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22 results for “ML”
RoadMap for AI/ML Engineer - FASTEST WAY
…ow to learn generative AI easily. Overview - FASTEST WAY TO BECOME AI/ML Engineer - This RoadMap suggest fastest way to become a AI/ML Engineer in sequential manner. - Free Resources…
What is Hyperparameter in AI/ML?
…uped into a collection called a dataset. What is Hyperparameter in AI/ML? - External configuration settings that are not learned from the data but are set prior to the training proce…
AI PROJECT-3.0 Gen AI Project - Text Generator
…w to a simple text generator with Amazon Bedrock, LangChain, and Streamlit. Overview 1. Go to Visual Studio Code. 2. Install streamlit using pip. - You can use the copy button in the…
AI PROJECT-1.1 Create a Jupyter Notebook
…k instance to start scripting for training, conduct machine learning (ML) experiments for training & inference and deploying AI/ML model. How to Create Jupyter notebook 1. Search for…
AI PROJECT-1.6 How to Train the Model?
…timators to train our model while orchestrating the machine learning (ML) lifecycle accessing the SageMaker features for training and the AWS infrastructures, such as Amazon Elastic …
AI PROJECT-1.7 How to Deploy the Model?
… predictor=xgb model.deploy( initial instance count=1, instance type='ml.t2.medium', serializer=CSVSerializer() ) where - xgb model.deploy: Method used to deploy trained What is XGBo…
AI PROJECT-2.0 AWS SageMaker Tutorial
…dentials to authenticate and authorize requests. s3.download file(f"aimldemobootcamp", "DataSet/churn.txt", "churn.txt") where - download file() = downloads a file named churn.txt fr…
AI-900 Azure Exam Vouchers 2024
…ln-GC-Traincert-Associate-Certification-Challenge-Registration-2024.html) - OFFICIAL LINK (https://mktoevents.com/Microsoft+Event/446176/157-GQE-382) - OFFICIAL LINK (https://mktoeve…
AWS Certified Generative AI Developer - Professional (AIP-C01)
…fers a single HTTP interface with minimal operational overhead and seamless integration with Lambda and Bedrock. - Expose Amazon Bedrock endpoints directly to clients using IAM authe…
AWS CloudUp for Her - Solutions Architect Associate
…- REGISTRATION LINK (https://pages.awscloud.com/cloudup-for-her-saa.html) - Email instructions will be sent out 2 weeks prior to the kick-off event - If still have any issue, please …
AWS CloudUp for Her - Solutions Architect Associate
…- REGISTRATION LINK (https://pages.awscloud.com/cloudup-for-her-saa.html) - Email instructions will be sent out 2 weeks prior to the kick-off event - If still have any issue, please …
AWS DEVELOPER ASSOCIATE CHEATSHEET
…pec AppSpec file for an Amazon ECS or AWS Lambda deployment appspec.YAML AppSpec file for an EC2/On-Premises deployment appspec.yml Use IAM Roles to generate temporary credentials fo…
Free AWS Associate Vouchers 2024
…Conditions Here (https://pages.awscloud.com/cloudup-for-her-saa tnc.html) To earn the AWS Associate Certifications, participants must take and pass the above listed AWS Associate exa…
Free AWS Associate Vouchers 2024
…Conditions Here (https://pages.awscloud.com/cloudup-for-her-saa tnc.html) To earn the AWS Associate Certifications, participants must take and pass the above listed AWS Associate exa…
How to Prepare for AWS Cloud Practitioner?
…ry (https://docs.aws.amazon.com/glossary/latest/reference/glos-chap.html). - Read about Shared Responsibility Model (https://aws.amazon.com/compliance/shared-responsibility-model/?tr…
Introduction to Amazon SageMaker
…ithout having to build and manage your own servers) machine learning (ML) service. - Handle full MDLC workflow (build, train, and deploy ML models into a production-ready hosted envi…
K8s Architecture
…pec AppSpec file for an Amazon ECS or AWS Lambda deployment appspec.YAML AppSpec file for an EC2/On-Premises deployment appspec.yml Use IAM Roles to generate temporary credentials fo…
What is difference between Amazon Cognito user pools and identity pools?
… Login with Amazon, and Sign in with Apple, as well as sign-in with SAML identity providers like Social sign-in with Facebook, Google, Login with Amazon, and Sign in with Apple, as w…
What is ElastiCache?
…Redis Memcached is a simple key / value store preferred for caching HTML fragments and is arguably faster than Redis Redis has richer data types and operations. Great for leaderboard…
What is Feature Engineering?
…hen grouped into a collection called a dataset. What is Feature in AI/ML? Individual measurable characteristic or property of an object that is being observed. Like age, marital stau…
What is Label?
…- Basically, we are providing examples to model. - So, when we ask AI/ML model to predict whether a person is earning more than 50K per month or not, it will check person's age and m…
What is Notebook Instance?
…s interactive computation power, Used widely with Data Science and AI/ML Projects. ( components-of-Jupyter-notebook-and-their-uses) Components of Jupyter Notebook & Their Uses: Jupyt…