November 5, 2024

Day 01 – AWS Introduction, account creation

Video by Pantech eLearning via YouTube
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Attendance – https://awesome-author-5780.ck.page/6bd928d777

You can convert the Masterclass into 1 Month Internship – AMAZON WEB SERVICES(MLOps)

Fee: Rs.1999
Discount Fee: Rs.799
Reg. link – https://rzp.io/l/xSpkQds6

LAST DATE TO REGISTER FOR THE INTERNSHIP(BATCH I) – 31.03.2024
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Part – 1: Introduction to Amazon Web Services
Day 1 – AWS Introduction, account creation
Day 2 – AWS cloud essentials 1 – Virtual machines (EC2), ELB, EBS
Day 3 – AWS Cloud Essentials 2 – AWS Lambda, docker container, EKS
Day 4 – aws cloud essentials 3 – RDS, DynamoDB, S3
Part – 2: Machine learning
Day 5 – Introduction to machine learning, ML with AWS Sagemaker
Day 6 – Data collection, Pandas for machine learning
Day 7 – Numpy for machine learning
Day 8 – Matplotlib, Seaborn for machine learning
Day 9 – AWS data wrangler
Day 10 – Feature Scaling, encoding, handling null values
Day 11 – Outlier detection & handling, feature selection, train test split
Day 12 – Data preprocessing with SageMaker’s Scikit-Learn Container
Day 13 – Machine learning Modeling, model evaluation
Day 14 – aws Sagemaker built-in Algorithms for ML
Day 15 – Machine learning project – classification – Vehicle insurance claim fraud detection
Day 16 – Machine learning project – Regression – Abalone age prediction
Day 17 – Clustering project, AWS Sagemaker canvas
Part – 3 : Deployment
Day 18 – Deploying model with AWS SageMaker
Day 19 – CI/CD with SageMaker pipeline
Day 20 – Census income prediction project with deployment

Further Queries:
Contact – +91 8925533484
Mail – training@pantechelearning

Hemapriya.K | Course Co Ordinator
Pantech E Learning

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