Aurélien Geron

icon indicating a website link https://twitter.com/aureliengeron

icon location Auckland icon location Author of the book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. Former PM of YouTube video classification and founder & CTO of Wifirst.

Results 284 comments of Aurélien Geron

Chapter 2 full_pipeline.fit error

Hi @ML-magazine , thanks for your question. The link to the full code does not work. Could you please paste the full URL here? Also, could you please make sure...

Chapter-2 error while getting the Housing datasets,

Hi @Abhishek689 , There's a slash `/` missing at the end of the `DOWNLOAD_ROOT` string: ```python DOWNLOAD_ROOT = "https://raw.githubusercontent.com/ageron/handson-ml/master/" ```

Chapter-2 error while getting the Housing datasets,

Hi @VikingHenk, Thanks for your question. Generally, when people have SSL issues when using Python 3.6+ on MacOSX, it's due to a missing step when installing Python. Check out this...

sir could you please help me with the graph in the figure 2-9... how does it represent the various strata for the categories of the median income please sir..What does each axis represent and what is does it mean that most median income values are clustered around 2-5 but some go far beyond 6.please if you could help me sir..regards

Hi @Samrat666 , Thanks for your question, I should have added labels for these axes. The horizontal axis represents the income category: from 1.0 (lowest income) to 5.0 (highest income)....

sir could you please help me with the graph in the figure 2-9... how does it represent the various strata for the categories of the median income please sir..What does each axis represent and what is does it mean that most median income values are clustered around 2-5 but some go far beyond 6.please if you could help me sir..regards

Hi @Samrat666 , Thanks for your question. A splitter generates multiple train/test splits of the same dataset. For example, try running this code, which uses a simple `ShuffleSplit`: ```python import...

Chapter 2: SettingWithCopyWarning

Hi @r-ichi , Thanks for your feedback. Could you please indicate which versions you are using for your OS, Python, Pandas, NumPy and Scikit-Learn?

Chapter 2: SettingWithCopyWarning

Sorry I didn't get back to you. Did you solve this issue?

Chapter 2 HTTP Error 404

Hi @EmmS21 , Thanks for your question. I think you're missing a "d" in "handson-ml", in the URL. Hope this helps.

CH02: Use train_test_split instead of StratifiedShuffleSplit

Hi @qinhanmin2014 , Great suggestion, thanks a lot! Apparently, this parameter was added in Scikit-Learn 0.18, it wasn't there when I started writing the book, I wasn't aware of it....

Chapter 2: Shows Error when executing full_pipeline.fit_transform(housing) ValueError: operands could not be broadcast together with shapes (16512,) (3,8)

Hi @navctns , This might be a duplicate of #347, could you please check out my answers in that issue? Hope this helps!