Code With Me : Building a Spam Filter !

Ever wonder how a spam filter works? Let's code one together!

[tamojitmaiti]

Have been consistently watching your videos for a while now. It's amazing how clear, concise and succinctly you manage to explain everything.

Just a suggestion, it'd be massively helpful if you could link/mention relevant books pertaining to topics in the video description. In the age of SEO laden blog posts, filtering out noise amidst Google searches is a pain.

[drsandeepvm]

Thanks for your exceptionally simple explanation 👍

[kdhlkjhdlk]

In my experience, using word embedding (fasttext is good for the character ngrams) + gradient boosting is far better than naive bayes.

[YohaneesHutagalung]

Could you make a video about stock predictions with RNN Lstm

[ccuuttww]

LOL I think either your dataset or something went wrong in most situation Naive Bayes always has around 93% accuracy
even u do the following technique lemmize steeming remove stopword N-Grams
but anyway this video give us a concept of how it works with python

[jessicatriplev]

I think you've made a mistake in: test_spam_df = The testing set should have been 30% not 70% of the data. That's perhaps why the validation result was so good.

[GeyzsonKristoffer]

Bypass the model by repeating words that are biased towards the non-spam, multiple times.