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Python with AI – I
Session 6
Logistics
• Please paste your repl link for this session in the google sheet
• Be prepared to share your screen
Pandas dataframe to dictionary conversion
• Upload the mood dataset file to your repl program. Link
Pandas dataframe to dictionary conversion
• Import a csv file and execute the code below
Pandas dataframe to dictionary conversion
• What is the datatype of records_array variable?
Pandas dataframe to dictionary conversion
• What is the datatype of each entry of the records_array
variable?
Exercise
• Retrieve the 10th row of the dataset mood_project_3.csv in the
dictionary format.
Requests module in python
• This module helps you to send HTTP requests in python
• What are HTTP requests?
Requests module in python
• This module helps you to send HTTP requests in python
• How to use HTTP requests to interact with an AI?
Requests module in python
• This module helps you to send HTTP requests in python
• How to use HTTP requests to interact with an AI?
url: The http url to send request to
data: String containing the payload (features in case of AI)
Requests module in python
• This module helps you to send HTTP requests in python
• How to use HTTP requests to interact with an AI?
Example:
data: {“Sentence”: “I am sad”}
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
• Click on the integration tab in the monitor tab
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
• Click on the integration tab in the monitor tab
• Select python from the drop down for connectors
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
• Click on the integration tab in the monitor tab
• Select python from the drop down for connectors
• Copy paste the code into your repl account
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
• Click on the integration tab in the monitor tab
• Select python from the drop down for connectors
• Copy paste the code into your repl account
Lets connect your AI with python
• Copy paste the code into your repl account
• Note that the code is a function, you have to call this function to get
the prediction
json.dumps() converts
dictionary to striing
Convert the output you
receive into readable format
Lets connect your AI with python
• Login to your Navigator accounts and select the mood AI
• Click on the integration tab in the monitor tab
• Select python from the drop down for connectors
• Copy paste the code into your repl account
• Upload the mood dataset into repl
Exercise
• Convert the mood dataset rows into dictionaries
• Trigger the AI service
• Calculate accuracy across all samples of the dataset
• Calculate the confusion matrix
Think about your projects
• Build a python application powered by AI
• Examples
• Chatbot
• Games
• Tanks and bots
• Black jack
http://aiclub.world

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Pa1 session 6

  • 1. Python with AI – I Session 6
  • 2. Logistics • Please paste your repl link for this session in the google sheet • Be prepared to share your screen
  • 3. Pandas dataframe to dictionary conversion • Upload the mood dataset file to your repl program. Link
  • 4. Pandas dataframe to dictionary conversion • Import a csv file and execute the code below
  • 5. Pandas dataframe to dictionary conversion • What is the datatype of records_array variable?
  • 6. Pandas dataframe to dictionary conversion • What is the datatype of each entry of the records_array variable?
  • 7. Exercise • Retrieve the 10th row of the dataset mood_project_3.csv in the dictionary format.
  • 8. Requests module in python • This module helps you to send HTTP requests in python • What are HTTP requests?
  • 9. Requests module in python • This module helps you to send HTTP requests in python • How to use HTTP requests to interact with an AI?
  • 10. Requests module in python • This module helps you to send HTTP requests in python • How to use HTTP requests to interact with an AI? url: The http url to send request to data: String containing the payload (features in case of AI)
  • 11. Requests module in python • This module helps you to send HTTP requests in python • How to use HTTP requests to interact with an AI? Example: data: {“Sentence”: “I am sad”}
  • 12. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI
  • 13. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI • Click on the integration tab in the monitor tab
  • 14. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI • Click on the integration tab in the monitor tab • Select python from the drop down for connectors
  • 15. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI • Click on the integration tab in the monitor tab • Select python from the drop down for connectors • Copy paste the code into your repl account
  • 16. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI • Click on the integration tab in the monitor tab • Select python from the drop down for connectors • Copy paste the code into your repl account
  • 17. Lets connect your AI with python • Copy paste the code into your repl account • Note that the code is a function, you have to call this function to get the prediction json.dumps() converts dictionary to striing Convert the output you receive into readable format
  • 18. Lets connect your AI with python • Login to your Navigator accounts and select the mood AI • Click on the integration tab in the monitor tab • Select python from the drop down for connectors • Copy paste the code into your repl account • Upload the mood dataset into repl
  • 19. Exercise • Convert the mood dataset rows into dictionaries • Trigger the AI service • Calculate accuracy across all samples of the dataset • Calculate the confusion matrix
  • 20. Think about your projects • Build a python application powered by AI • Examples • Chatbot • Games • Tanks and bots • Black jack