Learn how to Detect Fake News from news articles Using Machine Learning, Natural Language Processing in Python

AI fake news detector helps detect fake news through binary classification techniques and helps build better experiences by controlling the flow of disinformation in politics, businesses, climate change, and more. It’s built on top of various powerful machine learning libraries. The tool works by training a neural network to spot fake articles based on their text content.

Learning Objectives

After completing this course you will:

  • Have a good working knowledge of the Fundamentals of Natural Language Processing.
  • Learn various concepts involved in building the virtual agent such as data analysis, text mining, calculating sentence embeddings and computing sentence similarity.
  • Have a fully functional fake news detector prototype that you can customize, showcase, share, using the existing source code.
  • Be able to fine tune the model to enhance its performance.

Complete this course in 3 easy steps to earn your certificate!

STEP 1 : Watch the below self-guided tutorial.
STEP 2 : Practice as you watch the video by installing and working with the kandi 1-click solution kit.
STEP 3 : Complete the assessment to receive your certificate.


STEP 1 : TUTORIAL

Watch this self-guided tutorial on how you can use training data, NLP pipeline, TF-IDF vectorizer, and text classifier to build your own AI fake new detector.


STEP 2 : PRACTICAL EXERCISE

Click the below button to access the fake news detector kandi kit. This kit has all the required dependencies and resources you need to build your application.

kandi 1click kits include Python, Jupyter notebook and helps you learn to apply the concepts of machine learning, natural language processing (NLP) to build your own Fake New Detector, learn to use a vectorizer technique to transform text into a meaningful representation of numbers and use supervised learning algorithms like Naive Bayes, Logistic RegresssionCV to build a model to detect fake news.

Click on the 1-Click Installer button on the kandi kit page to install the fake news detector kit. On installing and running this kit, you will have a working model that you can customize and use in your project.

kandi 1click kit button

After completing this step, proceed to STEP 3.


STEP 3 : ASSESSMENT

Complete a short assessment and earn your certificate now. Congrats
TakeAssessment

Your assessment will be reviewed and you will receive a verified certificate via email within a week.


SUPPORT

Reach out to us by replying below for any help you may need with this course.

We hope you enjoyed using kandi! Continue your learning journey with kandi Congrats

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