If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities.
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FILE LIST
Filename
Size
001.Welcome to the Deep Learning Specialization/001. Welcome.mp4
10.2 MB
001.Welcome to the Deep Learning Specialization/001. Welcome.srt
8.8 KB
002.Introduction to Deep Learning/002. What is a neural network.mp4
10 MB
002.Introduction to Deep Learning/002. What is a neural network.srt
9.9 KB
002.Introduction to Deep Learning/003. Supervised Learning with Neural Networks.mp4
12.9 MB
002.Introduction to Deep Learning/003. Supervised Learning with Neural Networks.srt
11.9 KB
002.Introduction to Deep Learning/004. Why is Deep Learning taking off.mp4
18.6 MB
002.Introduction to Deep Learning/004. Why is Deep Learning taking off.srt
17.9 KB
002.Introduction to Deep Learning/005. About this Course.mp4
4.7 MB
002.Introduction to Deep Learning/005. About this Course.srt
4.3 KB
002.Introduction to Deep Learning/006. Course Resources.mp4
2.5 MB
002.Introduction to Deep Learning/006. Course Resources.srt
3.6 KB
003.Heroes of Deep Learning (Optional)/007. Geoffrey Hinton interview.mp4
191.8 MB
003.Heroes of Deep Learning (Optional)/007. Geoffrey Hinton interview.srt
57.5 KB
004.Logistic Regression as a Neural Network/008. Binary Classification.mp4
15.2 MB
004.Logistic Regression as a Neural Network/008. Binary Classification.srt
10.6 KB
004.Logistic Regression as a Neural Network/009. Logistic Regression.mp4
8.5 MB
004.Logistic Regression as a Neural Network/009. Logistic Regression.srt
7.6 KB
004.Logistic Regression as a Neural Network/010. Logistic Regression Cost Function.mp4
13.2 MB
004.Logistic Regression as a Neural Network/010. Logistic Regression Cost Function.srt
11 KB
004.Logistic Regression as a Neural Network/011. Gradient Descent.mp4
17 MB
004.Logistic Regression as a Neural Network/011. Gradient Descent.srt
15.4 KB
004.Logistic Regression as a Neural Network/012. Derivatives.mp4
13.4 MB
004.Logistic Regression as a Neural Network/012. Derivatives.srt
12 KB
004.Logistic Regression as a Neural Network/013. More Derivative Examples.mp4
16.8 MB
004.Logistic Regression as a Neural Network/013. More Derivative Examples.srt
12.9 KB
004.Logistic Regression as a Neural Network/014. Computation graph.mp4
5.7 MB
004.Logistic Regression as a Neural Network/014. Computation graph.srt
4.3 KB
004.Logistic Regression as a Neural Network/015. Derivatives with a Computation Graph.mp4
21.7 MB
004.Logistic Regression as a Neural Network/015. Derivatives with a Computation Graph.srt
16.3 KB
004.Logistic Regression as a Neural Network/016. Logistic Regression Gradient Descent.mp4
11.2 MB
004.Logistic Regression as a Neural Network/016. Logistic Regression Gradient Descent.srt
9 KB
004.Logistic Regression as a Neural Network/017. Gradient Descent on m Examples.mp4
12.2 MB
004.Logistic Regression as a Neural Network/017. Gradient Descent on m Examples.srt
12.3 KB
005.Python and Vectorization/018. Vectorization.mp4
12.6 MB
005.Python and Vectorization/018. Vectorization.srt
9.6 KB
005.Python and Vectorization/019. More Vectorization Examples.mp4
10.3 MB
005.Python and Vectorization/019. More Vectorization Examples.srt
7.4 KB
005.Python and Vectorization/020. Vectorizing Logistic Regression.mp4
11.5 MB
005.Python and Vectorization/020. Vectorizing Logistic Regression.srt
9.6 KB
005.Python and Vectorization/021. Vectorizing Logistic Regression's Gradient Output.mp4
15.5 MB
005.Python and Vectorization/021. Vectorizing Logistic Regression's Gradient Output.srt
10.7 KB
005.Python and Vectorization/022. Broadcasting in Python.mp4
16.2 MB
005.Python and Vectorization/022. Broadcasting in Python.srt
14 KB
005.Python and Vectorization/023. A note on python numpy vectors.mp4
12.4 MB
005.Python and Vectorization/023. A note on python numpy vectors.srt
9 KB
005.Python and Vectorization/024. Quick tour of Jupyter iPython Notebooks.mp4
9.2 MB
005.Python and Vectorization/024. Quick tour of Jupyter iPython Notebooks.srt
5.8 KB
005.Python and Vectorization/025. Explanation of logistic regression cost function (optional).mp4
10.5 MB
005.Python and Vectorization/025. Explanation of logistic regression cost function (optional).srt
8.5 KB
006.Heroes of Deep Learning (Optional)/026. Pieter Abbeel interview.mp4
80 MB
006.Heroes of Deep Learning (Optional)/026. Pieter Abbeel interview.srt