2020, Installing TensorFlow 2.0, Keras, & Python 3.7 in Windows 10

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** Video Contents

Step 1: Download MiniConda [2:19]
Step 2: Install MiniConda [3:03]
Step 3: Download Environment Setup Script 3:52
About Environment Setup Script [4:41]
Step 4: Install Jupyter [5:28]
Step 5: Run the Environment Setup Script [6:22]


Step 6: Test TensorFlow Command Line [7:25]
Step 7: Install Kernel for Jupyter [8:38]

python -m ipykernel install --user --name tensorflow --display-name "Python 3.7 (tensorflow)"

Step 8: Test Jupyter [9:00]

You can find the instructions here (from the video):

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[danielspector]

You're awesome. I've been trying to install tensorflow-gpu for a week and I kept getting DLL errors and I found your channel. The best part was the videos were brand new. I reset my computer and started fresh and did each and every step you told me too and BOOM! Thanks Jeff

[senseii]

Make sure to save your yml file by saving in the browser as "tensorflow.yml" <-- with the quotations so you don't have to rename. Also be sure to save in the Users\username directory of your computer. Not desktop or downloads etc... because the conda script I believe, looks for the file there.


May be obvious for more intermediates, but I ran into that issue with the conda command not locating the file so I hope this helps out!

[suzanna]

I've been trying for a week- uninstalling and installing using different versions and methods but nothing has worked. It finally worked on the first try of following your steps. Thank you for providing such clear instructions! And I can finally sleep!

[tbias]

I want to thank you so much, Sir! For a project, I need to run Tensorflow but the usual guides on the internet on how to get TensorFlow to run are so lackluster. This video is exactly what I needed. You point out step by step what to do, it's just awesome, THANK YOU!

[Felipe-yhct]

For everyone who are having troubles with keras, try to put "tensorflow." to every code starting with "keras"
ex:
from keras import datasets -->
from tensorflow.keras import datasets
from .keras.datasets import mnist --->from tensorflow.keras.datasets import mnist

Sorry by my english I'm not a native speaker.

[sohamkulkarni]

I was stuck at DLL error for weeks.. now everything is like butter... thanks man!

[boony]

Followed 3 tutorials before finding this one and all failed. This one worked first time. Thank you very much.

[crcdesign]

I just wanted to thank you for everything. I am a complete nubie to everything here and coding in general.Normally I develop my trading strategies and send them to someone for coding. However, I recently discovered machine learning and I'm hooked! I've looked all over youtube, but you are by far the best for ME. The way you teach is amazing and really sits well with my way of learning.

[lucasalvarezlacasa]

Spent 5 hours on my own trying to make it work. This video solved that in 10 minutes.
Thank you Jeff!

[lordsatis]

As a high school student and only having minor experience in neural networks, I have to say that this video saved my life with the installation, it was a very well informed video.

[yarstruly]

Wow, thank you so much for this video! I spent about a week trying to figure out one of those DLL errors and now I think I get what was going on. Really looking forward to doing your course online!

[ritiksahu]

sir, you made my day figuring out this from weeks !!! love from India

[bencehegyes]

I have been trying install tensorflow yesterday for 4 hours. Thank you very much. Your video very informative and easy to understand for a newbie

[darasingh]

Thank you so much. Six months ago I installed tf 1.15 with no problems. Honestly, I don't know why it was so easy until I decided to install tf 2.0 instead. It's been a week me trying every different way. One important lesson I learned was my CPU is not compatible with tf. Conclusion. Anaconda or Miniconda is the way to get around it. pip install does not work for me and it's been mentioned in tensorflow website about compatiblity. Probably six months ago I didn't use pip command. I also learned that I need to follow instructions in this video, especially for my particular case. Thank you so much Jeff. You gave me the right reason to celebrate my weekend.

[greatestgrasshopper]

7:23 He says "oh and don't put that command i just put in there"


me: too late

[salmaankhan]

A LOT !!
I TRIED REALLY HARD BUT WAS UNABLE IT MAKE IT, YOU MADE IT SO EASY !!
GREAT WORK!

[aarondayton]

Amazing walkthrough! I've been trying for weeks to get TensorFlow working on my machine and I kept running into errors that no other walkthrough would mention. This one does a great job of explaining!

[aatt]

this is the only video that helped me to install tensorflow on my laptop, bravo, thank you Jeff for your meticulous instructions, looking forward to learn neural networks and image processing from you!

[venupunna]

hello Jeff, thanks a lot for making an updated video of installing tensorflow and also for mentioning the possible DLL error, helped me a lot

[aiteerockz]

Thank you for this video. Worked for me.