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Typos #1

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arslanbisharat Jan 18, 2021
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24 changes: 13 additions & 11 deletions README.md
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Expand Up @@ -44,7 +44,7 @@ Inam ul Haq, Imran, Anees, [Zeeshan Hanif](https://github.com/zeeshanhanif), Fah

[Python Tutorial For Beginners | Python Full Course From Scratch | Python Programming | Edureka](https://www.youtube.com/watch?v=vaysJAMDaZw)

### Learn Python
### Learn Rust

[The Official Rust Book](https://doc.rust-lang.org/book/)

Expand All @@ -60,7 +60,9 @@ Inam ul Haq, Imran, Anees, [Zeeshan Hanif](https://github.com/zeeshanhanif), Fah

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
## Learning

### 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

Expand All @@ -72,15 +74,15 @@ Learning Material:

[Learning Serverless with CDK Repo](https://github.com/panacloud-modern-global-apps/full-stack-serverless-cdk)

## Part 2: Serverless Machine Learning with AWS CDK
### Part 2: Serverless Machine Learning with AWS CDK

[AI as a Service: Serverless machine learning with AWS](https://www.manning.com/books/ai-as-a-service)

We will be using the AI as a Service Textbook and inhancing all the examples and code using CDK.
We will be using the AI as a Service Textbook and enhancing all the examples and code using CDK.

## Part 3: Building Multi-Tenant SaaS APIs using Panacloud Serverless SaaS Tech
### Part 3: Building Multi-Tenant SaaS APIs using Panacloud Serverless SaaS Tech

## Part 4: AIoT and Edge Computing
### Part 4: AIoT and Edge Computing

[Getting started with AWS IoT Greengrass](https://docs.aws.amazon.com/greengrass/latest/developerguide/gg-gs.html)

Expand All @@ -90,17 +92,17 @@ We will be using the AI as a Service Textbook and inhancing all the examples and

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.
It is highly recommended that you have a Raspberry Pi 4 Model B, or Raspberry Pi 3 Model B/B+, with an 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
### Part 5: Building, Training, and Deploying Machine Learning Models on Cloud and Edge with Amazon SageMaker

[Learn Amazon SageMaker: A guide to building, training, and deploying machine learning models for developers and data scientists](https://www.amazon.com/Learn-Amazon-SageMaker-developers-scientists/dp/180020891X)

We will be using the Learn Amazon SageMaker Textbook and inhancing all the examples and code using CDK.
We will be using the Learn Amazon SageMaker Textbook and enhancing all the examples and code using CDK.

## Part 6: Voice Computing
### 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)
[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)

## Part 7: Embedded Real-Time Computing

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