Notebook

Books - Projects

“Reading is essential for those who seek to rise above the ordinary.” — Jim Rohn

Book recomendations

Reading books is one of the most important things which I should do this year to enhance my learning. I should say this, if you are a book lover then books are one of the best sources to enhance your learning. I can choose to read freely-available e-books or purchase the hardcopy, anything can work. There are a lot of books one can purchase and start reading but some good books which I would suggest reading are:

  • Python for Data Analysis - Wes McKinney
  • An Introduction to Statistical Learning - Gareth James
  • Superintelligence - Nick Bostrom
  • Make your own Neuronal Network - Tariq Rashid
  • Artificial Intelligence for dummies - Jhon Paul Mueller
  • SuperIntelligence - Nick Bostrom
  • Click in BOOKS for more suggestions.

Artificial Intelligence Projects Ideas for Beginners

AI Projects - Robots
Machine Learning
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AI Projects - Automation
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  • Resume Parser
  • You can build a resume parser with the help of artificial intelligence and machine learning techniques that can skim through a candidate’s application and identify skilled candidates, filtering out people who fill their resume with unnecessary keywords.

  • Fake News Detector
  • You can use a pre-trained machine learning model called BERT to perform this classification. BERT is a Natural Language Processing (NLP) model that has been made open-source. You can load BERT into Python and just add one additional output layer for your text classification task.

  • Translator App
  • You can build your own AI translator app with a transformer. To do this, you can load a pre-trained transformer model into Python. Then, transform the text you want to translate into tokens and feed it into the pre-trained model.

  • Instagram Spam Detection
  • You can build a spam detection model using AI techniques to identify the difference between spam and legitimate comments.

I reccomend this page for more project ideas: AI Projects for begginers