LA340 | AD8BD447E27ECE77C447EC29D7D8C74E3A16DA05

LA340

Name	LA340	DOWNLOAD Copy Link
Total Size	5.4 GB
Total Files	95
Hash	AD8BD447E27ECE77C447EC29D7D8C74E3A16DA05

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001 - Course Introduction.mp4	42.9 MB
002 - About the Training Architect.mp4	22.8 MB
003 - About the Exam.mp4	159.6 MB
004 - Artificial Intelligence.mp4	22.2 MB
005 - What Is Machine Learning?.mp4	42.7 MB
006 - What Is Deep Learning?.mp4	40.4 MB
007 - Section Introduction.mp4	11.8 MB
008 - Machine Learning Lifecycle.mp4	62.7 MB
009 - Supervised, Unsupervised, and Reinforcement.mp4	42.6 MB
010 - Optimization.mp4	33.1 MB
011 - Regularization.mp4	16.8 MB
012 - Hyperparameters.mp4	25.3 MB
013 - Validation.mp4	15.7 MB
014 - Section Introduction.mp4	10.2 MB
015 - Feature Selection and Engineering.mp4	37.3 MB
016 - Principal Component Analysis (PCA).mp4	42.5 MB
017 - Missing and Unbalanced Data.mp4	45.5 MB
018 - Label and One Hot Encoding.mp4	15.5 MB
019 - Splitting and Randomization.mp4	17.4 MB
020 - RecordIO Format.mp4	22.1 MB
021 - Section Introduction.mp4	8.5 MB
022 - Logistical Regression.mp4	33.9 MB
023 - Linear Regression.mp4	25.4 MB
024 - Support Vector Machines.mp4	22.6 MB
025 - Decision Trees.mp4	40.6 MB
026 - Random Forests.mp4	27.2 MB
027 - K-Means.mp4	35.5 MB
028 - K-Nearest Neighbour.mp4	14.5 MB
029 - Latent Dirichlet Allocation (LDA) Algorithm.mp4	40.8 MB
030 - Section Introduction.mp4	8.4 MB
031 - Neural Networks.mp4	75.4 MB
032 - Convolutional Neural Networks (CNN).mp4	47.3 MB
033 - Recurrent Neural Networks (RNN).mp4	44.0 MB
034 - Section Introduction.mp4	17.9 MB
035 - Confusion Matrix.mp4	51.4 MB
036 - Sensitivity and Specificity.mp4	88.3 MB
037 - Accuracy and Precision.mp4	33.2 MB
038 - ROC_AUC.mp4	72.8 MB
039 - Gini Impurity.mp4	36.8 MB
040 - F1 Score.mp4	26.6 MB
041 - Introduction to Jupyter Notebooks.mp4	70.2 MB
042 - ML and DL Frameworks.mp4	42.2 MB
043 - TensorFlow.mp4	87.2 MB
044 - PyTorch.mp4	41.6 MB
045 - MXNet.mp4	34.0 MB
046 - Scikit-learn.mp4	98.9 MB
047 - S3.mp4	95.0 MB
048 - Glue.mp4	87.9 MB
049 - Athena.mp4	90.8 MB
050 - QuickSight.mp4	49.7 MB
051 - Kinesis, Streams, Firehose, Video, and Analytics.mp4	86.3 MB
052 - EMR with Spark.mp4	34.4 MB
053 - EC2 for ML.mp4	63.8 MB
054 - Amazon ML.mp4	13.7 MB
055 - Section Introduction.mp4	39.3 MB
056 - Amazon Rekognition (Images) Part 1.mp4	95.2 MB
057 - Amazon Rekognition (Images) Part 2 - the API.mp4	169.2 MB
058 - Amazon Rekognition (Video).mp4	50.8 MB
059 - Amazon Polly.mp4	54.6 MB
060 - Amazon Transcribe.mp4	55.9 MB
061 - Amazon Translate.mp4	92.9 MB
062 - Amazon Comprehend.mp4	75.3 MB
063 - Amazon Lex.mp4	81.6 MB
064 - Amazon Service Chaining with AWS Step Functions.mp4	69.4 MB
065 - Section Introduction.mp4	20.0 MB
066 - What is Amazon SageMaker?.mp4	41.7 MB
067 - The Three Stages.mp4	14.0 MB
068 - Control (Console_SDK_Notebooks).mp4	88.4 MB
069 - SageMaker Notebooks.mp4	100.5 MB
070 - Data Preprocessing.mp4	62.5 MB
071 - Ground Truth.mp4	42.2 MB
072 - Preprocessing Image Data (Pinehead NotPinehead).mp4	201.5 MB
073 - Algorithms.mp4	73.0 MB
074 - SageMaker Algorithms - Architecture 1.mp4	55.4 MB
075 - SageMaker Algorithms - Architecture 2.mp4	51.3 MB
076 - SageMaker Algorithms - Architecture 3.mp4	24.8 MB
077 - Training an Image Classifier - Part 1 (Pinehead NotPinehead).mp4	132.9 MB
078 - Training an Image Classifier - Part 2 (Pinehead NotPinehead).mp4	33.2 MB
079 - Hyperparameter Tuning.mp4	60.4 MB
080 - Inference Pipelines.mp4	19.1 MB
081 - Real-Time and Batch Inference.mp4	25.4 MB
082 - Deploy an Image Classifier (Pinehead, NotPinehead).mp4	115.9 MB
083 - Accessing Inference from Apps.mp4	17.8 MB
084 - Create a custom API for inference - Part 1 (Pinehead NotPinehead).mp4	68.4 MB
085 - Create a custom API for inference - Part 2 (Pinehead NotPinehead).mp4	111.1 MB
086 - Securing SageMaker Notebooks.mp4	118.0 MB
087 - SageMaker and the VPC.mp4	24.2 MB
088 - Section Introduction.mp4	10.7 MB
089 - DeepLens - Part 1.mp4	180.1 MB
090 - DeepLens - Part 2.mp4	53.4 MB
091 - DeepRacer - Part 1.mp4	184.0 MB
092 - DeepRacer - Part 2.mp4	40.6 MB
093 - How to Answer Questions.mp4	125.4 MB
094 - How to Prepare.mp4	65.7 MB
095 - Goodbye!.mp4	42.4 MB
Total files 95