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moved nb not done week4 --> 5
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oduerr committed Mar 14, 2024
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Expand Up @@ -118,14 +118,15 @@ The course is split in 8 sessions, each 4 lectures long.
- Backprop. linear regression eager [10_linreg_tensorflow](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/10_linreg_tensorflow.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/10_linreg_tensorflow.ipynb)
- Optional Backprop static graph [11_backpropagation](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/11_backpropagation.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/11_backpropagation.ipynb)
- Simple Max Like [12_maxlike](https://github.com/tensorchiefs/dl_course_2024/blob/main/notebooks/12_maxlike.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/main/notebooks/12_maxlike.ipynb)
- Numerical Stability [12_numerical,stability](https://github.com/tensorchiefs/dl_course_2024/blob/main/notebooks/12_numerical_stability.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/main/notebooks/12_numerical_stability.ipynb)
- Max Like MNIST [12b_mnist_loglike](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb)



- Day 5
- Topics: Probabilistic Prediction Models
- Slides: [05_Probabilistic_Models](https://github.com/tensorchiefs/dl_course_2024/blob/master/slides/05_Probabilistic_Modeling.pdf)
- Exercises and Homework:
- Numerical Stability [12_numerical,stability](https://github.com/tensorchiefs/dl_course_2024/blob/main/notebooks/12_numerical_stability.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/main/notebooks/12_numerical_stability.ipynb)
- Max Like MNIST [12b_mnist_loglike](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/12b_mnist_loglike.ipynb)

- Linear Regression with Tensorflow Probability [13_linreg_with_tfp](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/13_linreg_with_tfp.ipynb)
- Poisson Regression with Tensorflow Probability [14_poisreg_with_tfp](https://github.com/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb), [colab](https://colab.research.google.com/github/tensorchiefs/dl_course_2024/blob/master/notebooks/14_poisreg_with_tfp.ipynb)
- Solutions to Exercises:
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