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ARTIFICIAL INTELLIGENCE
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AI Python
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Python
Libraries
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MATPLOTLIB
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SCIPY
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Scikit-learn
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https://youtu.be/tSHoctmp_DE?si=XMJYzUjaWOC1hugg
Preprocessing the data
Model Building
Automating the process
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STATSMODEL
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PANDAS
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NUMPY
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Generative
AI / Gen AI
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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
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Generative
AI (Gen AI)
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Agentic
AI
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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
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AI
Agents
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Integrate LLM Agents in your organization
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https://youtu.be/6uiiYby5AGA?si=zB1UIfJWfeFsFSnL
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Building AI Agents
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https://youtube.com/shorts/PhFO1NDag48?si=9L9vrxnOtZxZaEMo
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Healthcare agents
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https://youtu.be/yg0m8eR7k24?si=txFMbYknhzFgQ5pD
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Everthing Agentic AI
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https://insights.daffodilsw.com/blog/everything-about-agentic-ai-its-use-cases-types-and-future-outlook
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Openai Swarm Agents
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https://youtu.be/hJMF44o8zAk?si=Fmt9jZBgmdO6UX_X
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Build AI Agents (Cursor Template)
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https://youtu.be/Og73plUTabs?si=19Z7fqiJ4RbjoN2F
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Replit Agent
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https://youtube.com/shorts/YKOpogFnbUU?si=0-onUkbDUrbQQKax
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What is AI Agent?
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https://youtu.be/wazHMMaiDEA?si=ElQzuw6301PrKZMT
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Openai Swarm agent framework
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https://youtu.be/HF3gLMI18jg?si=1kcgmjkYu1f98gt4
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Openai Swarm agent with OLLAMA
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https://youtu.be/hJMF44o8zAk?si=_URrdRwpYfBOhTaW
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Fullstack with n8n AI Agent
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https://youtu.be/JyolNYRbAcs?si=BGHBNTtWIXWMOPMa
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Agentic RAG System
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https://youtu.be/Y1PaM3edYoI?si=7SvCExarLXR9GEql
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Structure of Agents
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https://youtu.be/cqxrn1RY3N4?si=1_EbIO4-KbnTObpV
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GenAI Agents for Email Marketing
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https://youtu.be/TBD98TWvv4w?si=U2-y9ljtOjcyCkdN
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Salesforce Agent
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https://youtube.com/shorts/PtjzrpYCuN0?si=zav1PZvHjAe7HJxe
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AI Agent Expert
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https://youtube.com/shorts/o4Te051DGmw?si=B7QIXvWG4x__8N85
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AI Agentic Design Pattern
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https://youtube.com/shorts/H7knnC5oA_M?si=fwnBT_QXoa4c8QWy
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Openai Swarm agent framework
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https://youtu.be/82FSnDcw72k?si=6D-Jk56RNX6GkHAJ
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IBM Bee Agent Framework
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https://youtu.be/C-pZXA6Te_o?si=FAjHxNMf9xDIy_SN
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Agentic Process Automation
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https://youtu.be/womS8eW7B0A?si=n-xHtWdzWsitIJ5M
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Meta LLAMA 3.2
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https://youtu.be/oAAB2uei2A8?si=QaYTIUkzXqiPyhDR
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Agentic Future Gen AI
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https://youtube.com/shorts/tUEgutX6Gz4?si=yvcB0L0O4XsCsEGt
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BabyAGI
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https://youtu.be/jvpCvRSxXQI?si=NtL2b7IFO2pxYlOw
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AI Agents Explained
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https://youtu.be/wazHMMaiDEA?si=v45W20LXUwZDYR4A
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LangGraph: Building AI Agents
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https://youtu.be/VyyJFrPlHfk?si=jF2EATbxs3Nq8PBG
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AI Automation
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https://youtu.be/dtnJSzL9XrA?si=6AtOp0Sb9C05cJDT
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Future of AI Agents
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https://youtu.be/WV9gT1oox-U?si=1ObioxP1nnQ6dLoy
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NVIDIA NIM Agent
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https://youtu.be/WnyegI9EAF8?si=tUBw7be2XTI0ml1Z
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Replit Agents
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https://youtu.be/YVMv_c8nFdE?si=8ysrxugTsVdA4yW_
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Building AI Agents
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https://youtu.be/e0fuXyriZy4?si=m_Kvry9Y17wQgnML
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AI Companies
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- 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
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NVIDIA
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https://youtu.be/nn3O4GCdHxk?si=6WnpIuLch12Bca14
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https://youtu.be/nn3O4GCdHxk?si=v_Iino3z7h_gmUGV
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https://youtu.be/he5I6ByoaB4?si=hNay87RxeCN7qdsk
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AI
Applications & Use Cases
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- Education
- Accounting
- ERP
- Banking
- Insurance
- Finance
- Corporate Finance
- Retail
- Radiology
- Dental
- Hospital
- Films
- Music
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AI in
Education
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Students & Teachers
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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
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Futuristic Schools
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https://youtu.be/8vK72UJJjb4?si=YLNdhMc8Y7X55-Rl
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Accounting
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AI in Accounting
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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:
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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
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IBM Security Trusteer is a suite of cybersecurity solutions designed to
protect against financial fraud and cyber threats.
- AI-Enhanced Audit Tools - KPMG Clara
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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
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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
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AI Tools for Accountants
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https://youtu.be/Py-TDP-nBOU?si=V6DrcqH47dvF--8i
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Chatgpt for Accountants
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https://youtu.be/Nmxmbfyq7Tc?si=rdOEKsXC3_DG_TCp
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Chatgpt for Accounting Process
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https://youtu.be/Nmxmbfyq7Tc?si=rdOEKsXC3_DG_TCp
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Chatgpt for Financial Statement Analysis
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https://youtu.be/TRaQ04z78Tw?si=-59fBMQuuhRxPRpF
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AI in Automating Payables
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https://youtu.be/HfyblJIGkt8?si=ff1IaYZQbqKgiJUg
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GenAI in Accounting
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https://youtu.be/271nDSV6Xl8?si=2fgwpUKdiIJQFhIC
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Chatgpt use cases for Accountants
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https://youtu.be/-xxiO4UP9x8?si=MEiusa_PNq671Cnq
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AI in
ERP
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AI in Others
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https://youtube.com/shorts/Sczjanc6NxM?si=Yh_BoJI0rTxPzu0T
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Summits
& Conferences
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Career Opportunities
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AI in Telugu
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How to Learn AI
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https://youtu.be/UBygH_lbFDk?si=eGFmuj4gyZZXRVs-
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Generative AI Roadmap
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https://youtu.be/LDOFrBnaS0o?si=ocK2r-HMwMoP8FRK
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GenAI
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https://youtu.be/7l0G_awxFg0?si=xA2lxibLjP5FotDj
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https://youtu.be/THlzVKeFuPk?si=vCjewtMpJLmO_Cde
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AI
Shorts
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Hypothesis Testing
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https://youtube.com/shorts/GP85eW7Uxdc?si=EQ_Vun_qfQr3daII
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Prompt Engineering
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https://youtu.be/cOAI27-MRNQ?si=pdpTY73Rmaupd1Ra
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