5.0
Reviewed Aug 31, 2020Each thing explains in a very simple way. As mention beginner to intermediate level.
Did not explain to me that much. There was codes but without the basic knowledge of programming it is very difficult.
Fake News Detection with Machine Learning
In this hands-on project, we will train a Bidirectional Neural Network and LSTM based deep learning model to detect fake news from a given news corpus. This project could be practically used by any media company to automatically predict whether the circulating news is fake or not. The process could be done automatically without having humans manually review thousands of news related articles. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Status: Artificial Neural Networks
Status: Python Programming
BeginnerGuided Project2 hours
Featured reviews
4.0
Reviewed Apr 23, 2022This project has boosted my confidence to attempt other NLP related tasks. Well taught! Thank you.
5.0
Reviewed Nov 2, 2020This guided project is good for practicing the theory involved in NLP and RNNs.
5.0
Reviewed Sep 17, 2020Great project, very approachable. Touches on all the essentials!
4.0
Reviewed Oct 25, 2020Bit more explanation inside codes was required. Overall great experience.
5.0
Reviewed Aug 14, 2020Great practice for important concepts in data science.
5.0
Reviewed Oct 23, 2020Instructor Ryan has taken a lot of efforts to explain the topics, Advanced concepts like RNNs and LSTMs are clearly explained. Loved it.
5.0
Reviewed Oct 26, 2020Excellent introduction for AI/ML tools in the detection and analysis of fake news.
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Asif-Uz-Zaman
2.0
Reviewed Aug 3, 2020Rayna
3.0
Reviewed Nov 9, 2020instructions are good. but could not download dataset and code. would've been better if that was easily available.
Antonio
5.0
Reviewed Apr 21, 2022This project has a succint but very good theoretic explanation, combined with a very thorough practical application, from getting the data, cleaning, performing EDA and building the models. The data set per se is also really interesting and relevant.
Joe
5.0
Reviewed Apr 10, 2021Great course! Very concise and provides everything needed to complete an LSTM model for fake news detection. Instructor does a great job of explaining concepts and guiding users through all the necessary coding. Some coding skills required but not much. Compute time for model training is very long if using external Jupyter Notebook to follow along.
Cathreen
5.0
Reviewed Oct 9, 2020Great course, not that long but probably you will learn something extraordinary. As a Journalism graduate it is quite unique to stumble into this course since Fake news nowadays are the new thread you need to be skeptical when it comes to fact checking.
Sanket
5.0
Reviewed Oct 24, 2020Instructor Ryan has taken a lot of efforts to explain the topics, Advanced concepts like RNNs and LSTMs are clearly explained. Loved it.
Manish
5.0
Reviewed Sep 17, 2020Very well explained.
Isabelle
4.0
Reviewed Sep 27, 2020This is a follow along project. The instructor goes through the code, which is explained well. He doesn't go over the math so much. This project is enough to go and read into it further yourself and practice on your own projects.
Joey
5.0
Reviewed Jun 9, 2022Very good and thorough walkthrough of the notebook. Also appreciate the lecture portion on task 8 and 9 as a bridge to using LSTM after for the modeling. However, I would not categorize this guided project as "Beginner" since it partially assumes knowledge in previous ML courses. But overall, a worth investment to those who plan to learn more about NLP techniques.
sidnei
5.0
Reviewed Oct 31, 2023This project is very comprehensive and easy to follow. It expertly blends theoretical foundations with hands-on practicality, enabling both beginners and experienced learners to grasp the intricacies of fake news detection using machine learning.
Nandan
5.0
Reviewed Apr 12, 2021Its an Awesome Guided Project if you really want to understand about basic machine learning project and also about Fake News Detection working. Also How RNN and LSTM differ is somewhat explained in this project.
Pikachu
5.0
Reviewed Oct 4, 2020Thank you so much sir for creating the course. really enjoyed your insights and the explanations were very crisp and clear. Looking forward to get enrolled in one of the other courses or projects offered by you.
Ganesh
5.0
Reviewed Sep 1, 2020Each thing explains in a very simple way. As mention beginner to intermediate level.
Keith
5.0
Reviewed Oct 27, 2020Excellent introduction for AI/ML tools in the detection and analysis of fake news.
Harsh
5.0
Reviewed Nov 3, 2020This guided project is good for practicing the theory involved in NLP and RNNs.
Zakhar
5.0
Reviewed May 4, 2021Very useful project, the instructor is very clear in presenting information
Bruce
5.0
Reviewed Sep 18, 2020Great project, very approachable. Touches on all the essentials!
Mani
5.0
Reviewed Aug 14, 2020Great practice for important concepts in data science.
Sidharta
5.0
Reviewed Sep 30, 2020Amazing Course ! Expand my knowledge about NLP
Fausto
5.0
Reviewed Jul 2, 2021Really fun project with amazing instructor.