Python Machine Learning Tutorial #1 - Introduction

This is my 2019 python machine learning tutorial introduction. In this video we go through setting up tensorflow and sklearn so that we are ready to start coding some cool machine learning projects!

To have access to all resources and code seen in future videos visit my website!

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Tags:
- Tech With Tim
- Machine learning with python
- Python machine learning for beginners
- Beginner machine learning tutorial python
- Machine learning tutorial 2019
- Python Tutorials
- Machine learning python

[denisudila]

Hello everybody! If is someone like me who is trying to install all of those in 2022, just follow Tim step by step. One little update for 2022, in "conda create -n tensor python" u should pick python 3.9 because 3.10 dose not support tensorflow. U will type "conda create -n tensor python=3.9" and it will deal with "DLL" errors. Have a nice day : )
(BTW: Thx Tim for all of your work! Keep going king!!!)

[jeffrey]

Me : I will learn Machine Learning
Him : You need to know Calculus
Me : Imma just go back to doing Javascript and make dinosaurs jump

[sombra]

Mac users:

Select for your interpreter. Other than that everything else is the same.
"pythonw" is windows specific and it is used to avoid terminal window pop up during code execution.

[MichaelPayPlus]

0:28 "Even skipping like 30 seconds of the video, you could miss an important thing"
Me: Skips to 2:27
"So without further ado...." lol

[byronwilliams]

Got a degree in Applied mathematics from a top tier US university, its amazing how this wasn't baked into the degree.
Great job man, keep up the good work.

[ranzu]

For anyone not able to find pythonw:

If you figure out where your conda environment was created (it should show you in the command prompt when you create your environment), you can navigate to the env and there should be a pythonw in there. Use that file file path for your interpreter instead of the one shown in the video.

Instead of the anaconda3 folder, I had to go to the Users/me/.conda/envs/tensor folder to find it, because I installed Anaconda for all users.

[SinofThrash]

I've spent 5 hours trying to figure out why I wasn't able to import in Pycharm. I uninstalled and reinstalled everything, following some comments below and online, changed versions and all sorts, only to realise it's import tensorflow and not import_tensorflow. There is no underscore.

I will go and scream into my pillow now.

[dopebrose]

I remeber I was in 6th grade coding python, and I found your channel, I remeber your channel because my best firend tim also coded python with me and we loved your channel

[PhantasmXD]

I see dat iCUE icon and I immediately know this chad rolls heavy with da RGB.

[siddarthpatil]

If you are watching it anytime from now, I know you will get the errors.
Follow the below steps and it will solve all the errors:

Note: Currently Tensorflow is not supported by Python 3.8 and I have only 3.8 installed in my system.
1. conda create -n tensor python=3.7
2. conda activate tensor
3. conda install tensorflow
4. conda install keras

Follow all the other steps as demonstrated by Tim.

Happy Learning <3

Edit :  As mentioned by @Mavinda Rodrigo Tensorflow is now supported by python 3.8 as well. So we can change the step 1 to "conda create -n tensor python=3.8"

[christianhaugen]

Great commentary man. You’re very thorough. Can’t wait to keep watching and see your great work.

[dazai_dev]

You can also type "which conda" in Mac/Linux terminal, or "where conda" in Windows command line to find anaconda on the drive

[till.Deficit]

IF YOU'RE GETTING IMPORT ERRORS:


Restart from scratch and replace 'pip' with 'conda' when installing tensorflow and keras in your virtual environment in command prompt

[Loading-tryv]

A bunch of other videos O watched just kept assuming I had all of these downloaded. Now someone finally told me how

[listigerlurch]

Although he even says it:
Make sure at 4:50 to type python EQUALS 3.6.
I didn't listen and typed MINUS.
That did cost me a whole hour :DDD

[shumi]

If you're getting a ''Failed to load native tensorflow" error in pycharm just do this:


change the pip install tensorflow and pip install keras in cmd promt to conda install tensorflow and conda install keras.


Worked for me.

[МартинТемелакиев]

*the video starts*
me - *skips*
tim - "even skipping like 30 seconds of the video, you could miss an imporant thing"

[imtanuki]

a few suggestions:
- explain concepts - you installed tensorflow w/o even explaining what it is. Since it's one of the most popular ML libraries, it might be worth discussing for a few minutes.

- math concepts - since you emphasize understanding the math behind ML code, in your video on linear regression, you might want to add a bit on std deviation, since that's what drives accuracy.

- post production - have you listened to the volume of the music (at the end of your videos)? if volume is tuned to your voice, you could blow someone's ears out with your music. Adobe Audition would be a worthwhile investment.

- typos - others may disagree, but it's distracting to watch you fix your typos and debug your code.

[theoverlander]

Thanks, I'm going to get into this sect of coding finally. You're very helpful!

[kensei]

For all who weren’t able to do the “pip” command:

Try “py -m pip install tensorflow”
That’s how it worked for me at least