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AWS Sagemaker Hands on Training

person icon Akshay Deep Lamba

4.5

AWS Sagemaker Hands on Training

Master AWS Sagemaker by Building Real World Projects

updated on icon Updated on Jun, 2025

language icon Language - English

person icon Akshay Deep Lamba

English [CC]

category icon IT and Software ,IT Certifications,Amazon AWS

Lectures -119

Resources -1

Duration -6.5 hours

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Course Description

Master AWS Sagemaker by Building Real-world Projects

A well-groomed knowledge of the complete AWS Machine Learning ecosystem is required and SageMaker is one of the Most Important components of it.

This course includes real World Projects which enables you to learn and Solidify your concept on Sagemaker. 

In this course you will learn:

  • General Overview of SageMaker

  • Breast Cancer Classification Using XgBoost

  • Predicting House Price using Linear Regression

  • Using KNN for MNIST SIGN Language

  • Object Detection

  • Dimension Reductionality using PCA

  • Recommender System using Factorization Machine

  • DeepAR for Time Series Forecasting

  • Blazing Text for Word2Vec

  • Hosting Custom Model on Credit Card Fraud Detection on Sagemaker

  • Other Built-in Algorithms

  • Hyper Parameter Tuning

  • AWS Lambda Basics

  • Integration and Deployment Options 

 We know that you're here because you value your time and Money. By taking this course, you can be assured that the course will explain everything in detail and if there are any doubts in the course, we will answer your doubts in less than 12 hours.

All the project Files are available for you.
So, What are you waiting for? Go Click on the Buy button and let's explore this exciting journey.

Goals

  • Learn about Different Built-in Algorithm like XgBoost, Deep AR, Linear Learner, and Factorization Machines on SageMaker
  • Learn To Deploy custom Machine learning algorithms on SageMaker
  • Learn to implement Real-world Machine Learning Problems on SageMaker
  • Learn to do Hyper Parameter Tuning on SageMaker
  • Learn to Deploy Sagemaker Models using Lambda and API Gateway

Prerequisites

  • Basic Machine Learning
  • AWS Account
AWS Sagemaker Hands on Training

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction

2 Lectures
  • play icon Introduction 02:40 02:40
  • play icon Course Files

General Overview of SageMaker

6 Lectures
Tutorialspoint

Prerequisite of Sagemaker

3 Lectures
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Basic of Implementing ML Model on Sagemaker

3 Lectures
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CLASSIFICATION PROJECT : Breast Cancer Classification

13 Lectures
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Predicting House Price using Linear Regression

9 Lectures
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Using KNN in Sagemaker

6 Lectures
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Object Detection

6 Lectures
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Dimension Reductionality using PCA

7 Lectures
Tutorialspoint

Blazing Text for Word2Vec

7 Lectures
Tutorialspoint

Recommender System using Factorization Machine

5 Lectures
Tutorialspoint

DeepAR for TimeSeries Forecasting

1 Lectures
Tutorialspoint

Custom Model on Sagemaker - Fraud Detection

9 Lectures
Tutorialspoint

Other Built-in Algorithms

8 Lectures
Tutorialspoint

Hyper Parameter Tuning

4 Lectures
Tutorialspoint

AWS Lambda Basics

4 Lectures
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Integration and Deployment Options with DIABETES PREDICTION

13 Lectures
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Other ML Services

11 Lectures
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Conclusion

1 Lectures
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Instructor Details

Akshay Deep Lamba

Akshay Deep Lamba

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