├── .gitignore ├── 10_gpu_benchmarking ├── DGX_performance │ ├── DGX_benchmarking_on_ngc_container.ipynb │ ├── dgx_benchamrking_on_local_python_installation.ipynb │ ├── dgx_benchamrking_tf_mirrored_stratergy.ipynb │ └── small_images.jpg ├── Exercise │ ├── exercise_fashion_mnist_gpu_benchmarking.ipynb │ └── exercise_solution.ipynb ├── gpu_performance_test_small_image_classification.ipynb └── small_images.jpg ├── 11_chrun_prediction ├── churn.ipynb └── customer_churn.csv ├── 12_precision_recall └── 12_precision_recall.ipynb ├── 13_dropout_layer ├── dropout_regularization_ann.ipynb └── sonar_dataset.csv ├── 14_imbalanced ├── Handling Imbalanced Data In Customer Churn Using ANN │ ├── Bank Turnover Customer Churn Using ANN.ipynb │ └── Churn_Modelling.csv ├── customer_churn.csv ├── handling_imbalanced_data.ipynb ├── handling_imbalanced_data_exercise.md └── handling_imbalanced_data_exercise_solution_telecom_churn.ipynb ├── 16_cnn_cifar10_small_image_classification ├── cnn_cifar10_dataset.ipynb ├── cnn_mnist_exercise_solution.ipynb ├── digits_nn.jpg └── small_images.jpg ├── 17_data_augmentation ├── cnn_flower_image_classification_data_augmentations.ipynb └── daisy2.JPG ├── 18_transfer_learning ├── ImageNetLabels.txt ├── cnn_transfer_learning.ipynb └── goldfish.jpg ├── 1_digits_recognition ├── digits_nn.jpg └── digits_recognition_neural_network.ipynb ├── 1_keras_fashion_mnist_neural_net ├── 1_keras_fashion_mnist.ipynb ├── Exercise │ └── 1_keras_sequential_exercise.ipynb ├── Slide1.PNG ├── Slide2.PNG ├── classlabels.JPG ├── fashion_neural_net.png └── fmnist.png ├── 22_word_embedding └── supervised_word_embeddings.ipynb ├── 2_activation_functions └── 2_activation_functions.ipynb ├── 3_derivatives ├── derivatives_answer.jpg ├── derivatives_exercise.md ├── derivatives_exercise_solution.md └── derivatives_question.jpg ├── 42_word2vec_gensim ├── 42_word2vec_gensim.ipynb └── 42_word2vec_gensim_exercise_solution.ipynb ├── 43_distributed_training ├── dgx_benchamrking_tf_mirrored_stratergy.ipynb └── small_images.jpg ├── 43_text_classification_rnn └── rnn_text_classification.ipynb ├── 44_tf_data_pipeline ├── Exercise │ ├── reviews │ │ ├── negative │ │ │ ├── neg_1.txt │ │ │ ├── neg_2.txt │ │ │ └── neg_3.txt │ │ └── positive │ │ │ ├── pos_1.txt │ │ │ ├── pos_2.txt │ │ │ └── pos_3.txt │ ├── tf_data_pipeline_exercise.md │ └── tf_data_pipeline_exercise_solution.ipynb ├── images │ ├── cat │ │ ├── 20 Reasons Why Cats Make the Best Pets....jpg │ │ ├── 7 Foods Your Cat Can_t Eat.jpg │ │ ├── A cat appears to have caught the....jpg │ │ ├── Adopt-A-Cat Month® - American Humane....jpg │ │ ├── All About Your Cat_s Tongue.jpg │ │ ├── Alley Cat Allies _ An Advocacy....jpg │ │ ├── Are Cats Domesticated_ _ The New Yorker.jpg │ │ ├── Cat Advice _ Collecting a Urine Sample....jpg │ │ ├── Cat Throwing Up_ Normal or Cause for....jpg │ │ ├── Cat intelligence - Wikipedia.jpg │ │ ├── Cats Care About People More Than Food....jpg │ │ ├── Cats _ The Humane Society of the United....jpg │ │ ├── Cats really do need their humans_ even....jpg │ │ ├── China_s First Cloned Kitten_ Garlic....png │ │ ├── Famous Cat Performances in Movies_ Ranked.jpg │ │ ├── Giving cats food with an antibody may....jpg │ │ ├── Home_ sweet home_ How to bring an....jpg │ │ ├── How to Determine Your Cat_s Age.jpg │ │ ├── How to buy the best cat food_ according....jpg │ │ ├── International Cat Care _ The ultimate....jpg │ │ ├── Is My Cat Normal_.jpg │ │ ├── Learn what to do with Stray and Feral....jpg │ │ ├── New Cat Checklist 2021_ Supplies for....jpg │ │ ├── Orlando Cat Café.png │ │ ├── Pet Insurance for Cats & Kittens _ Petplan.png │ │ ├── Reality check_ Can cat poop cause....jpg │ │ ├── Soon_ the internet will make its own....jpg │ │ ├── Stray Cat Alliance » Building a No Kill....jpg │ │ ├── Texas lawyer accidentally uses cat....jpg │ │ ├── The 10 Best Types of Cat _ Britannica.jpg │ │ ├── The Cat Health Checklist_ Everything....jpg │ │ ├── The Joys of Owning a Cat - HelpGuide.org.jpg │ │ ├── The Science-Backed Benefits of Being a....jpg │ │ ├── Thinking of getting a cat....png │ │ ├── Urine Marking in Cats _ ASPCA.jpg │ │ ├── Want your cat to stay in purrrfect....jpg │ │ ├── What does the COVID-19 summer surge....jpg │ │ ├── What to do if your cat is marking....jpg │ │ ├── Why Cats Sniff Rear Ends _ VCA Animal....png │ │ └── Why Do Cats Hate Water_ _ Britannica.jpg │ └── dog │ │ ├── 10 Teacup Dog Breeds for Tiny Canine Lovers.jpg │ │ ├── 100_ Dogs Pictures _ Download Free....jpg │ │ ├── 11 Things Humans Do That Dogs Hate.jpg │ │ ├── 15 Amazing Facts About Dogs That Will....jpg │ │ ├── 20 must-have products for new dog owners.jpg │ │ ├── 25 Best Small Dog Breeds — Cute and....jpg │ │ ├── 25 Low-Maintenance Dog Breeds for....jpg │ │ ├── 2nd pet dog tests positive for COVID-19....jpg │ │ ├── 356 Free Dog Stock Photos - CC0 Images.jpg │ │ ├── 45 Best Large Dog Breeds - Top Big Dogs_yyth....jpg │ │ ├── 50 Cutest Dog Breeds as Puppies....jpg │ │ ├── 50 dog breeds and their history that....jpg │ │ ├── 66 gifts for dogs or dog lovers to get_yythk....jpg │ │ ├── 7 Tips on Canine Body Language _ ASPCApro.jpg │ │ ├── 8 amazing Indian dog breeds that....png │ │ ├── 9 Reasons to Own a Dog.jpg │ │ ├── AKC Pet Insurance _ Health Insurance....png │ │ ├── Aggression in dogs _ Animal Humane Society.jpg │ │ ├── Ancient dog DNA reveals 11_000 years of....jpg │ │ ├── Are Dogs Really Color-Blind_ _ Britannica.jpg │ │ ├── Best Dog & Puppy Health Insurance Plans....jpg │ │ ├── Best Hypoallergenic Dogs [Updated....jpg │ │ ├── Body Condition Score....jpg │ │ ├── Calculate Your Dog_s Age With This New....jpg │ │ ├── Canine Mind....jpg │ │ ├── Carolina Dog Dog Breed Information....jpg │ │ ├── Cats and Dogs.jpg │ │ ├── Colitis in Dogs _ VCA Animal Hospital.jpg │ │ ├── Common Dog Breeds and Their Health Issues.jpg │ │ ├── Dog - Role in human societies _ Britannica.jpg │ │ ├── Dog Breed Chart....jpg │ │ ├── Dog Breeds Banned By Home Insurance....jpg │ │ ├── Dog collars _ The Humane Society of the....jpg │ │ ├── Dogs _ Healthy Pets_ Healthy People _ CDC.jpg │ │ ├── Dogs caught coronavirus from their....jpg │ │ ├── First dog Major back at White House....jpg │ │ ├── Genes contribute to dog breeds_ iconic....jpg │ │ ├── Germany_ Dogs must be walked twice a....jpg │ │ ├── Great Dane - Wikipedia.jpg │ │ ├── Haunted Victorian Child_ Dog....jpg │ │ ├── Hong Kong dog causes panic – but here_s... (1).jpg │ │ ├── Hong Kong dog causes panic – but here_s....jpg │ │ ├── Hot dogs_ what soaring puppy thefts....jpg │ │ ├── How Many Dog Breeds Are There_ _ Hill_s Pet.jpg │ │ ├── How My Dog Knows When I_m Sick - The....jpg │ │ ├── How To Read Your Dog_s Body Language....png │ │ ├── How dogs contribute to your health and....jpg │ │ ├── How to make your dog feel comfortable....jpg │ │ ├── Important Things Every Dog Owner Should....jpg │ │ ├── Largest Dog Breeds – American Kennel Club.jpg │ │ ├── List of Dog Breeds _ Petfinder.jpg │ │ ├── List of dog breeds - Wikipedia.jpg │ │ ├── Maltese Dog Breed Information_ Pictures....jpg │ │ ├── Modern Dog magazine _ the best dog....jpg │ │ ├── Mood-Boosting Benefits of Pets....jpg │ │ ├── Most Expensive Dog Breeds For Pet....png │ │ ├── Most Popular Breeds – American Kennel Club.jpg │ │ ├── Most Popular Dog Breeds According....jpg │ │ ├── Most Popular Dog Names of 2020....jpg │ │ ├── Puppy Dog Pictures _ Download Free....jpg │ │ ├── Rescue turns dog with untreatable tumor....jpg │ │ ├── Rottweiler Dog Breed Information....jpg │ │ ├── Science_ Talking to Your Dog Means You....jpg │ │ ├── Service Dogs from Southeastern Guide Dogs.jpg │ │ ├── Soi Dog Foundation _ Ending The... (1).jpg │ │ ├── Soi Dog Foundation _ Ending The....jpg │ │ ├── Southeastern Guide Dogs - YouTube.jpg │ │ ├── Subaru Shows Love for Dogs Through the....jpg │ │ ├── The 20 Best Dog Breeds for Runners....jpg │ │ ├── The 25 Cutest Dog Breeds - Most....jpg │ │ ├── The Best Dogs of BBC Earth _ Top 5....jpg │ │ ├── The Black Dog Tavern Company _ Life off....jpg │ │ ├── The Cost of Owning a Dog.jpg │ │ ├── The History of Dogs as Pets - ABC News.jpg │ │ ├── The Importance of Walking Your Dog....jpg │ │ ├── The US Army is testing augmented....jpg │ │ ├── Those Puppy Dog Eyes You Can_t Resist....jpg │ │ ├── Top 10 Smartest Dog Breeds - Most....jpg │ │ ├── Trained dogs can smell coronavirus in....jpg │ │ ├── Welcoming Your Adopted Dog Into Your....jpg │ │ ├── What makes dogs so special and....jpg │ │ ├── Which Pop Culture Dog Is Best in Show....jpg │ │ ├── Why Grumpy Dogs Outperform Friendly....jpg │ │ ├── been calculating dog years wrong....jpg │ │ ├── best dog treats_ according to veterinarians.jpg │ │ ├── convert dog years to human years....jpg │ │ ├── dog existed at the end of the Ice Age_yythkg....jpg │ │ ├── real_ age_ you_ll need a calculator....jpg │ │ ├── scientists explain puppy dog eyes....jpg │ │ └── why dogs understand our body language....jpg └── tf_data_pipeline.ipynb ├── 45_prefatch └── prefetch_caching.ipynb ├── 46_BERT_intro └── bert_intro.ipynb ├── 47_BERT_text_classification ├── BERT_email_classification-Copy1.ipynb ├── BERT_email_classification-Copy2.ipynb ├── BERT_email_classification-handle-imbalance.ipynb ├── BERT_email_classification.ipynb └── spam.csv ├── 48_tf_serving ├── BERT_email_classification.ipynb ├── models.config.a ├── models.config.b ├── models.config.c ├── readme.md └── spam.csv ├── 49_quantization └── quantization.ipynb ├── 4_matrix_math ├── 4_matrix_math.ipynb ├── 4_matrix_math.md ├── 4_matrix_math_exercise_solution.ipynb ├── flowers.jpg ├── matrix_math.camproj ├── matrix_math_theory.trec └── revenue_usd.jpg ├── 5_loss ├── 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