diff --git a/Auto_ML.pptm b/Auto_ML.pptm
index b277ff58534ea69619944c02023a102e9b64dae1..642bc2a220ab7b3d8a85896ccaaf4ae15314f49c 100644
Binary files a/Auto_ML.pptm and b/Auto_ML.pptm differ
diff --git a/Paper/SEARCH WITH.pdf b/Paper/SEARCH WITH.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5f050937c99297a254e22ebf228481de9ea6ed57
Binary files /dev/null and b/Paper/SEARCH WITH.pdf differ
diff --git a/Paper/paper_links.txt b/Paper/paper_links.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70d18a95949ce7f1c2336f9859379ac13650c514
--- /dev/null
+++ b/Paper/paper_links.txt
@@ -0,0 +1,21 @@
+Hyperparameter:
+Random Search for Hyper-Parameter Optimization
+https://jmlr.csail.mit.edu/papers/volume13/bergstra12a/bergstra12a.pdf
+Towards an Empirical Foundation for Assessing Bayesian Optimization of Hyperparameters
+https://www.cs.ubc.ca/~hoos/Publ/EggEtAl13.pdf
+Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
+https://arxiv.org/abs/1603.06560v4
+
+
+
+NAS:
+Neural Architecture Search with Reinforcement Learning
+https://arxiv.org/pdf/1611.01578.pdf
+Efficient Neural Architecture Search via Parameter Sharing
+https://arxiv.org/pdf/1802.03268.pdf
+Auto-Keras: An Efficient Neural Architecture Search System 
+https://arxiv.org/pdf/1806.10282.pdf
+Regularized Evolution for Image Classifier Architecture Search
+https://arxiv.org/pdf/1802.01548.pdf
+Efficient Architecture Search by Network Transformation
+https://arxiv.org/pdf/1707.04873.pdf
\ No newline at end of file
diff --git a/Quellen/Fotoquellen.txt b/Quellen/Fotoquellen.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03f42cf0b2ee04653841b70530a9d13ac81204ed
--- /dev/null
+++ b/Quellen/Fotoquellen.txt
@@ -0,0 +1,19 @@
+Fotoquellen:
+Anfangsfotos
+https://www.fotocommunity.de/photo/mensch-vs-maschine-daniel-schweinert/23989454
+https://databraineo.com/professional-news/20-einflussreiche-deep-learning-paper-2018/
+https://www.vdi.de/themen/mobilitaet/autonomes-fahren
+https://industrie.de/wp-content/uploads/r/o/roboter-in-einer-autofabrik-fotolia-phonlamaiphoto.jpg
+https://www.kdnuggets.com/2020/02/data-scientists-automl-replace.html
+https://www.rtl2.de/consent?targetUrl=%2Fsendungen%2Fkoeln-50667%2Fvideos%2F1100032375-alex-im-verhoer&oref=aHR0cHM6Ly93d3cuZWNvc2lhLm9yZy8%3D
+
+Fotos Affen:
+https://www.pinterest.co.kr/pin/320811173428016867/
+https://www.pinterest.de/pin/462393086744330560/
+
+Uhr/Geld
+https://liporis.de/produkt/wartburg-60-minuten-rallye-stoppuhr-referenz-492-mechanisch-gehaeuse-50mm/
+https://www.stadt-wien.at/wirtschaft/geld-finanzen/tagesgeld-sicher-und-flexibel-geld-anlegen.html
+
+
+
diff --git a/Quellen/Internetquellen.txt b/Quellen/Internetquellen.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cca4815340d3e5c237e814fc0db0e528b4225ee
--- /dev/null
+++ b/Quellen/Internetquellen.txt
@@ -0,0 +1,7 @@
+Internetquellen:
+Auswahl AutoML Vision:
+https://towardsdatascience.com/choosing-between-tensorflow-keras-bigquery-ml-and-automl-natural-language-for-text-classification-6b1c9fc21013
+Hyperband:
+https://autotorch.org/course/hpo_algorithms.html
+NAS:
+https://github.com/carpedm20/ENAS-pytorch
\ No newline at end of file