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[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
magnet:?xt=urn:btih:2d02615c01fddf570ebbd0c5e661cfc82e32ef61&dn=[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
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Hash值:
2d02615c01fddf570ebbd0c5e661cfc82e32ef61
点击数:
138
文件大小:
12.38 GB
文件数量:
84
创建日期:
2023-1-22 08:06
最后访问:
2024-6-9 23:00
访问标签:
Udemy
Мастер-класс
по
современному
ИИ
6
Проектов
2020
En
文件列表详情
01 Introduction/001 Introduction and Welcome Message.mp4 146.56 MB
01 Introduction/002 Introduction, Key Tips and Best Practices.mp4 186.36 MB
01 Introduction/003 Course Outline and Key Learning Outcomes.mp4 290.95 MB
03 Emotion AI/006 Project Introduction and Welcome Message.mp4 126.21 MB
03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.mp4 182.7 MB
03 Emotion AI/008 Task #2 - Import Libraries and Datasets.mp4 132.29 MB
03 Emotion AI/009 Task #3 - Perform Image Visualizations.mp4 152.67 MB
03 Emotion AI/010 Task #4 - Perform Images Augmentation.mp4 221.31 MB
03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.mp4 100.7 MB
03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4 390.98 MB
03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4 211.33 MB
03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.mp4 196.35 MB
03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.mp4 158.18 MB
03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.mp4 85.98 MB
03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.mp4 73.2 MB
03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4 145.17 MB
03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.mp4 68.52 MB
03 Emotion AI/020 Task #14 - Perform Image Augmentation.mp4 89.36 MB
03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.mp4 171.99 MB
03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4 203.88 MB
03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.mp4 157.61 MB
03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.mp4 76.44 MB
03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.mp4 125 MB
03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4 49.06 MB
03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.mp4 134.06 MB
04 AI in Healthcare/028 Project Introduction and Welcome Message.mp4 120.31 MB
04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.mp4 311.28 MB
04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.mp4 186.81 MB
04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.mp4 209.72 MB
04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.mp4 184.63 MB
04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4 185.95 MB
04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4 352.13 MB
04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.mp4 97.46 MB
04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.mp4 223.89 MB
04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4 168.5 MB
04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.mp4 48.06 MB
04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4 196.6 MB
05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.mp4 96.72 MB
05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.mp4 113.54 MB
05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.mp4 139.59 MB
05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).mp4 166.08 MB
05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).mp4 315.8 MB
05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4 209.93 MB
05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.mp4 125.6 MB
05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.mp4 221.21 MB
05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4 177.12 MB
05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4 109.06 MB
05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.mp4 206.21 MB
06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.mp4 118.38 MB
06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.mp4 187.59 MB
06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.mp4 63.15 MB
06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.mp4 345.62 MB
06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.mp4 39.26 MB
06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4 270.97 MB
06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.mp4 258.03 MB
06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4 124.98 MB
06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4 83.73 MB
06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.mp4 134.06 MB
06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.mp4 190.34 MB
06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.mp4 166.39 MB
06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4 213.75 MB
07 Creative AI/065 Project Introduction and Welcome Message.mp4 76.72 MB
07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.mp4 257.67 MB
07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.mp4 73.45 MB
07 Creative AI/068 Task #3 - Import and Merge Images.mp4 93.82 MB
07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.mp4 104.96 MB
07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4 343.4 MB
07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.mp4 33.92 MB
07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.mp4 127.31 MB
07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.mp4 222.01 MB
07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.mp4 103.89 MB
07 Creative AI/075 Task #10 - Generate DeepDream Video.mp4 122.43 MB
08 Explainable AI/076 Project Introduction and Welcome Message.mp4 82 MB
09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.mp4 53.31 MB
09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.mp4 42.05 MB
09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.mp4 57.75 MB
09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.mp4 88.85 MB
09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).mp4 82.76 MB
09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.mp4 33.01 MB
09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.mp4 46.27 MB
09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.mp4 128.52 MB
09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.mp4 47.64 MB
09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.mp4 77.82 MB
09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.mp4 133.98 MB
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