@@ -192,7 +192,7 @@ Warm-up
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194194+----+---------------------+--------------------------+------------------------------------------------------------------------+--------------------------------------+
195- | # | topic | Run | Source Code | |
195+ | # | topic | Run | Source Code | Media |
196196+====+=====================+==========================+========================================================================+======================================+
197197| 1 | Start-up | |Welcome | | `Notebook <ipythonwelcome _>`_ / `Python <pythonwelcome _>`_ | `Video Tutorial <videowelcome _>`_ |
198198+----+---------------------+--------------------------+------------------------------------------------------------------------+--------------------------------------+
@@ -251,7 +251,7 @@ Basics
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253253+----+-----------------------------------+--------------------------+------------------------------------------------------------------------+-----------------------------------------+
254- | # | topic | Run | Source Code | |
254+ | # | topic | Run | Source Code | Media |
255255+====+===================================+==========================+========================================================================+=========================================+
256256| 1 | Tensors | |Tensors | | `Notebook <ipythontensors _>`_ / `Python <pythontensors _>`_ | `Video Tutorial <videotensors _>`_ |
257257+----+-----------------------------------+--------------------------+------------------------------------------------------------------------+-----------------------------------------+
@@ -347,9 +347,11 @@ Neural Networks
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348348.. _ipythonmlp : https://github.com/instillai/TensorFlow-Course/blob/master/codes/ipython/neural_networks/mlp.ipynb
349349.. _pythonmlp : https://github.com/instillai/TensorFlow-Course/blob/master/codes/python/neural_networks/mlp.py
350+ .. _videomlp : https://youtu.be/w20efZqSK2Y
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351352.. _ipythoncnn : https://github.com/instillai/TensorFlow-Course/blob/master/codes/ipython/neural_networks/CNNs.ipynb
352353.. _pythoncnn : https://github.com/instillai/TensorFlow-Course/blob/master/codes/python/neural_networks/cnns.py
354+ .. _videocnn : https://youtu.be/WVifZBCRz8g
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355357.. |mlp | image :: https://colab.research.google.com/assets/colab-badge.svg
@@ -358,13 +360,13 @@ Neural Networks
358360 :target: https://colab.research.google.com/github/instillai/TensorFlow-Course/blob/master/codes/ipython/neural_networks/CNNs.ipynb
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361- +----+------------------------------------------+--------------------------+------------------------------------------------------+
362- | # | topic | Run | Source Code |
363- +====+==========================================+==========================+======================================================+
364- | 1 | *Multi Layer Perceptron * | |mlp | | `Notebook <ipythonmlp _>`_ / `Python <pythonmlp _>`_ |
365- +----+------------------------------------------+--------------------------+------------------------------------------------------+
366- | 2 | *Convolutional Neural Networks * | |cnn | | `Notebook <ipythoncnn _>`_ / `Python <pythoncnn _>`_ |
367- +----+------------------------------------------+--------------------------+------------------------------------------------------+
363+ +----+------------------------------------------+--------------------------+------------------------------------------------------+------------------------------------+
364+ | # | topic | Run | Source Code | Media |
365+ +====+==========================================+==========================+======================================================+====================================+
366+ | 1 | *Multi Layer Perceptron * | |mlp | | `Notebook <ipythonmlp _>`_ / `Python <pythonmlp _>`_ | ` Video Tutorial < videomlp _>`_ |
367+ +----+------------------------------------------+--------------------------+------------------------------------------------------+------------------------------------+
368+ | 2 | *Convolutional Neural Networks * | |cnn | | `Notebook <ipythoncnn _>`_ / `Python <pythoncnn _>`_ | ` Video Tutorial < videocnn _>`_ |
369+ +----+------------------------------------------+--------------------------+------------------------------------------------------+------------------------------------+
368370
369371==========================
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@@ -396,9 +398,11 @@ Advanced
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397399.. _ipythoncustomtr : https://github.com/instillai/TensorFlow-Course/blob/master/codes/ipython/advanced/custom_training.ipynb
398400.. _pythoncustomtr : https://github.com/instillai/TensorFlow-Course/blob/master/codes/python/advanced/custom_training.py
401+ .. _videocustomtr : https://youtu.be/z5gcabfyPfA
399402
400403.. _ipythondgenerator : https://github.com/instillai/TensorFlow-Course/blob/master/codes/ipython/advanced/dataset_generator.ipynb
401404.. _pythondgenerator : https://github.com/instillai/TensorFlow-Course/blob/master/codes/python/advanced/dataset_generator.py
405+ .. _videodgenerator : https://youtu.be/-YsgMdDPu3g
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404408.. |ctraining | image :: https://colab.research.google.com/assets/colab-badge.svg
@@ -408,16 +412,13 @@ Advanced
408412 :target: https://colab.research.google.com/github/instillai/TensorFlow-Course/blob/master/codes/ipython/advanced/dataset_generator.ipynb
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411- +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+
412- | # | topic | Run | Source Code |
413- +====+==========================================+==========================+====================================================================+
414- | 1 | *Custom Training * | |ctraining | | `Notebook <ipythoncustomtr _>`_ / `Python <pythoncustomtr _>`_ |
415- +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+
416- | 2 | *Dataset Generator * | |dgenerator | | `Notebook <ipythondgenerator _>`_ / `Python <pythondgenerator _>`_ |
417- +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+
418-
419-
420-
415+ +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+----------------------------------------+
416+ | # | topic | Run | Source Code | Media |
417+ +====+==========================================+==========================+====================================================================+========================================+
418+ | 1 | *Custom Training * | |ctraining | | `Notebook <ipythoncustomtr _>`_ / `Python <pythoncustomtr _>`_ | `Video Tutorial <videocustomtr _>`_ |
419+ +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+----------------------------------------+
420+ | 2 | *Dataset Generator * | |dgenerator | | `Notebook <ipythondgenerator _>`_ / `Python <pythondgenerator _>`_ | `Video Tutorial <videodgenerator _>`_ |
421+ +----+------------------------------------------+--------------------------+--------------------------------------------------------------------+----------------------------------------+
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