Empowering Professionals & Scholars | Certified Generative AI Professional

Course / Course Details

Certified Generative AI Professional

Technology

By - Admin
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Course Requirements

There are no particular prerequisites for this certification. Knowledge of business domains and project management will be beneficial.

Course Description

Generative AI Certification is based on Generative AI technologies, practical AI applications, and global industry best practices.

Learn directly from global practitioners, Generative AI experts, and industry leaders who are shaping the future of Generative AI

Course Curriculum

15 chapters
124 lectures
0 exams
N/A total length

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1 Understanding AI

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2 Demystifying Machine Learning

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3 Deep Learning and Neural Network

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1 Generative and Discriminative

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2 Distinguish Discrimination and Generative Models

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3 Distinguish Discriminative and Generative Model

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4 Examples of Generative AI

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1 What is Transformers

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2 Prompt Engineering

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3 What are Foundation Models

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4 Type of Application of Gen AI

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1 Introduction to Large Language Models

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2 Benefits of Using LLMS

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3 Examples of LLMS

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4 LLM Development

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5 Importance of Tuning LLMS

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1 Generative AI Studio

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2 Maker Suite And PaLM API

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3 Generating content on models

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4 What Is ChatGPT

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5 Prompting ChatGPT

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6 ChatGPT Capabilities and Limitations

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7 ChatGPT Capabilities and Limitations

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8 ChatGPT Web Browsing Plugins

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9 ChatGPT Shortcuts

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10 Casestudy introduction video

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11 Generative AI casestudy - Leveraging Gen AI for creating syllabus & content creation

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12 Casestudy introduction video

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13 Generative AI for content generation

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14 Content creation for branding

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15 Impact of social channels

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16 Automated Content creation

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17 Applications in Content generation

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18 Integrating Gen AI to business strategies

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19 Considerations for implementation

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1 Overview of AI Impact on Businesses

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2 Examples of AI Application in Different Industries

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3 Chatbots Explained from Basic to Generative AI

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4 Application of Generative AI Chatbot within Business

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5 Customized Business Solution with GenAI - Practical Examples

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6 Smart Choice for AI in Your Business

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7 Embracing AI as an Empowerment Tool and Managing Change

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8 A Guide to Popular GenAI Tools for Business Purposes

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9 Generative AI Tools to Boost Creativity and Productivity

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10 The Most Famous GenAI Tools for Business

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1 Skills and Values for Leaders

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2 Take Action - Foster Adaptation

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3 The Future of Jobs in the Generative AI Era

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4 Navigating the Future - Emerging Trends in AI

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5 Will AI Fix Work

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1 Generative AI Risks

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2 Data Privacy and Confidentiality

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3 Data Breach of Provider

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4 Evolution of Threat Actors

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5 Data Leakage

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6 Prompt Injections

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7 Prompt Injections - Demo

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8 Indirect Prompt Injections

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9 Inadequate Sandboxing

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10 Hallucinations

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11 Server Side Request Forgery (SSRF)

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12 Hallucinations (Duplicate Entry)

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13 Server Side Request Forgery (SSRF) (Duplicate Entry)

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14 DDOS Attack

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15 Data Poisoning

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16 Model Bias

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17 Copyright Violations

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18 How to Secure Generative AI

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19 Threat Modeling and GenAI Security

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20 LLM and AI Governance Checklist

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1 What Is Prompt Engineering

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2 ChatGPT AI Prompt Pack

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3 What is Google Bard

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4 What is Meta LLaMA

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5 What is Anthropic Claude

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6 What is Microsoft New Bing

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7 What is Tencent ARC

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8 What is Google Vision

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9 What is Open AI Whisper

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10 What is Falcon

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1 What Are Tokens

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2 Log Probabilities

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3 AI Hallucinations

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4 Sentiment Analysis

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5 Explain it like I'm Five

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6 Least To Most

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7 Writing Clear Instructions

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8 Writing Clear Instructions Specifying the Steps

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9 Writing Clear Instructions Delimiters

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10 Writing Clear Instructions Specifying Length

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11 Role Prompting

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12 Ask For Content

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13 Question Writing

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14 Progressive Summarization

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15 Overcoming The Token in ChatGPT

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16 Meta Prompting

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17 Chain Of Thought Reasoning

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18 Advanced List Generation

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19 Advanced List Generation YML - Coding

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20 Advanced List Generation - Exporting JSON

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21 Prompt Optimization Coding

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22 Overcoming Token Limit

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23 Vector Databases - Coding

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24 Reason and Act react Coding

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25 Recursive Re-Prompting and revision Coding

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26 Information Retrieval with Vector Database

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1 What is Midjourney

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2 Prompting Midjourney

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3 Midjourney Capabilities and Limitations

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1 What is DALL-E

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2 DALL-E 2 Capabilities and Limitations

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3 What is Stable Diffusion

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4 Prompting Stable Diffusion

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5 Stable Diffusion Capabilities and Limitations

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1 Inpainting

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2 Outpainting

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1 Style Modifiers

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2 Quality Boosters

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3 Negative Prompts

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4 Weighted Terms

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5 Meme Unbundling

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6 Meme Mapping

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7 Permutations Prompts

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1 Prompt Reverse - Engineering

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Instructor

Admin

As the Admin of our platform, I bring over a decade of experience in managing and leading digital transformation initiatives. My journey began in the tech industry as a developer, and I have since evolved into a strategic leader with a focus on innovation and operational excellence. I am passionate about leveraging technology to solve complex problems and drive organizational growth. Outside of work, I enjoy mentoring aspiring tech professionals and staying updated with the latest industry trends.

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