Detecting Pneumonia from Chest X-rays

Projects In this Project Course you will learn how to solve Image Classification Tasks using Deep Neural Networks such as ResNet which is a High Level CNN Architectures.
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What will you learn?

  • You will learn how to Work on Collaboratory Notebooks.
  • You will learn to use Dropbox for using Large Datasets.
  • You will learn to Import Image Datasets into Colab.
  • You will learn about glob library for importing Image Datasets.
  • You will learn how to install required Libraries.
  • You will learn to explore Images from different sets of Image Data.
  • You will learn about Deep Neural Networks.
  • You will learn about ResNet Architecture.
  • You will learn about Model Checkpoints.
  • You will learn to train a Deep Learning Model.
  • You will learn to Save a Trained Model.
  • You will learn to check Model’s Accuracy.
  • You will analyze the key Findings and Insights to implicate Business Impact.

Who is this Course for?

Detecting Pneumonia from Chest X-rays

Course Requirements

  • Python Installed in your System.
  • Jupyter Notebook Installed in your Systems.
  • Tensorflow 2.0 Installed in your System.
  • You should have completed the “Python Fundamentals” Course.
  • You should have completed the “Python for Data Science” Course.
  • You should have completed the “Machine Learning” Course.
  • You should have a Basic Understanding of Tensorflow.
  • Familiarity of working with Image Datasets.
  • Familiarity with Basics of Image Processing.

 

1

Sections

14

Lessons

1

Hours

Course Curriculum

Section 1
Detecting Pneumonia from Chest X-rays
Detecting Pneumonia from Chest X-rays

Every Course Comes with…

HD VIDEOS

Every Projects comes with 2-3 hours of video lessons giving you step-by-step solution with explanation of the entire project

CODE & WORKBOOKS

You will get the entire project workbooks, datasets, and other resources with it

PROJECT PORTFOLIO

Build your Project Portfolio by adding these projects to your Online Profiles like GitHub, LinkedIn, Kaggle etc

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They helped me chose the right path, the right projects and gave me the right guidance.
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