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Gen AI for Leadership

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cutting-edge curriculum

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Featured Courses

Learning Outcomes :

  • Overview of ChatGPT and its capabilities
  • Understanding Natural Language Processing (NLP) and Generative AI (GenAI)
  • Applications of ChatGPT in data analysis across various industries
  • ChatGPT Fundamentals:
  • Hands-on: Navigating the ChatGPT interface and creating basic prompts
  • Exploring different prompt styles and techniques
  • Understanding language models and their impact on ChatGPT’s performance.
  •  
  • Deep dive into Large Language Models (LLMs) and their underlying technologies.
  • Hands-on:Generating different creative text formats using ChatGPT.
  • ChatGPT and Excel Integration:
    ● Automating data cleaning, analysis, and reporting tasks in Excel with ChatGPT.
    ● Hands-on:Utilizing ChatGPT plugins and add-ins for Excel data analysis.
    ● Building robust workflows combining ChatGPT and Excel for efficiency.
    ● Advanced Data Analysis using ChatGPT Code Interpreter:
    ● Programming directly within ChatGPT for complex data manipulation and analysis.
    ● Hands-on:Writing and executing code snippets in ChatGPT for data tasks.
    ● Exploring advanced applications of ChatGPT code interpreters.
  • ChatGPT for Image Analysis: Generating insights and descriptions from images using ChatGPT prompts.
    ● Hands-on: Experimenting with image analysis capabilities of ChatGPT.
    ● Exploring potential applications in various industries.
    ● Introduction to WhisperAI: Understanding the capabilities of WhisperAI for audio transcription and analysis.
    ● Integrating WhisperAI with ChatGPT for richer data insights

Learning Outcomes :

  • Data Science(DS) – definitions, relationships, and real-world applications.
  • Hands-on Session: Introduction to Python libraries like NumPy and Pandas for data manipulation (exercises provided)
  • Introduction to Generative AI: GPT series, LLMs, and their capabilities (text generation, translation, code completion).
  • Prompt Engineering: Techniques for crafting effective prompts to control LLM outputs (fine-tuning, zero-shot, few-shot learning).
  •  
  • Vector Databases: Introduction to vector databases and their role in efficient document search with LLMs.
  • Introduction to RetrievalAugmented Generation (RAG): Understanding RAG models and their capabilities for relevant information retrieval and document summarization.
  •  

Learning Outcomes :

  • Introduction to ChatGPT: History, capabilities, and versions
    ● Use cases of ChatGPT in the finance industry
  • Fine-tuning ChatGPT for finance- specific tasks
  • Sentiment analysis and opinion mining using ChatGPT in financial data
  • Extracting insights from unstructured data using ChatGPT
  • Hands-on Session: Fine-tuning ChatGPT for finance-specific queries
  • Compliance monitoring and regulatory reporting with ChatGPT
    ● Ethics and biases in AI-powered finance tools like ChatGPT
    ● Hands-on Session: Building a risk identification model using ChatGPT
    ● Hands-onSession: Automating compliance checks with ChatGPT
  • Personalised investment advice and portfolio optimization with ChatGPT
  • Risk-adjusted return analysis using ChatGPT
  • Hands-on Session: Building an investment recommendation system with ChatGPT
  • Hands-on Session: Portfolio optimization using ChatGPT- generated insights

Learning Outcomes :

  • Gain a solid understanding of key AI and ML concepts,
    technologies, and their impact on leadership
  • Learn strategies to overcome implementation challenges and
    build a roadmap for AI adoption in your organization
  • Explore the exciting world of Generative AI, its current
    landscape, and potential applications in various industries, particularly focusing
    on its impact in Finance & Supply Chain 
  • Get hands-on with popular tools and platforms, experiment
    with building Generative AI applications, and create domain-specific chatbots
    using LangChain
  • Learn strategies to overcome implementation challenges and
    build a roadmap for GEN AI adoption in your organization.
  • Develop responsible leadership skills for the GEN AI age and
    understand the ethical implications of Generative AI technologies

Learning Outcomes :

What is DSP (Digital Signal Processing) 

  • Definitions, properties- linearity, shift, symmetry properties

 

Discrete Fourier Transforms (DFT) 

  • Circular convolution
  • Autocorrelation of a given sequence and verification of its properties
  • Computation of N point DFT of a given sequence and plot magnitude and phase spectrum

Design of FIR digital filters by use of windows, Design of FIR digital filters-frequency sampling techniques

Learning Outcomes :

  • Comprehensive: Covers essential NLP concepts, advanced techniques like word embeddings, transformers, and sentiment analysis, as well as practical applications like chatbots, machine translation, and image captioning.
  • Learn by doing interactive exercises and projects, building your NLP skills through practical implementation in TensorFlow 2.0
  • Understanding RNNs and Long Short-Term Memory (LSTM) networks.
  • Applying RNNs and LSTMs for text generation and sequence processing.
  • Exploring applications like language modeling and chatbot development.
  • Hands-on: Generating creative text formats (poems, code, scripts) using RNNs
  • Generating captions for images based on visual content and textual information.
  • Introduction to conversational AI and chatbot development frameworks.
  • Building a simple chatbot using
  • NLP techniques and dialogue management strategies.
  • Hands-on: Developing a basic chatbot for customer service applications.

Learning Outcomes :

  • Understand the capabilities and limitations of different GenAI models like text generation, image generation, and code generation.
  • Apply popular models like GPT-3 and T5 to craft creative content, analyze sentiment, and personalize communication
  • Build chatbots for customer service, automate tasks, and enhance customer experience using platforms like Dialogflow
  • Craft compelling prompts to fine-tune AI models for specific business goals, leveraging techniques like embeddings and zero-shot learning

Learning Outcomes :

  • Overview of Azure as a Cloud Platform
  • Azure Machine Learning Services
  • Setting Up Azure Environment
  • Hands-on Lab: Azure Setup and Basics
  • Creating and Configuring Azure ML Workspace
    ● Managing Experiments and Compute Targets
    ● Azure ML Datasets
    Hands-on Lab: Azure ML Workspace Setup
  • Model Training and Evaluation
  • Hyperparameter Tuning
  • Model Deployment Options in Azure
  • Hands-on Lab: Model Development in Azure ML
  • Introduction to Azure DevOps
  • Building CI/CD Pipelines for ML
  • Version Control for ML Models
  • Hands-on Lab: Azure DevOps for ML
  • Model Deployment in Azure
  • Introduction to Azure Container Instances
  • Deploying ML Models in ACI
  • Real-time Inference with ACI
    ● Hands-on Lab: ACI for Model Deployment

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MOST RELEVANT STUDY Material

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Why Should you select us?

Joining KPI Ladder's any program provides you with 360 Degree complete skill enhancement, networking, flexible learning, knowledge sessions from top 1% Industry mentors and multiple career advancement opportunities!

Esteemed customers who deeply appreciate and support our services

Esteemed customers who deeply appreciate and support our services

Angoelal .P
Angoelal .P
2024-08-12
I loved the 2 days session , I learned a lot about Microsoft Power BI and how I can use it in my business . You presented very informative and had a lot of patience . These training sessions are sessions you must not miss . So go and learn with mister Swarna about Microsoft Power BI ,YOU will NOT regret it
Prashant Gautam
Prashant Gautam
2024-04-01
I had the pleasure of participating in KPI Ladder's custom-crafted training courses and workshops, and I must say, they exceeded all my expectations. The team at KPI Ladder demonstrated a deep understanding of individual's needs and tailored their programs accordingly. Not only were the courses highly informative, but they were also engaging and interactive, making learning both enjoyable and effective. The trainers were experts in their fields, delivering content with clarity and enthusiasm. Moreover, the practical exercises and case studies provided valuable insights that I could immediately apply to my work. I highly recommend KPI Ladder to any organization seeking top-notch training solutions to drive success
Ramajeyam Sekar
Ramajeyam Sekar
2024-04-01
A decent and meticulous session conducted by the team with couple of use cases with CHATGPT and PROMPT Engineering. I find the team is excellent in demonstrating the way of exploiting the Gen AI tool for building solutions for the practical use cases in our business environment. Congratulate the team and trainer for successful completion of the programme and more transparent during training sessions and open to ideas from the participants. Well Done, Keep It Up
Ramesh Gupta
Ramesh Gupta
2024-03-21
Their course 'Gen AI for Business Leaders' brilliantly demystifies AI, offering practical, hands-on guidance and tailored for business leaders looking to pioneer innovation and competitive advantage in their industries. Thanks to Mr. Swarnatama Ganguly for facilitating this.
Vijaya Baskar
Vijaya Baskar
2024-03-21
It was a great session with a lot of insights about AI. AI is capable of every aspect of our lives today. Especially the instructor has sound knowledge in the area of AI.
Aseem Kalia
Aseem Kalia
2024-03-21
Tutor's topics coverage and conceptual understanding was very convincing and sure must benefited to all the audience in their daily life.
Arif Ahmad
Arif Ahmad
2024-03-20
Since, AI is the hot topic in the IT industry right now, I think everyone must attend workshops like this one, which was conducted by KPI Ladder. It was very informative. Thank you KPI consulting.
Ganesh Jagnade
Ganesh Jagnade
2024-03-19
It was an awesome experience attending this program. The trainer for both day's session spoke eloquently. The training was so innovative, informative, and instructive, linking our minds to ideas, possibilities, and unforeseen circumstances that we face daily in projects. Few simple tips to make work efficient, like excel formulas etc. were really surprises how fast it can be with the help of few steps in AI. I enjoyed it a lot, looking for more such training in future.
Payal Chopra
Payal Chopra
2024-03-19
Excellent & very knowledgeable team ! Very good sessions on new age tools like AI / Gen AI, ML & DL where we learnt a lot ! The best part is unlike a lot of online courses, this team is very interactive and responsive. Loved the 2 day session !
M Subramanian
M Subramanian
2024-03-19
Excellent Company for Training and Consulting

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