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A Python Series of tutorials aimed at learning Artificial Intelligence concepts. This series of tutorials start from the basics of Python and builds on top of it. We will cover three full-fledged case studies to practice AI Implementation of Python with real data and solve real-world problems.

License: MIT License

Jupyter Notebook 99.14% Python 0.86%
ai python nlp machine-learning algorithms data-science artificial-intelligence speech-recognition python-ai

ai-with-python-series's Introduction

ai-with-python-series

<< In-Progress >>

A Python Series of tutorials aimed at learning Artificial Intelligence concepts. This series of tutorials starts from the basics of Python and builds on top of it. We will cover three full-fledged case studies to practice AI Implementation of Python with real data and solve real-world problems.

Note: The series of tutorials in every individual chapter of this course are supposed to be followed with subsequent Articles that will be linked to the every folder once the project is complete.

Chapter 1: Introduction to Python Programming

  1. We talk about python, data types, inheritence and basics. Link to Tutorial Article:

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ai-with-python-series's Issues

Lesson 07: NameError: name 'processing_data' is not defined

Hello,

I tried to run this notebook in Google Colaboratory and received this error. Any ideas? Thank you.

===============

We will now convert the analysed information into a dataframe.

This will help us import the data as a .CSV file to perform analysis over it later

vid_df = input_video.to_pandas(processing_data)
vid_df = input_video.get_first_face(vid_df)
vid_df = input_video.get_emotions(vid_df)

Plotting the emotions against time in the video

pltfig = vid_df.plot(figsize=(20, 8), fontsize=16).get_figure()

=================

NameError Traceback (most recent call last)
in ()
1 # We will now convert the analysed information into a dataframe.
2 # This will help us import the data as a .CSV file to perform analysis over it later
----> 3 vid_df = input_video.to_pandas(processing_data)
4 vid_df = input_video.get_first_face(vid_df)
5 vid_df = input_video.get_emotions(vid_df)

NameError: name 'processing_data' is not defined

Complaining about TensorFlow, when running 07. Emotion Recognition using Live Video

Hi @rjrahul24 ,

I am trying to run cells for example 07 and seems it complain about TensorFlow.
I have added a new cell to install
pip install tensorflow

But seems asking for more to do, see error below

2023-06-10 11:43:21.536015: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.

I want to avoid any manual steps to build and also new to this package.

I am curious if you already know what to do to solve this error?

Thanks,
Mahendra

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