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ChatGPT Complete Course
ChatGPT Complete Course
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Live Online Classes starting on 6th Jul 2024
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ChatGPT Complete Course Training Benefits
ChatGPT Complete Course is a smart choice for individuals and organizations looking to enhance their skills and knowledge in the field of language processing and AI. The certification provides a comprehensive understanding of ChatGPT and its capabilities, enabling one to effectively utilize its features for various applications. Additionally, the certification demonstrates an individual's expertise and competence in working with ChatGPT, making them a valuable asset to any organization.
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Why ChatGPT Complete Course from edureka
Live Interactive Learning
- World-Class Instructors
- Expert-Led Mentoring Sessions
- Instant doubt clearing
Lifetime Access
- Course Access Never Expires
- Free Access to Future Updates
- Unlimited Access to Course Content
24x7 Support
- One-On-One Learning Assistance
- Help Desk Support
- Resolve Doubts in Real-time
Hands-On Project Based Learning
- Industry-Relevant Projects
- Course Demo Dataset & Files
- Quizzes & Assignments
Industry Recognised Certification
- Edureka Training Certificate
- Graded Performance Certificate
- Certificate of Completion
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About your ChatGPT Complete Course
ChatGPT Complete Course Skills Covered
Tools Covered in ChatGPT Complete Course
ChatGPT Complete Course Curriculum
Curriculum Designed by Experts
Machine Learning Principles
10 Topics
Topics:
- Artificial Intelligence Essentials
- Disciplines of AI
- Types of AI
- Machine Learning Fundamentals
- Predictive ML Models
- ML Algorithms: Deep Dive
- Supervised Learning
- Unsupervised Learning
- Semi-Supervised Learning
- Reinforcement Learning
![skill]( "Hands On Experience")
- Experiment with Various AI Tools
- Implement an ML Model
- Explore Different Disciplines and Types of AI
![skill]( "skill you will learn")
- Machine Learning Fundamentals
- Machine Learning Algorithms
- Working with Predictive ML Models
NLP and Text Processing
23 Topics
Topics:
- Overview of Text Mining
- Need of Text Mining
- Natural Language Processing (NLP) in Text Mining
- Applications of Text Mining
- OS Module
- Reading, Writing to text and word files
- Setting the NLTK Environment
- Accessing the NLTK Corpora
- Tokenization
- Frequency Distribution
- Different Types of Tokenizers
- Bigrams, Trigrams & Ngrams
- Stemming
- Lemmatization
- Stopwords
- POS Tagging
- Named Entity Recognition
- Syntax Trees
- Chunking
- Chinking
- Context Free Grammars (CFG)
- Automating Text Paraphrasing
- Bag of Words
- Count Vectorizer
- Term Frequency (TF)
- Inverse Document Frequency (IDF)
![skill]( "Hands On Experience")
- Install NLTK Packages using NLTK Downloader
- Accessing your operating system using the OS Module in Python
- How to read json format, understand key-value pairs, and for that matter, understand uses of pkl files
- Regex, Word, Blankline, Sentence Tokenizers
- Bigrams, Trigrams & Ngrams
- Stopword Removal
- UTF encoding, dealing with URLs, hashtags
- POS Tagging
- Named Entity Recognition (NER)
- Parsing Syntax Trees
- Chunking
- Chinking
- Automate Text Paraphrasing using CFGโs
- Demonstrate Bag of Words Approach
- Working with CountVectorizer()
- Using TF & IDF
![skill]( "skill you will learn")
- Working with the NLTK Corpora
- Tokenization
- Named Entity Recognition (NER)
- Chunking
- Automate Text Paraphrasing
Generative AI Fundamentals
7 Topics
Topics:
- Generative AI Principles
- Types of Generative Models
- Applications of Generative Models
- Machine Learning Algorithms with GenAI
- Applications of Generative AI
- Generative AI: Advantages and Disadvantages
- Ethical Considerations
![skill]( "Hands On Experience")
- Implementing Generative AI Use Cases
- Implementing Machine Learning with GenAI
![skill]( "skill you will learn")
- Generative AI Fundamentals
- Generative AI for Problem Solving
- Ethical Insights into Generative AI
Unveiling ChatGPT: Conversing with Superintelligence
7 Topics
Topics:
- Introduction to Generative AI
- Introduction to ChatGPT and OpenAI
- Unleashing the Power of ChatGPT
- The Applications of ChatGPT
- Human-AI Collaboration and the Future
- Engaging with ChatGPT
- Wrapping Up and Looking Ahead
![skill]( "Hands On Experience")
- Getting started with ChatGPT and OpenAI
- Exploring the creative potential of ChatGPT
![skill]( "skill you will learn")
- Understand the fundamentals of generative AI
- Familiarize with ChatGPT and OpenAI
- Explore the power of ChatGPT
Prompt Engineering and ChatGPT Plugins
9 Topics
Topics:
- Introduction to Prompt Engineering
- Why Prompt Engineering?
- What is Prompt Engineering?
- Applications of Prompt Engineering
- Types of Prompting
- Priming Prompts
- Prompt Decomposition
- How to Get Better Responses from ChatGPT
- ChatGPT Plugins
![skill]( "Hands On Experience")
- Demo on creating prompts for effective responses from ChatGPT
- Install and implement ChatGPT plugins
![skill]( "skill you will learn")
- Prompt Engineering
ChatGPT for Productivity
11 Topics
Topics:
- Leveraging ChatGPT for Productivity
- Mastering Excel through ChatGPT
- Becoming a Data Scientist using ChatGPT
- Data Analysis in PowerBI with ChatGPT
- Creating a Content Marketing Plan
- Social Media Marketing using ChatGPT
- Keyword Search and SEO using ChatGPT
- Generating Content using ChatGPT
- Implementing ChatGPT for Customer Service
- Email Marketing using ChatGPT
- Developing a Project Management Plan using ChatGPT
![skill]( "Hands On Experience")
- Explore ChatGPT's capabilities in Excel
- Learn how to use ChatGPT in Data Science and PowerBI
- Experiment with ChatGPT for social media marketing
- SEO using ChatGPT
- Generate content using ChatGPT
- Implement ChatGPT for customer service
- Develop a project management plan using ChatGPT
![skill]( "skill you will learn")
- Productivity enhancement
- Excel mastery
- Data Science using ChatGPT
- Power BI analysis with ChatGPT
- Content marketing strategy
- Social media marketing
Code Generation, Debugging, and Testing with ChatGPT
7 Topics
Topics:
- ChatGPT for Creating Programs
- ChatGPT for Debugging
- ChatGPT for Integrating New Features
- ChatGPT for Testing
- Documenting Your Code with ChatGPT
- Essential Application Programming Interface (API) Concepts
- Introducing OpenAI and ChatGPT API
![skill]( "Hands On Experience")
- Use ChatGPT to assist in creating programs
- Leveraging ChatGPT for debugging and integrating new features
- Experiment with ChatGPT for testing purposes and generate test cases
- Practice documenting code and API concepts with ChatGPT
![skill]( "skill you will learn")
- Programming with ChatGPT
- ChatGPT for Code debugging and Documentation
- Software Testing using ChatGPT
Leveraging ChatGPT for Data Science Workflow
4 Topics
Topics:
- Python Code Generation with Generative AI
- Advanced Code Optimization with ChatGPT Gen AI Tool
- Coding with ChatGPT
- Building an Application in Python with ChatGPT
![skill]( "Hands On Experience")
- Optimize a Code using the ChatGPT Gen AI Tool
- Create Python Scripts using ChatGPT
![skill]( "skill you will learn")
- Generative AI-Powered Python Coding
- Code Enhancement with ChatGPT
GPT Models, Pre-processing and Fine-tuning ChatGPT
9 Topics
Topics:
- Overview of language models
- Understanding the architecture of the GPT model
- GPT models: advantages and disadvantages
- Overview of the pre-trained GPT models available for fine-tuning
- Training of ChatGPT
- Data preparation
- Model architecture
- Hyperparameter tuning
- Training process
![skill]( "Hands On Experience")
- Understand the architecture and components of the GPT model
- Exploring pre-trained GPT models for fine-tuning
- Data preparation techniques for training ChatGPT
- Implementing hyperparameter tuning to optimize model performance
![skill]( "skill you will learn")
- GPT model architecture
- Fine-tuning ChatGPT
- Hyperparameter tuning
Working with GPT-3
6 Topics
Topics:
- Introduction to GPT-3
- Democratizing NLP
- Understanding prompts, completions, and tokens
- Introducing the Playground
- Understanding general GPT-3 use cases
- Understanding GPT-3 risks
![skill]( "Hands On Experience")
- GPT-3 use cases
- Explore the Playground for GPT-3
![skill]( "skill you will learn")
- GPT-3
- OpenAI Playground
Building and Deploying GPT-3 Powered Application
4 Topics
Topics:
- Setting up the GPT-3 API and integrating it into projects
- Building conversational AI for finance and e-commerce domain
- Strengths and limitations of GPT-3 in building conversational AI
- Scaling and deploying GPT-3 models to production
![skill]( "Hands On Experience")
- Build a conversational AI application
- Scale and deploy GPT-3 models
![skill]( "skill you will learn")
- Conversational AI development
- Scaling and deployment
Building an AI-powered Chatbot
3 Topics
Topics:
- Creating a Chatbot using Chatterbot
- Building an Interactive Chatbot using Rasa
- Developing your own Chatbot using ChatGPT API
![skill]( "Hands On Experience")
- Create a chatbot using the Chatterbot library
- Build an interactive chatbot using Rasa
- Build a chatbot using ChatGPT API
![skill]( "skill you will learn")
- ChatGPT API integration
- Chatbot creation
- Rasa framework integration
Deploying and Integrating ChatGPT in Business Application
4 Topics
Topics:
- Integrate ChatGPT with Power Automate
- Integrate ChatGPT with Power Apps
- Integrate ChatGPT with Excel
- Create a serverless Rest API with ChatGPT
![skill]( "Hands On Experience")
- Integration of ChatGPT API with Microsoft Applications
- Creating a serverless Rest API with ChatGPT
![skill]( "skill you will learn")
- API setup and integration
Industry Use Cases and Best Practices
15 Topics
Topics:
- Building web development architecture
- Building backend server
- Setting up the database
- Setting up a React-based client-side application
- Writing user API requests to MongoDB with Express and React
- Fetching and updating the database with MongoDB API and routing with Express
- Routing to React-based client-side application
- Debugging and client-side coding
- Building a BMI Calculation application
- Building a website and creating landing page content using ChatGPT
- Ethical considerations
- Limitations of ChatGPT
- Best practices for using ChatGPT
- Future developments in the field of ChatGPT
- Opportunities for further learning and research
![skill]( "Hands On Experience")
- Building web development architecture
- Building backend server
- Building a BMI Calculation application
- Building a website and creating landing page content using ChatGPT
![skill]( "skill you will learn")
- Setting up the database
- Fetching and updating the database
- Routing to React-based client-side application
- Debugging and client-side coding
- Understanding ethical implications in ChatGPT
- Recognizing ChatGPT's limitations
Projects
2 Topics
Topics:
- ChatGPT-Powered Fitness Empowerment for FitPro
- Data Insights Dashboard: Unlocking Actionable Business Intelligence
![skill]( "Hands On Experience")
- Implementing ChatGPT within fitness applications
- Creating personalized workout recommendations and nutrition advice
- Building data dashboards
![skill]( "skill you will learn")
- Learning to integrate ChatGPT effectively into fitness applications
- Implementing data preprocessing and user interaction design
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About the ChatGPT Complete Course
What is the ChatGPT Complete Course?
Edurekaโs ChatGPT Complete Course will teach you about ChatGPT architecture, GPT models, methodology, and real-world applications. The ChatGPT training program is an excellent choice for individuals and organizations seeking to improve their language processing and AI skills and knowledge. The certification provides a thorough understanding of ChatGPT and its capabilities, allowing users to effectively use its features in a variety of applications. Furthermore, ChatGPT is a rapidly growing field, and with the certification, one can stay ahead of the curve and up-to-date on the latest industry advancements.
What are the prerequisites for this ChatGPT Complete Course?
There are no prerequisites required for this ChatGPT Complete Course. However, it is beneficial to have Basic programming knowledge and Problem Solving Skills.
Why take up the Online ChatGPT Complete Course?
Interested individuals can opt for the Online ChatGPT course as this course provides:
- Comprehensive knowledge: The course provides a comprehensive understanding of ChatGPT, including its architecture, training methodology, and real-world applications.
- Career advancement: The certification demonstrates an individual's expertise and competence in working with ChatGPT, making them a valuable asset to any organization.
- Stay ahead of the curve: ChatGPT is a rapidly growing field, and with the certification, one can stay ahead of the curve and stay updated with the latest advancements in the industry.
- Enhance skills: The ChatGPT Course provides practical skills and knowledge that can be applied to various areas and industries.
- Convenient and flexible: The online format of the ChatGPT Training Course allows for flexible and convenient learning, making it possible for individuals to study at their own pace.
How will ChatGPT help your career?
ChatGPT can help your career in several ways, including:
- Career advancement: By demonstrating your expertise and competence in working with ChatGPT, you can become a valuable asset to any organization.
- In-demand skills: ChatGPT is a rapidly growing field, and as such, having knowledge and skills in working with the model is becoming increasingly in demand.
- Enhance productivity: By leveraging ChatGPT's capabilities, you can automate certain tasks and work more efficiently.
- New job opportunities: As more organizations adopt AI and ChatGPT, new job opportunities in the field will become available.
- Improved knowledge: The training and certification in ChatGPT provides a comprehensive understanding of the model and its capabilities, improving your overall knowledge and expertise in the field of AI.
What are the essential concepts covered in this ChatGPT Course?
The essential concepts covered in the ChatGPT Training Course include:
- Overview of ChatGPT: The history and background of ChatGPT, its architecture and training methodology, and its place in the field of AI.
- ChatGPT applications: The various applications of ChatGPT, including customer service, language translation, and content generation.
- Technical details: The technical details of ChatGPT, including its deep neural network architecture, training methodology, and language processing techniques.
- Use cases: Real-world use cases of ChatGPT, including how it is being used by organizations in various industries.
- Best practices: Best practices for working with ChatGPT, including how to fine-tune the model and evaluate its performance.
- Integration with other tools: Integration of ChatGPT with other tools and platforms.
- Ethical considerations: Ethical considerations related to the use of ChatGPT and AI, including privacy, security, and algorithmic bias.
Who should take up this ChatGPT Complete Course?
The ChatGPT Course is suitable for a wide range of individuals, including:
- AI professionals: This course is ideal for AI professionals who want to gain expertise in ChatGPT and expand their knowledge in the field of AI.
- Developers: Developers who want to integrate ChatGPT into their projects and create new AI applications can benefit from the course.
- Data scientists: Data scientists who want to understand how ChatGPT can be used to process and analyze large amounts of data can also benefit from the course.
- Business professionals: Business professionals who want to leverage ChatGPT for customer service, content generation, and other business applications can benefit from the course.
- Anyone interested in AI: The ChatGPT course is also suitable for individuals who are interested in AI and want to learn more about the latest developments in the field.
What are the system requirements for this ChatGPT Complete Course?
The system requirements for a ChatGPT course include:
- A computer: A laptop or desktop computer with sufficient processing power and memory to run NLP and machine learning models is required.
- An internet connection: A stable and high-speed internet connection is necessary for accessing online course materials, videos, and software.
- Operating System: A modern operating system, such as Windows 10, macOS, or Linux, is required.
- Python Environment: A Python environment, such as Anaconda, is necessary for working with the ChatGPT API and other NLP and machine learning tools.
- OpenAI API Access: Access to the OpenAI API is required for hands-on experience working with the model.
ChatGPT Complete Course Projects
ChatGPT-Powered Fitness Empowerment for FitPro
FitPro, a leading e-commerce retailer of fitness equipment, has identified the need to enhance their online presence and improve their digital marketing strategies to i....Data Insights Dashboard: Unlocking Actionable Business Intelligence
In today's data-driven world, organizations are accumulating vast amounts of data from various sources. However, extracting meaningful insights from this data and turning them in....ChatGPT Complete Course Certification
To unlock Edurekaโs ChatGPT Complete Course completion certificate, you must ensure the following:
- Completely participate in this ChatGPT Certification Training Course.
- Evaluation and completion of the quizzes and projects listed.
ChatGPT certification is a way to demonstrate knowledge and proficiency in using the OpenAI's GPT-3 language model for various natural language processing tasks. The value of ChatGPT certification can be subjective and depends on the individual's career goals and the industry they work in.
Here are a few potential benefits of obtaining a ChatGPT certification:
- Validation of skills: ChatGPT certification can serve as validation of an individual's ability to work with the GPT-3 language model, demonstrating their knowledge and expertise in the field.
- Career advancement: In industries where ChatGPT and natural language processing are relevant, having a certification can make an individual stand out in the job market and potentially lead to career advancement opportunities.
After obtaining ChatGPT certification, you may be qualified for a range of job roles in the fields of artificial intelligence (AI) and natural language processing (NLP). Some of the more specific job roles you may be qualified for include:
- NLP Engineer
- Chatbot Developer
- Data Scientist
- AI Engineer
- Content Creator
- Social Media Influencer
- Digital Marketer
- According to OpenAI, this next-generation language model is more advanced in three key areas: creativity, visual input, and longer context.
- In terms of creativity, OpenAI says GPT-4 is much better at both creating and collaborating with users on creative projects.
- GPT-4 is capable of handling over 25,000 words of text, allowing for use cases like long form content creation, extended conversations, and document search and analysis.
- GPT-4 can accept images as inputs and generate captions, classifications, and analyses
- GPT-4 surpasses ChatGPT in its advanced reasoning capabilities.
- OpenAI also says GPT-4 is significantly safer to use than the previous generation. It can reportedly produce 40% more factual responses in OpenAIโs own internal testing, while also being 82% less likely to โrespond to requests for disallowed content.โ
No, GPT-4 is not available for free of cost as of now. You need to have an active ChatGPT Plus subscription to use GPT-4.
To access ChatGPT Plus, follow these steps:
- Create an account or sign in: If you do not already have an OpenAI account, create one by following the registration process. If you already have an account, sign in with your credentials and log in to ChatGPT.
- Upgrade to ChatGPT Plus: Pay $20 and start using ChatGPT Plus.
Yes, ChatGPT API (gpt3.5 turbo) is now available.
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ChatGPT Complete Course FAQs
What is ChatGPT?
ChatGPT is a language model developed by OpenAI, and it is part of the GPT (Generative Pre-trained Transformer) series. It is developed to generate human-like text and engage in conversations. The "chat" in ChatGPT indicates its specific focus on generating coherent and contextually relevant responses in a conversational style.
Is there a ChatGPT certification?
There is no specific certification for ChatGPT itself, but you can pursue certifications related to AI, NLP, or machine learning to demonstrate your expertise.
Can I attend a demo session before enrollment in ChatGPT Course?
We have limited number of participants in a live session to maintain the Quality Standards. So, unfortunately participation in a live class without enrollment is not possible. However, you can go through the sample class recording and it would give you a clear insight about how are the classes conducted, quality of instructors and the level of interaction in a class.
What can ChatGPT do?
ChatGPT can perform a wide range of tasks related to language processing and generation, including but not limited to:
- Answering questions: ChatGPT can provide answers to questions on a wide variety of topics, based on its training data and knowledge base.
- Generating text: Chat GPT can generate text on a variety of subjects, from short sentences to longer paragraphs or even entire articles.
- Language translation: Chat GPT can translate text from one language to another.
- Summarization: ChatGPT can summarize longer texts into shorter ones while retaining the most important information.
- Sentiment analysis: ChatGPT can analyze the sentiment of a given text, determining whether it is positive, negative, or neutral.
- Conversation: ChatGPT can engage in a conversation with a human user, answering questions, providing advice, and generating text based on the user's input.
Please note that while ChatGPT is capable of performing many language-related tasks, its abilities are limited by its training data and the quality of the input it receives.
Who are the instructors for ChatGPT Course?
All the instructors at edureka are practitioners from the Industry with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are trained by edureka for providing an awesome learning experience to the participants.
How does ChatGPT work?
ChatGPT is based on transformer architecture, which is a type of deep-learning neural network that is capable of processing sequences of words. It is trained on a massive corpus of text data and uses this knowledge to generate responses to user inputs.
What are the Course Objectives of the ChatGPT Complete Course?
The course objectives include understanding the architecture of ChatGPT, learning to implement and fine-tune models, and gaining practical skills in developing applications using ChatGPT.
Who created ChatGPT?
ChatGPT was created by OpenAI, an artificial intelligence research laboratory consisting of a team of researchers and engineers dedicated to advancing AI in a safe and beneficial manner. The development of Chat GPT was led by OpenAI researcher and computer scientist Dr. Alec Radford, along with a team of other researchers and engineers.
Is GPT-4 released?
OpenAI has achieved a significant milestone in the field of deep learning with the development of GPT-4. This advanced model has the ability to process both text and image inputs and generate textual outputs. While GPT-4 may not yet match human performance in all real-world situations, it has demonstrated remarkable proficiency in numerous academic and professional benchmarks.
What if I miss a Chat GPT class?
You will never miss a lecture at Edureka! You can choose either of the two options:
- View the recorded session of the class available in your LMS.
- You can attend the missed session, in any other live batch.
Will I get placement assistance after ChatGPT Training?
To help you in this endeavor, we have added a resume builder tool in your LMS. Now, you will be able to create a winning resume in just 3 easy steps. You will have unlimited access to use these templates across different roles and designations. All you need to do is, log in to your LMS and click on the "create your resume" option.
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