Bootcamp 2021: Learn to Build AI and AIoT Serverless Multi-Tenant SaaS APIs in Baby Steps and Build Your SaaS Startup
Covid-19 propelled businesses into the future, ready or not. “Covid has acted like a time machine: it brought 2030 to 2020,” said Loren Padelford, vice president at Shopify Inc. “All those trends, where organizations thought they had more time, got rapidly accelerated.” We at Panacloud are trying to respond to these challenges and trying to lead from the front.
Panacloud Bootcamp 2021 will fuse AI, IoT, and AWS Serverless Cloud Technologies. The Bootcamp will use Python and Rust as its development languages, TensorFlow as ML framework, AWS as its Serverless Cloud platform, AWS CDK for Infrastructure as Code.
Introduction to English and Urdu Sections
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English Section:
Every Tuesday at 10:00 PM – 11:15 PM Pakistan Standard Time
Every Saturday at 10:00 PM – 11:15 PM Pakistan Standard Time
English broadcast live on Facebook
Urdu Section:
Every Wednesday 10:00 pm to 11:15 pm Pakistan Standard Time
Every Sunday 10:00 pm to 11:15 pm Pakistan Standard Time
Urdu broadcast live on Facebook
Teaching Team:
Inam ul Haq, Imran, Anees, Zeeshan Hanif, Faheem, Mateen, Daniyal Nogori, and Zia Khan.
Prerequisites: Python and Rust
Learn Python
Python Full Course - Learn Python in 12 Hours | Python Tutorial For Beginners
Python Tutorial - Python for Beginners 2020
Python Tutorial For Beginners | Python Full Course From Scratch | Python Programming | Edureka
Learn Python
Learn Rust - Tutorials, Courses, and Books
Must Have: Create Free AWS Account
Note: For AWS Free Tier you will need a credit or debit card. The easiest way for Pakistani students is to open a bank account in Meezan Bank. Open a Meezan Aasan Account if you have no earning proof. Meezan Bank will charge Rs. 1100 for ATM Debit Card and there is a requirement of Rs. 100 minimum deposit. The card will be delivered in a few weeks. Our students have reported that this Debit card works with AWS.
Part 1: Serverless using CDK
We will be writing Infrastructure as Code (IaC) CDK AWS Serverless constructs in Python and Lambda Functions etc. in both Python and Rust
Learning Material:
Working with the AWS CDK in Python
Learning Serverless with CDK Repo
Part 2: Serverless Machine Learning with AWS CDK
AI as a Service: Serverless machine learning with AWS
We will be using the AI as a Service Textbook and inhancing all the examples and code using CDK.
Part 3: Building Multi-Tenant SaaS APIs using Panacloud Serverless SaaS Tech
Part 4: AIoT and Edge Computing
Getting started with AWS IoT Greengrass
Getting started with AWS IoT Core
We will be using the Greengrass Tutorial and inhancing all the examples and code using CDK.
It is highly recommended that you have a Raspberry Pi 4 Model B, or Raspberry Pi 3 Model B/B+, with a 8 GB microSD card, or will have to use an Amazon EC2 instance as a virtual edge device.
Part 5: Building, Training, and Deploying Machine Learning Models on Cloud and Edge with Amazon SageMaker
We will be using the Learn Amazon SageMaker Textbook and inhancing all the examples and code using CDK.
Part 6: Voice Computing
{Add Voice To Your Serverless Apps with Alexa Through AWS CDK](https://dev.to/cdkpatterns/add-voice-to-your-serverless-apps-with-alexa-through-aws-cdk-45n0)