform designed to streamline bookkeeping and accounting processes. Tipalti - Tipalti is a financial technology platform that specializes in automating the accounts payable process. MS Copilot – Microsoft Copilot is an AI-powered assistant integrated into Microsoft 365 applications, such as Word, Excel, PowerPoint, and Outlook. It leverages advanced machine learning and natural language processing to help users enhance productivity by automating tasks, generating content, and providing data insights. AI-Powered fraud Systems - IBM Security Trusteer IBM Security Trusteer is a suite of cybersecurity solutions designed to protect against financial fraud and cyber threats. AI-Enhanced Audit Tools -  KPMG Clara KPMG Clara is KPMG's digital audit platform designed to enhance the audit process through advanced technology and data analytics. RPA for accounting –  UiPath, Automation Anywhere, Blue Prism, Microsoft Power Automate,  Kofax RPA, WorkFusion, Pega, NICE, SAP Intelligent RPA AI Forecasting Software – Futrli and Xero  Futrli is a financial forecasting and reporting platform designed for businesses and accountants. Challenges (Risks): Data Security and Privacy Ethical Considerations Skills and knowledge gap Integration challenges Resistance to adoption
AI Tools for Accountants	https://youtu.be/Py-TDP-nBOU?si=V6DrcqH47dvF--8i
Chatgpt for Accountants	https://youtu.be/Nmxmbfyq7Tc?si=rdOEKsXC3_DG_TCp
Chatgpt for Accounting Process	https://youtu.be/Nmxmbfyq7Tc?si=rdOEKsXC3_DG_TCp
Chatgpt for Financial Statement Analysis	https://youtu.be/TRaQ04z78Tw?si=-59fBMQuuhRxPRpF
AI in Automating Payables	https://youtu.be/HfyblJIGkt8?si=ff1IaYZQbqKgiJUg
GenAI in Accounting	https://youtu.be/271nDSV6Xl8?si=2fgwpUKdiIJQFhIC
Chatgpt use cases for Accountants	https://youtu.be/-xxiO4UP9x8?si=MEiusa_PNq671Cnq
AI in ERP
AI in Others
	https://youtube.com/shorts/Sczjanc6NxM?si=Yh_BoJI0rTxPzu0T
Summits & Conferences
Career Opportunities
AI in Telugu
How to Learn AI	https://youtu.be/UBygH_lbFDk?si=eGFmuj4gyZZXRVs-
Generative AI Roadmap	https://youtu.be/LDOFrBnaS0o?si=ocK2r-HMwMoP8FRK
GenAI	https://youtu.be/7l0G_awxFg0?si=xA2lxibLjP5FotDj
	https://youtu.be/THlzVKeFuPk?si=vCjewtMpJLmO_Cde
AI Shorts
Hypothesis Testing	https://youtube.com/shorts/GP85eW7Uxdc?si=EQ_Vun_qfQr3daII
Prompt Engineering	https://youtu.be/cOAI27-MRNQ?si=pdpTY73Rmaupd1Ra