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Instructor Name

Ranjith Kumar

Category

Gen AI

Reviews

5 (2 Rating)

Course Requirements

There are no prerequisites. Anyone interested, can join this workshop.

Course Description

Recent progress in generative models have resulted in models that can produce realistic text, images and video that can potentially revolutionize the way humans work, create content and interact with machines. Generative AI is a type of artificial intelligence that creates new content, such as images, text, video, audio, or simulations. It's particularly valuable in creative fields and for novel problem-solving.


 Topics to be Covered in Workshop

Day 1

Module 1: Understanding Generative AI
Artificial Intelligence

  • AI vs. ML vs. GenAI
  • Machine Learning: Learning by Example
  • Large-Language Models
  • Generative AI: From Classification to Creation
  • From Recognition to Understanding Areas of Greatest Impact
  • Product Design and Development
  • Customer Service
  • Marketing
  • Retail
  • Financial Services
  • Medical
  • Manufacturing Movers and Shakers
  • OpenAI
  • Microsoft
  • Google
  • Amazon
  • Open-Source Solutions
  • Foundational Models

    • OpenAI GPT
    • Google PaLM
    • Meta AI Llama

    Prompt Engineering

    • Asking the Right Questions
    • Adding Context


Module 2: Generative AI using ChatGPT

  • Introduction to Artificial Intelligence and Chatbots: 
  • Overview of AI and its applications in chatbots.
  • Understanding the components and functionality of a chatbot.
  • Introduction to Natural Language Processing (NLP): 
  • Basics of NLP and its role in understanding human language.
  • Using Python's nltk library for text processing tasks.
  • Building a Simple Rule-based Chatbot: 
  • Using regular expressions (re) to identify patterns in user input.
  • Creating rules to generate predefined responses based on patterns.
  • Integrating User Input and Responses: 
  • Setting up a basic chat interface using Python.
  • Combining user input processing with predefined responses to create a functional chatbot.



Day 2

  • Enhancing Your Chatbot's Performance: 
  • How to improve your chatbot's responses using input conditioning.
  • Understanding prompts and tips to get better results from ChatGPT.
  • Using ChatGPT for Specific Tasks: 
  • Exploring use cases where ChatGPT can be helpful, such as customer support or content generation.
  • Customizing ChatGPT for specific tasks using prompts and instructions.
  • Responsible AI and Ethical Considerations: 
  • Understanding the importance of ethical AI development.
  • Guidelines for creating responsible and unbiased chatbots.
  • OpenAI Playground & Prompt Engineering


Duration: The duration of this workshop will be two consecutive days, with 2-3 Hours Session each day in a total of five to six hours properly divided into theory and hands on sessions.

Course Outcomes

  • Certificate of Participation for all the workshop participants.
  • At the end of this workshop, a small competition will be organized among the participating students and winners will be awarded with a 'Certificate of Excellence'.
  • Certificate of Coordination for the coordinators of the campus workshops.

Course Curriculum

1 JAVA
10 Min

Java Execution


2 Product Training
10 Min


3 Introduction to Python Programming
10 Min


4 Ai
N/A


Instructor

Ranjith Kumar

5 Rating
2 Reviews
68 Students
10 Courses

·       Rich 8+yrs experience in various domains including Cloud technologies, programming language, scripting language.

·       Good experience as a IOT & Robotics trainer with expertise in designing and delivering effective training programs.

·       Proficient in Python programming language, including advanced topics such as object-oriented programming, data structures, algorithms, and libraries.

·       Strong knowledge of Python frameworks like Django and Flask for web development.

·       Familiarity with popular Python libraries and tools such as NumPy, Pandas, Matplotlib, and scikit-learn for data analysis, visualization, and machine learning.

·       Ability to explain complex concepts in a simplified and engaging manner.

·       He has delivered trainings on Microsoft, IBM Watson, Ubuntu, Horizon, Citrix, Azure, AWS

·       Excellent communication and presentation skills.

·       Experience in conducting workshops, boot camps, and corporate training sessions.

·       Up-to-date with the latest trends and advancements in Python programming.

 

Technical Skills:

·        Programming Languages: Python

·        Scripting Languages:

o   PowerShell

o   Shell script.

·        Cloud Platforms:

o   Amazon Web Services (AWS)

o   Microsoft Azure

o   Google Cloud Platform (GCP)

·        Version Control Systems: Git.

·        Operating Systems:

o   Windows (server & client)

o   Linux (RHEL, CentOS, Ubuntu, etc.)

·        DevOps:

o   Docker & Kubernetes

o   Ansible

o   Terraform

 

Certifications:

·       Microsoft Certified trainer (MCT).

·       Microsoft Azure Administrator

 

Training delivered for:

·       Trinity (Linux, PowerShell, Azure, power BI)

·       Trinity(Azure, Python)

·       Trinity (JAVA, Springboot, Angular, Linux, Shell script, PowerShell)

·       SHLR (Python, PowerShell, Azure, Linux, Shell script, Microsoft Cloud Services)

·       EZ Infotech (Linux, Shell Script)

·       VVTECH (Robotics, Raspberry pi, AWS)

·       Wogglesoft (PowerShell, Azure, Python)

·       NEXIOT (Azure, Angular,MSSQL,Springboot)

·       NEXIOT (Python, PowerShell, Azure, Linux, Windows server, Shell script,Ubuntu)

 

Microsoft Azure

·       Managing Azure subscriptions.

·       Creating & managing Azure users & groups.

·       Managing Azure users using Role Based Access Control (RBAC)

·       Monitoring & alert resources in Azure & managing activity logs.

·       Deployment using PowerShell, Visual Studio, ARM template & Azure portal.

·       Creating Azure storage account, VM storage, Data replication, Azure storage explorer.

·       Storage services such as BLOB, Azure files, tables, queues.

·       Securing & accessing data using shared access keys, Azure backup, CDN.

·       Creating, accessing, managing, scaling, resizing, monitoring & troubleshooting Azure Linux & windows VM.

·       Creating & managing Azure virtual network (Vnet).

·       Configuring vnet-to-vnet peering, P2S VPN.

·       Managing Azure Active Directory (AAD).

·       Synchronizing & managing on-premises users & groups to Azure cloud using AD-Connect.

·       Migrating on-premises Hyper-V virtual machines to Azure cloud.

·       Creating, managing & removing Azure resources using PowerShell & Azure CLI 2.0.

·       Creating, managing, scaling & monitoring Azure web apps & custom domain with self-sign certificate.

·       Generating event-based alerts.

 

Microsoft Windows  

·       Installation & configuration of MS windows 2012r2, 2016 server & several client operating system.

·       Installation and Support to all users regarding OS.

·       Planning and executing Backup Strategy.

·       Installation, configuration and troubleshooting of DNS & DHCP server. Implementing, Configuring, maintaining and administering medium and large windows 2008, 2008r2, 2012, 2012r2 networks.

·       Installation and configuring ADDS.

·       Management & Monitoring using PowerShell Scripts, Automating AD object using PowerShell.

 

PowerShell

·       Upgrading older PowerShell version to new version.

·       Managing local system using PowerShell & scripts.

·       Generating certificate using PowerShell.

·       Digitally signing PowerShell script using digital certificate.

·       Managing Domain Controller (DC) objects (users, computers) using PowerShell.

·       Automating Administration with Windows PowerShell - 10961B

·       Advanced Automated Administration with Windows PowerShell - 10962B

 

Virtualization:

·       VMWare workstation, KVM, Hyper-V, Oracle virtual box.

·       Installation and Configuration of ESXi Server (6.0, 6.5), vCenter, vSphere.

·       Installation and Configuration Xen Server-6.1, 6.2, 6.5, Xen App, Xen Desktop-7.5.

 

Hardware:      

·       Hardware maintenance & Troubleshooting.

·       Assembling Computers, Loading and Managing Software.

 

Linux:

 

·       Installing and maintaining all server hardware and software systems and administer server performance and ensure availability for same.

·       Various server configurations such as:

o   DHCP, Kickstart, Rsyslog, Backup, CUPS, FTP, ISCSI storage

o   LUKS, LVM, LVM snapshot

o   NFS, NTP, Samba, SSH, Telnet, Tiger-VNC

o   RPM & YUM server.  

·       Shell scripting for basic management.

·       Packstack OpenStack.

·       Efficiently managed all internet applications inclusive to DNS, RADIUS, Apache, MySQL, PHP.

·       Taking frequent back up of data, create new storage procedures and scheduled back up is one of the duties.

·       Maintain system backups and to restore all procedures and provide required training to all users.

·       Designing and maintaining all system tools for all scripts.

·       Integrate all required software’s and resolving issues across various technologies and design require enterprise servers and provide back up support.

·       Evaluate all documents according to system requirements and evaluate all design and perform tests on all development activities.

·       Develop an infrastructure to provide support to all business requirements and perform regular troubleshoot on system to resolve all issues.

·       Monitor everyday systems and evaluate availability of all server resources and perform all activities for

·       Linux servers.

·       Assist to configure and deploy all virtual machines.

·       Administer all performance for various resources and ensure optimization for same and provide support to all applications.

·       Perform tests on all new software and maintain patches for management services and perform audit on all security processes.

 

Monitoring:

·       Monitoring with Nagios Monitoring tool (XI & Core)

·       Microsoft Azure / Amazon AWS EC2 / OpenStack.

·       Setting up environment for POCs and demos, Migrating applications to AWS.

·       Administering Amazon Web Services - EC2, Route53, S3, Auto Scaling, Cloud formation, Cloud watch, RDS, IAM etc, configuring cloud watch alerts to trigger Auto scaling and Integrating AWS services.

·       Providing cost effective solutions for the clients.

·       Monitoring all servers irrespective of Unix/Linux/windows platforms.

  

Student Feedback

GenAI Training

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