diff --git a/.gitattributes b/.gitattributes
index 73b2364c6a03513cf72d2c482c73583fd2503f78..aa7f44b70cad9f83501fe61a80975fcaff8a64e9 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -307,3 +307,50 @@ Case[[:space:]]study[[:space:]]5[[:space:]]Stackoverflow[[:space:]]tag[[:space:]
 Deep[[:space:]]Reinforcement[[:space:]]Learning[[:space:]]with[[:space:]]Real-World[[:space:]]Data_1679416847954001f0SU.pdf filter=lfs diff=lfs merge=lfs -text
 2.[[:space:]]Word2Vec[[:space:]]-[[:space:]]Finding[[:space:]]Word[[:space:]]Analogies.mp4 filter=lfs diff=lfs merge=lfs -text
 3.Word2Vec[[:space:]]-[[:space:]]Training[[:space:]]on[[:space:]]your[[:space:]]own[[:space:]]dataset.mp4 filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/1.[[:space:]]Case[[:space:]]Study[[:space:]]10_[[:space:]]Self[[:space:]]Driving[[:space:]]Car/10.1.[[:space:]]Refer[[:space:]]to[[:space:]]this.pdf filter=lfs diff=lfs merge=lfs -text
+3D[[:space:]]by[[:space:]]AI[[:space:]]Using[[:space:]]Generative[[:space:]]AI[[:space:]]and[[:space:]]NeRFs[[:space:]]for[[:space:]]Building[[:space:]]Virtual[[:space:]]Worlds,[[:space:]]with[[:space:]]Q&A[[:space:]]in[[:space:]]Japanese.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/2.[[:space:]]Case[[:space:]]Study[[:space:]]11_[[:space:]]Human[[:space:]]Activity[[:space:]]Recognition/2.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/3.[[:space:]]Case[[:space:]]Study[[:space:]]12_[[:space:]]Music[[:space:]]Generation[[:space:]]using[[:space:]]Deep-Learning/8.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+1.[[:space:]]Word2Vec[[:space:]]-[[:space:]]Finding[[:space:]]Odd[[:space:]]One[[:space:]]Out.mp4 filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/4.[[:space:]]Case[[:space:]]Study[[:space:]]13_[[:space:]]Semantic[[:space:]]Search[[:space:]]Engine[[:space:]]for[[:space:]]Q&A[[:space:]]\[Design[[:space:]]+[[:space:]]Code\]/0.[[:space:]]SearchEngine_QA.zip filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/6.[[:space:]]Interview[[:space:]]Questions/Revision[[:space:]]Questions.doc filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/2.[[:space:]]Case[[:space:]]Study[[:space:]]11_[[:space:]]Human[[:space:]]Activity[[:space:]]Recognition/1.1.[[:space:]]HumanActivityRecognition.zip filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/7.[[:space:]]Module[[:space:]]9_[[:space:]]Live[[:space:]]Sessions/1.1.[[:space:]]High[[:space:]]Level[[:space:]]deisgn[[:space:]]of[[:space:]]a[[:space:]]Self[[:space:]]Driving[[:space:]]Car.pptx filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/7.[[:space:]]Module[[:space:]]9_[[:space:]]Live[[:space:]]Sessions/3.1.[[:space:]]Speaker[[:space:]]identification[[:space:]]using[[:space:]]Audio.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/2.[[:space:]]Case[[:space:]]Study[[:space:]]11[[:space:]]Human[[:space:]]Activity[[:space:]]Recognition/2.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/6.[[:space:]]Interview[[:space:]]Questions/Revision[[:space:]]Questions.doc filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/3.[[:space:]]Case[[:space:]]Study[[:space:]]12_[[:space:]]Music[[:space:]]Generation[[:space:]]using[[:space:]]Deep-Learning/10.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/4.[[:space:]]Case[[:space:]]Study[[:space:]]13[[:space:]]Semantic[[:space:]]Search[[:space:]]Engine[[:space:]]for[[:space:]]Q&A[[:space:]]\[Design[[:space:]]+[[:space:]]Code\]/0.[[:space:]]SearchEngine_QA.zip filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/7.[[:space:]]Module[[:space:]]9[[:space:]]Live[[:space:]]Sessions/1.1.[[:space:]]High[[:space:]]Level[[:space:]]deisgn[[:space:]]of[[:space:]]a[[:space:]]Self[[:space:]]Driving[[:space:]]Car.pptx filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/1.[[:space:]]Deep[[:space:]]LearningNeural[[:space:]]Networks/11.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/7.[[:space:]]Module[[:space:]]9[[:space:]]Live[[:space:]]Sessions/3.1.[[:space:]]Speaker[[:space:]]identification[[:space:]]using[[:space:]]Audio.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/1.[[:space:]]Deep[[:space:]]LearningNeural[[:space:]]Networks/11.2.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/2.[[:space:]]Case[[:space:]]Study[[:space:]]11[[:space:]]Human[[:space:]]Activity[[:space:]]Recognition/1.1.[[:space:]]HumanActivityRecognition.zip filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/12.[[:space:]]Deep[[:space:]]Learning[[:space:]]GPT-1[[:space:]]-[[:space:]]2[[:space:]]and[[:space:]]GPT-3[[:space:]]Models/1.1.[[:space:]]GPT[[:space:]]Models.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/10.[[:space:]]Deep[[:space:]]Learning[[:space:]]Image[[:space:]]Segmentation/1.1.[[:space:]]Image[[:space:]]Segmentation.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/11.[[:space:]]Deep[[:space:]]Learning[[:space:]]Object[[:space:]]Detection/1.1.[[:space:]]Object[[:space:]]Detection_1.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/14.[[:space:]]Module[[:space:]]8[[:space:]]Live[[:space:]]Sessions/11.1.[[:space:]]Interactive[[:space:]]Interview[[:space:]]Session[[:space:]]from[[:space:]]AppliedAICourse.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/14.[[:space:]]Module[[:space:]]8[[:space:]]Live[[:space:]]Sessions/12.1.[[:space:]]VisionTransformer.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/14.[[:space:]]Module[[:space:]]8[[:space:]]Live[[:space:]]Sessions/9.1.[[:space:]]LIVE_[[:space:]]Questions[[:space:]]on[[:space:]]Classification[[:space:]]Methods.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/2.[[:space:]]Deep[[:space:]]Learning[[:space:]]Deep[[:space:]]Multi-layer[[:space:]]perceptrons/13.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/2.[[:space:]]Deep[[:space:]]Learning[[:space:]]Deep[[:space:]]Multi-layer[[:space:]]perceptrons/19.1.[[:space:]]Discusssion[[:space:]]Screenshot.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/2.[[:space:]]Deep[[:space:]]Learning[[:space:]]Deep[[:space:]]Multi-layer[[:space:]]perceptrons/3.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/2.[[:space:]]Deep[[:space:]]Learning[[:space:]]Deep[[:space:]]Multi-layer[[:space:]]perceptrons/5.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/1.3.[[:space:]]Reference.jpg filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/10.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/13.2.[[:space:]]Reference.jpg filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/13.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/12.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/13.3.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/14.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/15.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/15.2.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/16.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/17.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/18.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/4.[[:space:]]Deep[[:space:]]Learning[[:space:]]Convolutional[[:space:]]Neural[[:space:]]Nets/4.1.[[:space:]]Reference.png filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/5.[[:space:]]Deep[[:space:]]Learning[[:space:]]Long[[:space:]]Short-term[[:space:]]memory[[:space:]](LSTMs)/6.1.[[:space:]]Reference.pdf filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]8[[:space:]]Neural[[:space:]]Networks[[:space:]]Computer[[:space:]]Vision[[:space:]]and[[:space:]]Deep[[:space:]]Learning/7.[[:space:]]Encoder-Decoder[[:space:]]Models/1.1.[[:space:]]Encoder-Decoder.pdf filter=lfs diff=lfs merge=lfs -text
+Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/yellow_tripdata_2016-02.csv filter=lfs diff=lfs merge=lfs -text
+Module[[:space:]]9_[[:space:]]Deep[[:space:]]Learning[[:space:]]Real-World[[:space:]]Case[[:space:]]Studies/1.[[:space:]]Case[[:space:]]Study[[:space:]]10_[[:space:]]Self[[:space:]]Driving[[:space:]]Car/3.1.[[:space:]]Autopilot-TensorFlow-master.rar filter=lfs diff=lfs merge=lfs -text
+Case[[:space:]]study[[:space:]]4Taxi[[:space:]]demand[[:space:]]prediction[[:space:]]in[[:space:]]New[[:space:]]York[[:space:]]City/Notes[[:space:]]and[[:space:]]Resources/yellow_tripdata_2016-03.csv filter=lfs diff=lfs merge=lfs -text
diff --git a/1. Word2Vec - Finding Odd One Out.mp4 b/1. Word2Vec - Finding Odd One Out.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..1a2f6241d03c370c6a9060f3e7c373ad10c34499
--- /dev/null
+++ b/1. Word2Vec - Finding Odd One Out.mp4	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07ffd6da0d7d046f5b2021e336ad42a15cc3b05af0df5fdd14b9eb6cc6caa0ca
+size 207155764
diff --git a/3D by AI Using Generative AI and NeRFs for Building Virtual Worlds, with Q&A in Japanese.pdf b/3D by AI Using Generative AI and NeRFs for Building Virtual Worlds, with Q&A in Japanese.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c3cfbc0a02716975466d61e79cb4fbd1a43ce2bb
--- /dev/null
+++ b/3D by AI Using Generative AI and NeRFs for Building Virtual Worlds, with Q&A in Japanese.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1756ada41d067c671b4e7a851b410c6a10dc4090d21b9f60f29073835894cfac
+size 59404535
diff --git a/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-02.csv b/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-02.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cd6b9a370cf1cac0bc2a614a06ced6a5f712712
--- /dev/null
+++ b/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-02.csv	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14f6516b0cb290e19699722cba48fdacd8f478def9aa70766c52c6df37b58830
+size 1783554554
diff --git a/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-03.csv b/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-03.csv
new file mode 100644
index 0000000000000000000000000000000000000000..157696cb81724675ebd45c909ef03adb2b5153e4
--- /dev/null
+++ b/Case study 4Taxi demand prediction in New York City/Notes and Resources/yellow_tripdata_2016-03.csv	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12d11b731b522001142af5def35e77429cb5f3d520d1b7ef1d46b810789f8a0b
+size 1914669757
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..2dcbe16f94edf4630f8587f94ee68adcb375639f
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d956e5fd4c1319985b87477190beba67460e0d443960f5ab8b12831730329e1b
+size 358728
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.2. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.2. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a4c710d9100704ebf2bf8a1f155f549355f9d08c
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/1. Deep LearningNeural Networks/11.2. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e24ad8d33b841ea80989d32fbe16c6d9e970879a4562013e23d1edfada239641
+size 432298
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/10. Deep Learning Image Segmentation/1.1. Image Segmentation.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/10. Deep Learning Image Segmentation/1.1. Image Segmentation.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..547afb48b6063c5ff85cc5860f44b04a6679e804
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/10. Deep Learning Image Segmentation/1.1. Image Segmentation.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:769be9c03fdd08d43d1cb47e9353902e16e16f45ff0317981c06be4a69812664
+size 3717007
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/11. Deep Learning Object Detection/1.1. Object Detection_1.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/11. Deep Learning Object Detection/1.1. Object Detection_1.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ca6a3f407b8828d334a3a42fe2b6d700d3f23caa
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/11. Deep Learning Object Detection/1.1. Object Detection_1.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:083ad8e444a0fc62527ac9a1625d0049c7a459484653e0b9edbe2be088f0294f
+size 8736724
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/12. Deep Learning GPT-1 - 2 and GPT-3 Models/1.1. GPT Models.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/12. Deep Learning GPT-1 - 2 and GPT-3 Models/1.1. GPT Models.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f8d2963dc6ff1d279ab1bc8ab4f640f85a8b0867
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/12. Deep Learning GPT-1 - 2 and GPT-3 Models/1.1. GPT Models.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbe140f8eaff88f15b96ac901e848ca534b0f9b460507bb405f47ef3512bdc82
+size 3550321
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/1.1. TF_Keras_I.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/1.1. TF_Keras_I.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..1699d3ace5d31c81452af8a4cc2b40fe9f3a634a
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/1.1. TF_Keras_I.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebd33dbaba3d050cebc7a52f407b92125fdec3bd98bc389e03a01b6d8d17bf8e
+size 11956672
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/11.1. Interactive Interview Session from AppliedAICourse.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/11.1. Interactive Interview Session from AppliedAICourse.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f4d7d3ec90278853b72794de97f86f7720bb9b1d
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/11.1. Interactive Interview Session from AppliedAICourse.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:596c03ae6ee5ed13bb1a44a29f1c927df4688a56a769c999c7d46e18d9d927ef
+size 5181067
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/12.1. VisionTransformer.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/12.1. VisionTransformer.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..3291aba3e44ad68d15923fc9a0406538ddcd63ab
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/12.1. VisionTransformer.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d487f1f5a6589852c15ad2a8c1bd66f0cf8ec22d0c9757917b44eed83ee43b11
+size 4050490
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/2.1. TF_2_0_&_KERAS_II.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/2.1. TF_2_0_&_KERAS_II.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..5cdff2eb9b32ff9dc2e758bdd889159c5bc403cd
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/2.1. TF_2_0_&_KERAS_II.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abc51241d61585595368a849163393269f49710266d1879139fc970b5aafb5c0
+size 234223
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/3.1. DCGAN_&_Gradient_Tape.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/3.1. DCGAN_&_Gradient_Tape.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..69976afb9c85b322012c8ee50614b7825b20aa06
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/3.1. DCGAN_&_Gradient_Tape.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4b43218b59a45c71886f2491b36304b73bd1802a72f429a5aaea90254742e3d
+size 278736
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/4.1. TimeSeriesForecasting_LSTMs.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/4.1. TimeSeriesForecasting_LSTMs.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..01efcb134f5cbc71fceed499308a74acbf375f80
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/4.1. TimeSeriesForecasting_LSTMs.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2198c878563cd447bfea07b4bf521d38726cef2e95098daf25b76163aa0e7647
+size 748272
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/5.1. BERT.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/5.1. BERT.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e17ef4f3649be9b86e1726052647110e49efe141
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/5.1. BERT.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa8ef0c65262dd7e37c1d676211710bc8e28dd1346d65639d3100a9e88052eaa
+size 81555
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/6.1.BERT_Finetuning.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/6.1.BERT_Finetuning.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..3f7f9deeaac92693067ebd3ce61c1ac14bfafa98
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/6.1.BERT_Finetuning.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c2c069487a522efe6debb543314b2bd4feef453b0ee2f80bd570ad77b7e1746
+size 60039
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/7.1. Transformers_1.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/7.1. Transformers_1.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..906f96b8a7d9772a9faa64c368f831d568e5becd
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/7.1. Transformers_1.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f19895ecd2d192ccbc0ee36ef86f777d961ec7a88e2f192ffdf98315e76ce34
+size 156255
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/8.1. transformer.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/8.1. transformer.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d7665796b0fa905f8a597ca9b64b2f9bdc238f02
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/8.1. transformer.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35f0aa47d57f4978170611b194f217c421d38cb6573d66feeca7a053174faf95
+size 76779
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/9.1. LIVE_ Questions on Classification Methods.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/9.1. LIVE_ Questions on Classification Methods.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e6448146059e4c52b4013fdad4e0f55ef2585917
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/14. Module 8 Live Sessions/9.1. LIVE_ Questions on Classification Methods.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f95f57681e602fef81b34f83d28a08a9de2f63ea8150d8f661b77e3c0cddde50
+size 297969
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/13.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/13.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c3fee9cc0189d0116057a42ec78a60da1df8833b
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/13.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eab9c73ae2ceda884b94830bda99312254bac4806f6c9f045cbab90721ecda31
+size 584641
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/19.1. Discusssion Screenshot.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/19.1. Discusssion Screenshot.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..909b71fc3cfe66c50e975c97f7f52d3bb9afa1c9
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/19.1. Discusssion Screenshot.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab811cafac046b142fd9ba50e0dce3e5fb81328253272cd5427d4fa420f99954
+size 5360487
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/3.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/3.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9bcf1bdb40a4a6dae32c8a145d3a5543b93fbde2
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/3.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf685623d7bc1930d06ed9d493d940f1d37201b58bd3e53c6fb486afcf1cff4b
+size 1414139
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/5.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/5.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..44c9664729214fbb1f604b97539777df443a7719
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/2. Deep Learning Deep Multi-layer perceptrons/5.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc69e0b568f41d8d3181cc9077a461f58fcdd1c70c9f49efe60a05ee6109655
+size 173548
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/12.1. Keras_Mnist.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/12.1. Keras_Mnist.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..889e01e657b219206a82882ed7c1371b1f947e25
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/12.1. Keras_Mnist.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:631677e6379bcf9075730487934a71acd96268cd8feb7c69c5195fd472e42ef1
+size 334729
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/13.1. Keras_Mnist.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/13.1. Keras_Mnist.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..889e01e657b219206a82882ed7c1371b1f947e25
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/13.1. Keras_Mnist.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:631677e6379bcf9075730487934a71acd96268cd8feb7c69c5195fd472e42ef1
+size 334729
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/6.1. Tensorflow_Softmax_Classifier.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/6.1. Tensorflow_Softmax_Classifier.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0f643d7373075328b2a218c27d229c78ac7db588
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/6.1. Tensorflow_Softmax_Classifier.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7da06ce87cd57be21c69acec63555806a63bd974dc7bb615d47467ddf1c9dbd
+size 219101
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/7.1. MLP_Tensorflow_drive.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/7.1. MLP_Tensorflow_drive.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ead5f341028158f489706f6dca4319a1e00abb74
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/3. Deep Learning Tensorflow and Keras/7.1. MLP_Tensorflow_drive.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5344c362bc17a2273f9be328a1d5b6a3d565c3e052f04aeba303117e5db4553
+size 588189
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/1.3. Reference.jpg b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/1.3. Reference.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0e5af6d680eb769cf8794ca1f14d12c3246ac4c6
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/1.3. Reference.jpg	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a4ff9599d9803fae8fc44ce226039b8bbea899a102704e2a9a0c966f397def4
+size 358652
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/10.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/10.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..4e1d66e1bcad41bd50959911c3cb838feb332c1f
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/10.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae1e4d093dae58f615e09619c3d3e5ae56326be9e12bafd6f65577544c17a0d1
+size 114754
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/12.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/12.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5fddd999cbd39a0c170cee7027fc9f1918202967
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/12.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb752d48593f649fafe2e81df9482e16da98698d95b364e5a697cdd2f0b312a
+size 131395
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6c1ac8a6bdc1c002181b726959c83dc9748b3ab4
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90137160c57217953d5f61857e64ca58e85f06e1b13b4f475c918b1b582b9771
+size 1418820
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.2. Reference.jpg b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.2. Reference.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..80753d54954170c61b8a36dcc768c378c03e285c
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.2. Reference.jpg	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cb7b0fe937bef5fd501af380f44045f709bc8a31315fed5c660ba5dd768530e
+size 112319
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.3. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.3. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6962685182fbb2a25a56df48646889b0c3762229
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/13.3. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce6fc438c5419365b74cb30a859acb795e3530c96add18a8c4d5a17d9f61f593
+size 164746
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/14.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/14.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a10b796b26744ceb0b59fe15f4d2642e91956cbd
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/14.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83728f9efc21081792902b4c17a4657022d1e4a92ec81655c2427f4ef0755e50
+size 200010
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..dd2245627895f1bf5174b018804c04e66418c465
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e0651b6810ecba34a3dbc5b5b0209226f889004607c1f203540a48d64e5a93a
+size 819383
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.2. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.2. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..898761dee6829fdad90ca0fce43f3a308445b20a
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/15.2. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfe734e987af1e75832cc49e9ca634e93cee33b3dd7fa415e5f02249e21fb8ae
+size 181167
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/16.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/16.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..185e650fe5f1e7f8785f5847becf1cebee14c65d
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/16.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e967d51f9e6ea48f2894beeba6dccad77b3c82a8a71e504b28fba8be7a6012f
+size 198904
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/17.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/17.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9347aac7b2463e2523702d68b7e9b153dbfd45df
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/17.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c669e42073a6ebad06de82775bf89ee6195ade6d73a4205b2917494a7bef0f6d
+size 215798
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/18.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/18.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..625b178b3af068c19801434ecd312010ff016971
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/18.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b6be55e2f668c1331c7eda8a427229dd514c989c7d7bd65904608c006a95b9b
+size 232327
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/19.1. CNN_MNIST.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/19.1. CNN_MNIST.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..687f3119845612bf738f246c15d22c7b2ec3f17f
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/19.1. CNN_MNIST.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be4420055b18ba51005590edca287292b5a0e0fc6c28ff7a615603bd892e11dd
+size 10522
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/4.1. Reference.png b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/4.1. Reference.png
new file mode 100644
index 0000000000000000000000000000000000000000..ad6df32dd8e2408d5853f1db30b100e3a16e152a
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/4. Deep Learning Convolutional Neural Nets/4.1. Reference.png	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4be4ab0696f7d7dacccde6ec2d50ceaa1505f8e334e75cc45b4d2cc2c07929b
+size 4873011
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/10.1. LSTM_IMDB.ipynb b/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/10.1. LSTM_IMDB.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b993ef787034a0a621fae099e902a7834f234183
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/10.1. LSTM_IMDB.ipynb	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47d8a5042ce4a451c9e6ba1359193b63d02515d54a5163581ff3f65a65c19bdc
+size 12861
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/6.1. Reference.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/6.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..7dcc111fd8989da205ad7962277ac88318319f50
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/5. Deep Learning Long Short-term memory (LSTMs)/6.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6b4833306e36409ec4de582577edb73ecda5668fafba338c71050daa3480b05
+size 249295
diff --git a/Module 8 Neural Networks Computer Vision and Deep Learning/7. Encoder-Decoder Models/1.1. Encoder-Decoder.pdf b/Module 8 Neural Networks Computer Vision and Deep Learning/7. Encoder-Decoder Models/1.1. Encoder-Decoder.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a788e9cb01c295efc3d15768a31a83117c3caf4f
--- /dev/null
+++ b/Module 8 Neural Networks Computer Vision and Deep Learning/7. Encoder-Decoder Models/1.1. Encoder-Decoder.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f96ec058dee6ae2c428e48ce3b58994c65ac61700b6d5216917485d952b35c3b
+size 3760652
diff --git a/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/1.1. HumanActivityRecognition.zip b/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/1.1. HumanActivityRecognition.zip
new file mode 100644
index 0000000000000000000000000000000000000000..514d944b121ed04811896f2764f69a10822186d1
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/1.1. HumanActivityRecognition.zip	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b88b73e1e5d9d89f18e35737e3bc67819aeb51e59f7d0bf50cd5433501c4e49f
+size 89781419
diff --git a/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/2.1. Reference.pdf b/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/2.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9753b405240720d09c6be7881e6cb58b6f2b2096
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/2. Case Study 11 Human Activity Recognition/2.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5b4d039e60c2f0b105614213166277350e724e79b013810494023f7a5cb3f25
+size 282910
diff --git a/Module 9 Deep Learning Real-World Case Studies/4. Case Study 13 Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip b/Module 9 Deep Learning Real-World Case Studies/4. Case Study 13 Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip
new file mode 100644
index 0000000000000000000000000000000000000000..6a42ad2ec4978298e27619502f48ea88110f2e37
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/4. Case Study 13 Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d3f3f1997c1c4733363fbe814d65d7d232a6494d4496da8038e712ed88833c
+size 20085282
diff --git a/Module 9 Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc b/Module 9 Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc
new file mode 100644
index 0000000000000000000000000000000000000000..197d36d9c91c4ad6f6f258fa4a40f41614e4d4ca
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfc5a360360f1e536e9cb5a3b5033e00252a7ada7ab42c52aac6ef8e6631c2ef
+size 221250
diff --git a/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx b/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx
new file mode 100644
index 0000000000000000000000000000000000000000..a1b92389205fd3c93796c076209b981d13094ca7
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63833c3f9ff1392771c5c802453cefff8ea33da7b9432a17a6bedf0410bfacd9
+size 10604406
diff --git a/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/3.1. Speaker identification using Audio.pdf b/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/3.1. Speaker identification using Audio.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fd210ef7a955d6a6714888ced9ff05155241555a
--- /dev/null
+++ b/Module 9 Deep Learning Real-World Case Studies/7. Module 9 Live Sessions/3.1. Speaker identification using Audio.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:033be7a2a1b25019a677fddc267ec7d0666e883c7e3b6dba0fd090b8522ddefb
+size 7224411
diff --git a/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/10.1. Refer to this.pdf b/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/10.1. Refer to this.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..4b1e0059dd073d851fca3dd253f7a19118c5c125
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/10.1. Refer to this.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c02b15a05434388b443b8f9a89ac37821eec91b9cd305c2c63ffa51fa2fdb123
+size 1289809
diff --git a/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/3.1. Autopilot-TensorFlow-master.rar b/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/3.1. Autopilot-TensorFlow-master.rar
new file mode 100644
index 0000000000000000000000000000000000000000..7f039ed26f147a1055aa46af090bb7cb4e08be28
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/1. Case Study 10_ Self Driving Car/3.1. Autopilot-TensorFlow-master.rar	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51bf2252fb3f1e4a43c3af32a4edab4c10015a35c852963b3524985dd7c71e43
+size 2380979121
diff --git a/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/1.1. HumanActivityRecognition.zip b/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/1.1. HumanActivityRecognition.zip
new file mode 100644
index 0000000000000000000000000000000000000000..514d944b121ed04811896f2764f69a10822186d1
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/1.1. HumanActivityRecognition.zip	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b88b73e1e5d9d89f18e35737e3bc67819aeb51e59f7d0bf50cd5433501c4e49f
+size 89781419
diff --git a/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/2.1. Reference.pdf b/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/2.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9753b405240720d09c6be7881e6cb58b6f2b2096
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/2. Case Study 11_ Human Activity Recognition/2.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5b4d039e60c2f0b105614213166277350e724e79b013810494023f7a5cb3f25
+size 282910
diff --git a/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/10.1. Reference.pdf b/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/10.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a5499d0755c4eb948f9923673ec0871f3a18f871
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/10.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5acf1168aba4e9daa23ebcd85291d17c27c94a41091a65ff096485abf8714c31
+size 466053
diff --git a/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/8.1. Reference.pdf b/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/8.1. Reference.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a1190af782b14a44fc703558cf2d1a9f92a68e1f
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/3. Case Study 12_ Music Generation using Deep-Learning/8.1. Reference.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8c734ffc6031cae0a6517d5ea72512638e8266cfcffc7d5348e1c6ac9202805
+size 432024
diff --git a/Module 9_ Deep Learning Real-World Case Studies/4. Case Study 13_ Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip b/Module 9_ Deep Learning Real-World Case Studies/4. Case Study 13_ Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip
new file mode 100644
index 0000000000000000000000000000000000000000..6a42ad2ec4978298e27619502f48ea88110f2e37
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/4. Case Study 13_ Semantic Search Engine for Q&A [Design + Code]/0. SearchEngine_QA.zip	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d3f3f1997c1c4733363fbe814d65d7d232a6494d4496da8038e712ed88833c
+size 20085282
diff --git a/Module 9_ Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc b/Module 9_ Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc
new file mode 100644
index 0000000000000000000000000000000000000000..197d36d9c91c4ad6f6f258fa4a40f41614e4d4ca
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/6. Interview Questions/Revision Questions.doc	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfc5a360360f1e536e9cb5a3b5033e00252a7ada7ab42c52aac6ef8e6631c2ef
+size 221250
diff --git a/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx b/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx
new file mode 100644
index 0000000000000000000000000000000000000000..a1b92389205fd3c93796c076209b981d13094ca7
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/1.1. High Level deisgn of a Self Driving Car.pptx	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63833c3f9ff1392771c5c802453cefff8ea33da7b9432a17a6bedf0410bfacd9
+size 10604406
diff --git a/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/3.1. Speaker identification using Audio.pdf b/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/3.1. Speaker identification using Audio.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fd210ef7a955d6a6714888ced9ff05155241555a
--- /dev/null
+++ b/Module 9_ Deep Learning Real-World Case Studies/7. Module 9_ Live Sessions/3.1. Speaker identification using Audio.pdf	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:033be7a2a1b25019a677fddc267ec7d0666e883c7e3b6dba0fd090b8522ddefb
+size 7224411