Cloud Migration - How can you migrate AWS EC2 instance to Google Cloud Engine VM.
In the latest Newsletter, I cover step-by-step details of how I migrated my website from AWS to Google Cloud.
Subscribe to the Newsletter for regular updates - https://lnkd.in/dSX8BNk6
ChatGPT has a long way to go for enterprise adoption. To make ChatPT relevant for enterprise adoption, we need
Domain Adaptability
Domain Intelligence
Explainability
Transparency
Non-biased
Privacy
Scalability - Compute power for Training and Inference
Lower Environmental Footprint
What do you think? Where are ChatPT and other large language models in enterprise adoption?
Reduce your application carbon footprint - AWS Graviton3-based instances use up to 60% less energy for the same performance than comparable EC2 instances.
If you plan to move to Graviton3-based instances to reduce your carbon footprint, you must ensure your code runs on AWS Graviton3-based processor.
AWS has just released the porting Advisor for Graviton, an open-source command line tool that analyses source code and generates a report highlighting missing and outdated libraries and code construct that may require modification, along with recommendations for alternatives. It accelerates your transition to AWS Graviton-based instances by reducing the iterative process of identifying and resolving source code and library dependencies.
Link - https://lnkd.in/dD6MFu4j
#aws #sustainability #greensoftware #learning #esg Green Software Foundation
Build end-2-end AI Models with less effort. Google Cloud Vertex AI is a unified ML platform that provides end to journey for building and deploying your ML Models.
Follow these videos on how to build an end to end Retail AI applications using Vertex AI
Google Vertex AI - Unified ML Platform Overview
https://lnkd.in/dTXMtvWm
Google Vertex AI - Data Capture Overview and Pre-Processing
https://lnkd.in/eNF7xYDS
Google Vertex AI : Building Model and Training Hands-on Lab
https://lnkd.in/dHN35uyD
Google Vertex AI : Endpoint and Testing the Model Endpoint
https://lnkd.in/dm-i-kwu
Do subscribe to my channel, https://lnkd.in/eQnQACE, for weekly content on exponential tech.
What is ChatGPT? What are the current limitations? Will it replace human jobs in the future?
I have shared my perspective in my latest youtube video — https://lnkd.in/dV4iQa4A
In my view, ChatGPT (and other AI chatbots to follow) would be used like any other tool to assist you with the required information, and you apply your thinking, expertise in the domain, and intelligence to get work done.
As large language models are released, the outputs need to be explainable, safe, and non-biased. Right now, the responses are also templatized. In one of the previous videos, I also talked about whether AI is changing your thinking ability - https://lnkd.in/eU4DA6hW
We have a long way to go to infuse domain and real intelligence into AI.
If you like the content, please subscribe to my youtube channel https://lnkd.in/dJaTc7qn for weekly updates.
What is ChatGPT? What are the current limitations? Will it replace human jobs in the future?
I have shared my perspective in my latest youtube video - https://lnkd.in/dV4iQa4A.
In my view, ChatGPT (and other AI chatbots to follow) would be used like any other tool to assist you with the required information, and you apply your thinking, expertise in the domain, and intelligence to get work done.
As large language models are released, the outputs need to be explainable, safe, and non-biased. Right now, the responses are also templatized. In one of the previous videos, I also talked about whether AI is changing your thinking ability - https://lnkd.in/eU4DA6hW
We have a long way to go to infuse domain and real intelligence into AI. Here is roadmap that ChatGPT needs to tackle for enterprise adoption - https://lnkd.in/dNCxYMuu
If you like the content, please subscribe to my youtube channel https://lnkd.in/dJaTc7qn for weekly updates.
3 out of 4 developers will lead with sustainability as their primary development principle. This is one of the Top 10
Predictions from Google Cloud Next 22.
If you are new to sustainability and want to get started, I highly recommend you take the free foundation course :
Green Software for Practitioners from Green Software Foundation
This course provides a framework to educate software practitioners on topics related to green software. Learners will explore green principles, understand and use shared language and standardized terms, and apply green software principles to the design and development of their software applications.
Link to the course - https://lnkd.in/d-FvJdbs
Reference to Google Cloud Top 10 prediction -
https://lnkd.in/d3PfUjms
If you are new to cloud computing and want to build foundational skills in cloud computing and Google Cloud, I have created a roadmap on a practical way to get started and be productive.
This infographic is targeted toward students and software partitioners who want to build a career in cloud computing. These 30 session has concepts that span 5-10 minutes and Labs which spans between 15-30 mins.
You can enroll for the following free courses at
Getting Started with Cloud Computing
https://lnkd.in/d2_pCaSr
Getting Started with Google Cloud – Fundamentals
https://lnkd.in/dp4qHN9B
Getting Started with Google Cloud – Advanced Course – Kubernetes, Serverless, API Gateway and Security
https://lnkd.in/d-9mUzT5
Google Cloud Production Lab – Architecture and End-2-End Deployment
https://lnkd.in/dZd__G7P
Worldwide end-user spending on public cloud services is forecast to grow 20.7% to a total $591.8 billion in 2023,
up from $490.3 billion in 2022. This is higher than the 18.8% growth forecast for 2022. (Source: Gartner)
Out of the above spend, what do you think would be the -
As per the Google Cloud report in Feb 2022, they analyzed the aggregate data from all customers across Google Cloud and
found over 600,000 gross kgCO2e in seemingly idle projects that could be cleaned up or reclaimed —
which would have a similar impact to planting almost 10,000 trees. This is data from one provider,
only for idle projects. I could not find any public data for cloud optimization, but it would be quite significant.
As migration, development and deploying applications on the cloud continue to increase, we need to embed sustainability
while designing and deploying cloud applications, to lower the carbon footprint of the software applications. This not only lowers your cost bills, but also makes your application energy efficent.
Checkout my previous blog - https://lnkd.in/dTCAdq5J
on one of the approaches to deliver sustainability goals on cloud and reduce your cost spends.
#cloud #learning #sustainability #finops Green Software Foundation
If you are new to cloud computing and want to build foundational skills in cloud computing and Google Cloud, I have created a roadmap on a practical way to get started and be productive.
This infographic is targeted toward students and software partitioners who want to build a career in cloud computing. These 30 session has concepts that span 5-10 minutes and Labs which spans between 15-30 mins.
You can enroll for the following free courses at
Getting Started with Cloud Computing
https://lnkd.in/d2_pCaSr
Getting Started with Google Cloud – Fundamentals
https://lnkd.in/dp4qHN9B
Getting Started with Google Cloud – Advanced Course – Kubernetes, Serverless, API Gateway and Security
https://lnkd.in/d-9mUzT5
Google Cloud Production Lab – Architecture and End-2-End Deployment
https://lnkd.in/dZd__G7P
#cloud #learning #linkedin #googlecloud Google Cloud
Begin your Google Cloud journey with this free Fundamental course.
Link - https://lnkd.in/dp4qHN9B
Enroll for this free course on how to migrate to AWS Cloud
Happy to share the launch of the paperback copy of my book - “Getting started with Cloud Computing and Google Cloud: A Definitive Handbook”.
The intent of this book is to provide practical guidance on how to get started with cloud computing and Google Cloud and be productive in the shortest possible timeframe.
This book is targeted toward #students and software partitioners who are looking to start their cloud journey.
The book is available worldwide from Amazon - https://amzn.to/3WUH1Ip
Following is the Table of Contents for the Book
Session 1 : What Is Cloud Computing
Benefits of Cloud Computing
Session 2 : Why Does Not All Business Run On Cloud
Session 3 : Types Of Cloud Computing
Session 4: What Is Virtualization
Session 5: What Are Containers
Session 6: Difference Between Container And Virtual Machine
Session 7: What Is A Cloud Platform
Session 8: Types Of Cloud Environments
Session 10: Typical Cloud Development Lifecycle
Session 11: Google Cloud Fundamentals: Data Center, Project And Access Controls
Session 12: Labs Overview And Guidelines
Session 13: Lab : Google Cloud Project, Roles And Access
Session 14: Google Cloud Fundamentals: Virtual Private Cloud And Firewalls
Session 15: Lab: Google VPC
Session 16: Network Address Translation And Google Cloud NAT
Session 17: What Is Virtual Machine And Google Compute Engine
Session 18: Types And Classes Of Google Cloud VM
Session 19: What Is VM Instance Group
Session 20: What Is A Low Carbon Region For VM
Session 21: Lab - Google Cloud VM
Session 22: What Are Managed Services
Session 23: Google Cloud Managed Databases
Session 24: Lab - Cloud SQL
Session 25: What Is Container Managed Service
Session 26: What Is Google Kubernetes Engine
Session 27: What Is Google Kubernetes Engine Autopilot
Session 28: What Is Serverless Technology
Session 29: Google Cloud Serverless Technology
Session 30: Lab - Cloud Run
Session 31: API Gateway And Google Cloud Endpoints
Session 32: Cloud Security And Google Cloud Armor
Session 33: Lab - Production Lab Architecture And Application Overview
Session 34: Lab - Production Lab End To End Deployment And Execution
What’s Next
The release of ChatGPT and the responses it provided brought back the Conversation AI to the forefront and made Conversation AI available to everyone through a simple web interface. We saw many creative ways to use ChatGPT and how it might impact the future and questions around whether it will replace the Google Search engine and Jobs.
Well, let’s address this question with the below analysis –
From early Watson systems to ChatGPT, a fundamental issue still remains with Conversational AI.
Lack of Domain Intelligence.
While ChatGPT definitely advances in the field of Conversational AI, I like to call out the following from my book- Real AI: Chatbots (published in 2019)
AI can learn but can’t think“.
Thinking would always be left to humans on how to use the output of an AI system. AI systems and their knowledge will always be boxed to what it has learned but can never be generalized (like humans) where domain expertise and intelligence are required.
Read my views on ChatGPT and the lack of domain intelligence and explainability by the Conversation AI agents on my blog -
https://lnkd.in/dWngD3dH
What is Cloud Native technology? Here is a short 30 seconds video explaining the concept.
Do subscribe to my channel - https://lnkd.in/eQnQACE and Newsletter https://lnkd.in/dSX8BNk6 for regular updates on #cloud #ai #exponentialtech
The release of ChatGPT and the responses it provided brought back the Conversation AI to the forefront and made Conversation AI available to everyone through a simple web interface. We saw many creative ways to use ChatGPT and how it might impact the future and questions around whether it will replace the Google Search engine and Jobs.
Well, let’s address this question with the below analysis –
From early Watson systems to ChatGPT, a fundamental issue still remains with Conversational AI.
Lack of Domain Intelligence.
While ChatGPT definitely advances in the field of Conversational AI, I like to call out the following from my book- Real AI: Chatbots (published in 2019)
AI can learn but can’t think“.
Thinking would always be left to humans on how to use the output of an AI system. AI systems and their knowledge will always be boxed to what it has learned but can never be generalized (like humans) where domain expertise and intelligence are required.
Read my details views on ChatGPT and the lack of domain intelligence and explainability by the Conversation AI agents on my blog -
https://lnkd.in/dWngD3dH
A short 30-second video explaining Cloud Native and the role of DevOps.
Be Multi-Cloud Ready - Download the first chapter of the Google Cloud Anthos: A Definitive Handbook and enroll for a free Anthos course - https://lnkd.in/d6wZ5-8m
One of the strategic decisions that enterprises need to make is how they can be cloud-agnostic and build and deploy multi-cloud applications in a seamless way across multi-clouds.
With #Anthos, you can have your workloads running in AWS, Azure, and Google Cloud and get a unified view and deployment experience across these cloud environments.
You can also buy the complete book at Amazon - https://amzn.to/3Qg3ZHu
What would be the Top Cloud Computing Trends to watch out for in 2023?
Checkout my recent blog https://lnkd.in/dgi2ShDe on my views on cloud computing trends -
What would be the Top Cloud Computing Trends to watch out for in 2023 ?
Checkout my recent blog on my views on cloud computing trends -