Generative AI Program
The demand for skilled GEN-AI is rapidly growing as organizations aim to leverage data analytics to enhance their decision-making processes.
Program Overview: Embark on an Exciting Data Science & GEN AI Journey!
Generative AI refers to a subset of artificial intelligence that uses machine learning models to create new content, such as text, images, music, videos, code, or even entire virtual environments. Unlike traditional AI, which often classifies or analyzes data, generative AI focuses on producing new and original outputs that resemble human-generated content.​
Explore the Comprehensive Range of Topics
- What is ChatGPT and its underlying technology (Transformer models)?
- Understanding the conversational AI landscape.
- Basic functionalities and user interface overview.
- Practical examples of ChatGPT usage (e.g., generating text, answering questions).
- Ethical considerations and responsible AI usage.
- Setting up an account and initial exploration.
- What are the limitations of chatGPT.
- Introduction to Python and IDEs
- Python Basics
- Data Manipulation with Numpy, Pandas,
- and Visualization
- Case Study
- The importance of effective prompting.
- Prompt engineering techniques (e.g., clear instructions, role-playing, few-shot learning).
- Exploring and utilizing ChatGPT plugins for extended functionality.
- Case studies of successful prompt engineering.
- Hands-on exercises in crafting effective prompts.
- How to find and install plugins.
- Plugin security.
- Using ChatGPT for content creation (e.g., articles, emails, social media posts).
- Automating tasks with ChatGPT (e.g., summarizing documents, generating code snippets).
- Leveraging ChatGPT for research and information gathering.
- Time management and workflow optimization with ChatGPT.
- Personalized learning and skill development with ChatGPT.
- Using ChatGPT for idea generation.
- Overview of GPT model architectures (GPT-3, GPT-4, etc.).
- Understanding pre-processing techniques (tokenization, embeddings).
- Introduction to fine-tuning ChatGPT for specific tasks.
- Data preparation for fine-tuning.
- Practical demonstrations of fine-tuning processes.
- Exploring the concept of transfer learning.
- Designing conversational flows and user interfaces.
- Integrating ChatGPT into chatbot platforms.
- Handling user intents and entities.
- Implementing context management and memory.
- Testing and evaluating chatbot performance.
- Using API’s to connect ChatGPT.
- API integration strategies.
- Scaling and managing ChatGPT deployments.
- Security considerations for business applications.
- Real-world use cases in various industries.
- Best practices for integrating ChatGPT into existing systems.
- Deep dive into the GPT-3 API.
- Exploring different GPT-3 models and their capabilities.
- Advanced prompt engineering for GPT-3.
- Utilizing GPT-3 for various applications (e.g., code generation, creative writing).
- Understanding the cost of GPT-3 api usage.
- Developing custom applications using the GPT-3 API.
- Deploying GPT-3 applications on cloud platforms.
- Monitoring and optimizing application performance.
- Creating user interfaces for GPT-3 powered applications.
- Handling API keys and security.
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- Summarizing best practices for using ChatGPT.
- Addressing the limitations of current AI models (e.g., bias, factual inaccuracies).
- Exploring emerging trends in AI and natural language processing.
- Discussing potential future developments in ChatGPT and related technologies.
- Ethical implications of advanced AI.
- Overview of other generative AI tools (e.g., DALL-E, Stable Diffusion, Midjourney).
- Comparing and contrasting different generative AI models.
- Exploring the applications of various generative AI technologies.
- How to access and use other generative AI tools.
- Advanced prompt techniques: chain-of-thought, tree-of-thoughts, reflexions.
- Prompt optimization for specific tasks and model types.
- Handling ambiguity and bias in prompts.
- Creating robust and reliable prompts.
- Testing and debugging prompts.
- Understanding the architecture and training of Large Language Models (LLMs).
- Exploring different LLM applications: text generation, translation, summarization, code generation.
- Evaluating the performance of LLMs.
- Addressing the challenges of LLM deployment.
- Model sizes and parameter understanding.
- Using LLMs for semantic search and information retrieval.
- Leveraging LLMs for predictive modeling and forecasting.
- Generating creative content with LLMs (e.g., stories, poems, scripts).
- Building question-answering systems with LLMs.
- How LLMs are changing traditional search methods.
- Introduction to LangChain and its components.
- Building LLM applications with LangChain’s modular framework.
- Using LangChain for prompt management, model interaction, and output parsing.
- Creating custom LangChain chains and agents.
- Connecting to external data sources.
- Understanding Retrieval Augmented Generation (RAG).
- Using LangChain to build RAG systems.
- Connecting LLMs to external knowledge bases.
- Implementing data indexing and retrieval.
- Building applications that can answer questions based on specific datasets.
- Vector databases.
the tools we discussed
These tools will master you in data science and will enhance your skill set with practical approach
Job Roles in Data Science
There are various job roles that are in high demand which you can go for .
AI Research Scientist
Designing new AI architectures, conducting experiments, and publishing research.
AI Expert
Works on AI models and new products of AI for company growth.
ML Expert
Need to work on large number of data to create chunks and use latest tools to update the models.
Big Data Specialist
Need to work on huge data with proper frameworks to filter and validate the data.
Soft Skill Training For All Programs
Soft Skill Training For All Programs: Unlock your true potential and excel in every aspect of your journey.
- Verbal Communication
- Non-Verbal Communication
- Listening Skills
- Email Etiquette
- Decision-Making
- Problem-Solving
- Goal Setting
- Delegation
- Conflict Resolution
- Effective Feedback
- Goal Setting
- Task Prioritization
- Scheduling
- Procrastination Management
- Self-Awareness
- Self-Regulation
- Empathy
- Social Skills
- Stress Management
- Active Listening
- Problem-Solving
- Effective Communication
- Empathy
- Diversity and Inclusion
- Cultural Awareness
- Inclusion
- Sensitivity to Different Perspectives
- Addressing Bias
- Brainstorming Techniques
- Problem-Solving
- Critical Thinking
- Risk-Taking
- Out-of-the-Box Thinking
- Communication
- Collaboration
- Conflict Resolution
- Goal Setting
- Trust Building
- Flexibility
- Resilience
- Agility
- Change Management
- Building Relationships
- Communication
- Personal Branding
- Follow-Up Strategies
What makes us the preferred choice?
With an impressive history of delivering exceptional results and a steadfast commitment to our mentee's happiness and success stories, we confidently stand out as the ultimate choice for your needs.
Live projects and Tools
Experience the Thrill of Live Projects and Command the Trendiest Tools Used by Industry Experts to increase productivity.
Industry Mentored Sessions
Elevate your communication, teamwork, and problem-solving prowess with our engaging sessions guided by industry mentors
1:1 interview preparations
We will equip you with the essential tools for successful job placement, covering resume optimization, job hunting tactics, and expert guidance on acing interviews.
Diverse Industry Placement
We help you with education loans that will provide financial assistance so that you can pursue higher education.
100% Placement Success!
Your job placement is our top priority, and we ensure your successful career through resume refinement, strategic job searching, and interview excellence.
Ultimate LMS Support
Our LMS helps students so amazingly by providing access to course materials, assignments, and assessments from anywhere with an internet connection.
No Cost EMI
No-cost EMI for education loans is being provided to students, allowing them to repay the loan amount in installments without incurring additional interest or fees.
Limitless Education
We provide valuable guidance and support in securing education loans, ensuring that financial constraints don't hinder your pursuit of higher education
Meet Our Proudly Happy Students
Take Action Now And Book Your Demo Session To Explore Our Courses
Are you ready to take your skills to the next level? We have an incredible offer that you won’t want to miss. 🌟 For a limited time only, we are providing a FREE laptop with every course booking!
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