Machine Learning with AWS

سرفصل های دوره

1. Introduction

1. Introduction

2. Difference between AI and Machine Learning.html

2. Quick Summary of all AWS Machine Learning services

1. AI services [No machine learning skill].html

3. Quick Recap

1.1 Quick Recap- Numpy.pdf

1. Quick Recap - NUMPY.html

2.1 Quick Recap- Pandas.pdf

2. Quick Recap - Pandas.html

4. NLP Project

1. Build frontend for ML Application

2. Build Backend for ML Application

3. Add NLP task (translation)

4. Demo Translation ML app

5. Creating Sentiment Analysis ML app

6. Demo Sentiment Analysis ML app

7. POS tagging ML App

8. Detect entity

5. Amazon Comprehend

1. Amazon Comprehend

2. PracticalAmazon Comprehend

3. (PythonBoto3)Comprehend 1

4. (PythonBoto3)Comprehend 2

5. (PythonBoto3)Comprehend 3

6. Amazon Lex and Amazon Polly

1. Amazon Lex

2. Amazon Lex 2

3. Amazon Polly

4. PracticalChatbot using Amazon Lex

5. PracticalAmazon Polly

6. (PythonBoto3)Polly

7. Amazon Rekognition

1. Amazon Rekognition

2. Object and scene detection(Overview)

3. Object and scene detection(Practical)

4. (PythonBoto3)Detect Label

5. Facial analysis(Overview)

6. Facial analysis(Practical)

7. (PythonBoto3)Detect Face

8. Celebrity recognition(Overview)

9. Celebrity recognition(Practical)

10. (PythonBoto3)Celebrity Recognition

11. Face comparison(Overview)

12. Face comparison(Practical)

13. (PythonBoto3)Face Comparison

14. Text in image(Overview)

15. Text in image(Practical)

16. (PythonBoto3)Detect Text in Image

17. Visual Analysis

8. Amazon Transcribe and Translate

1. Amazon Transcribe

2. Amazon Translate

3. PracticalAmazon Transcribe

4. (PythonBoto3)Transcribe

5. PracticalAmazon Translate

6. (PythonBoto3)Translate

9. Amazon SageMaker and AWS DeepLens

1. Amazon SageMaker

2. AWS DeepLens

10. Machine Learning(Using Amazon ML to Predict Responses to a Marketing Offer

1. Amazon Machine Learning(Overview)

2. ML 1 -Prepare Your Data

3. ML 2-Create a Training Datasource

4. ML 3-Create an ML Model

5. ML 4-Use the ML Model to Generate Predictions

6. ML 5-Clean Up

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تولید کننده: Udemy-Training