Udemy Generative AI in Data Engineering Certification

12.08 GB | 9min 3s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Section Introduction.mp4 (19.06 MB)
10 -Real-Time Anomaly Detection in Pipelines.mp4 (68.48 MB)
11 -Case Study Enhancing Data Pipelines with GenAI.mp4 (78.59 MB)
12 -Section Summary.mp4 (22.47 MB)
2 -Techniques for Anomaly Detection using GenAI.mp4 (83.91 MB)
3 -Case Study Harnessing Generative AI for Enhanced Anomaly Detection.mp4 (76.48 MB)
4 -Pattern Recognition in Data Streams.mp4 (69.88 MB)
5 -Case Study Revolutionizing Telecom Networks AI-Driven Anomaly Detection.mp4 (80.08 MB)
6 -Root Cause Analysis for Detected Anomalies.mp4 (70.14 MB)
7 -Case Study Enhancing Data Reliability with GenAI.mp4 (66.63 MB)
8 -Outlier Detection with Generative Models.mp4 (86.82 MB)
9 -Case Study Generative Models Transforming Anomaly Detection.mp4 (72.64 MB)
1 -Section Introduction.mp4 (23.87 MB)
10 -Leveraging GenAI for Data Quality Metrics.mp4 (77.54 MB)
11 -Case Study Transforming Data Quality.mp4 (78.31 MB)
12 -Section Summary.mp4 (21.42 MB)
2 -GenAI for Data Integrity Checks.mp4 (89.22 MB)
3 -Case Study Leveraging GenAI for Enhanced Data Integrity and Efficiency.mp4 (73.95 MB)
4 -Detecting Data Duplicates with GenAI.mp4 (66.82 MB)
5 -Case Study Harnessing Generative AI for Data Deduplication.mp4 (65.82 MB)
6 -GenAI for Automated Error Correction.mp4 (68.48 MB)
7 -Case Study Revolutionizing Data Quality.mp4 (62.34 MB)
8 -Data Consistency Verification.mp4 (72.99 MB)
9 -Case Study Enhancing Data Consistency in Healthcare with GenAI.mp4 (75.48 MB)
1 -Section Introduction.mp4 (25.75 MB)
10 -Monitoring Performance in GenAI Scaling.mp4 (72.19 MB)
11 -Case Study Optimizing GenAI Performance.mp4 (73.54 MB)
12 -Section Summary.mp4 (24.95 MB)
2 -Scalability Challenges in GenAI Pipelines.mp4 (73.88 MB)
3 -Case Study Scaling GenAI ShopWorld's Journey to Enhanced E-commerce.mp4 (72.93 MB)
4 -Efficient Resource Allocation for Scaling.mp4 (72.25 MB)
5 -Case Study Strategic Resource Management for Scaling GenAI Pipelines.mp4 (98.96 MB)
6 -Managing Latency in Scalable Pipelines.mp4 (73.74 MB)
7 -Case Study Optimizing Latency in GenAI Pipelines.mp4 (86.13 MB)
8 -Parallel Processing and GenAI Workloads.mp4 (75.03 MB)
9 -Case Study Optimizing GenAI Workloads.mp4 (86.78 MB)
1 -Section Introduction.mp4 (21.91 MB)
10 -Cost Optimization in Cloud-Based GenAI Scaling.mp4 (90.01 MB)
11 -Case Study Optimizing Cloud Costs for GenAI.mp4 (84.54 MB)
12 -Section Summary.mp4 (20.72 MB)
2 -GenAI Scaling on Azure Key Practices.mp4 (74.46 MB)
3 -Case Study Scaling GenAI at TechNova Strategies for Success on Azure.mp4 (79.43 MB)
4 -GCP-Specific Scaling Strategies for GenAI.mp4 (80.44 MB)
5 -Case Study Optimizing VisionTech's GenAI Scaling on Google Cloud.mp4 (65.08 MB)
6 -AWS Optimizations for GenAI Pipelines.mp4 (88.31 MB)
7 -Case Study Optimizing GenAI Pipelines on AWS.mp4 (82.68 MB)
8 -Resource Management for Cloud-Scaled GenAI.mp4 (81.91 MB)
9 -Case Study Optimizing Cloud Resources for Scalable GenAI.mp4 (84.76 MB)
1 -Section Introduction.mp4 (27.08 MB)
10 -Choosing the Right Tools for GenAI.mp4 (90.1 MB)
11 -Case Study Revolutionizing RetailTech.mp4 (85.83 MB)
12 -Section Summary.mp4 (25.33 MB)
2 -On-Premises vs Cloud GenAI for Data Engineering.mp4 (93.09 MB)
3 -Case Study Optimizing GenAI TechNova's Strategic Choice.mp4 (93.49 MB)
4 -Serverless Architectures for GenAI Pipelines.mp4 (90.33 MB)
5 -Case Study Leveraging Serverless Architectures for Scalable AI Pipelines.mp4 (76.63 MB)
6 -Containerized Environments for GenAI Applications.mp4 (91.17 MB)
7 -Case Study Containerization Transforming GenAI Deployment with Consistency.mp4 (75.92 MB)
8 -Hybrid Cloud Approaches for GenAI Workflows.mp4 (95.48 MB)
9 -Case Study Enhancing GenAI Workflows.mp4 (75.96 MB)
1 -Section Introduction.mp4 (26.27 MB)
10 -Continuous IntegrationContinuous Deployment (CICD) for GenAI.mp4 (82.86 MB)
11 -Case Study Optimizing GenAI CICD with MLflow, Jenkins, and Kubernetes.mp4 (84.07 MB)
12 -Section Summary.mp4 (23.73 MB)
2 -Testing GenAI Models for Production.mp4 (69.02 MB)
3 -Case Study Optimizing Ethical and Robust AI Chatbots.mp4 (76.28 MB)
4 -Data Pipeline Monitoring and Alerts.mp4 (73.47 MB)
5 -Case Study Optimizing Data Pipeline Monitoring for GenAI Success.mp4 (71.97 MB)
6 -Automated Maintenance of GenAI Systems.mp4 (91.99 MB)
7 -Case Study Automated Maintenance.mp4 (68.72 MB)
8 -Managing Data Drift in Production.mp4 (56.66 MB)
9 -Case Study Managing Data Drift FinSecure's GenAI Fraud Detection Success.mp4 (72.56 MB)
1 -Section Introduction.mp4 (20.74 MB)
10 -Using GenAI for Entity Recognition and Sentiment Analysis.mp4 (79.08 MB)
11 -Case Study Empowering NLP with GenAI.mp4 (78.66 MB)
12 -Section Summary.mp4 (18.51 MB)
2 -Leveraging GenAI for Text Data Transformation.mp4 (64.27 MB)
3 -Case Study Harnessing GenAI for Transformative Text Data Processing at ShopEase.mp4 (68.07 MB)
4 -Data Preprocessing for NLP with GenAI.mp4 (75.8 MB)
5 -Case Study Unlocking GenAI Potential Data Preprocessing in Healthcare.mp4 (65.7 MB)
6 -Embedding GenAI into Existing NLP Pipelines.mp4 (80.36 MB)
7 -Case Study Integrating GenAI into NLP Pipelines.mp4 (76.99 MB)
8 -Automated Summarization and Translation.mp4 (72.53 MB)
9 -Case Study Enhancing Global Communication.mp4 (76.16 MB)
1 -Conclusion.mp4 (34.79 MB)
1 -Section Introduction.mp4 (20.03 MB)
10 -Tools and Platforms for GenAI in Data Engineering.mp4 (87.96 MB)
11 -Case Study Transforming Data Engineering.mp4 (85.51 MB)
12 -Section Summary.mp4 (18.51 MB)
2 -Overview of GenAI in Data Engineering.mp4 (90.09 MB)
3 -Case Study Unlocking Strategic Data Management.mp4 (72.86 MB)
4 -GenAI Fundamentals for Data Engineering Applications.mp4 (78.33 MB)
5 -Case Study Harnessing Generative AI for Enhanced Data Engineering at DataCorp.mp4 (82.93 MB)
6 -Key Data Engineering Challenges and GenAI Solutions.mp4 (73.28 MB)
7 -Case Study Enhancing Healthcare Analytics with GenAI.mp4 (85.47 MB)
8 -GenAI for Data Engineering Lifecycle Optimization.mp4 (72.91 MB)
9 -Case Study Harnessing GenAI TechNova's Transformation in Data Engineering.mp4 (74.99 MB)
1 -Section Introduction.mp4 (23.53 MB)
10 -Data Augmentation Techniques with GenAI.mp4 (81.68 MB)
11 -Case Study GenAI-Driven Data Augmentation.mp4 (72.7 MB)
12 -Section Summary.mp4 (22.5 MB)
2 -Synthetic Data Generation for Data Engineering.mp4 (63.33 MB)
3 -Case Study Harnessing Synthetic Data.mp4 (65.54 MB)
4 -Automatic Data Extraction Using GenAI.mp4 (80.58 MB)
5 -Case Study Harnessing GenAI for Transformative Data Extraction.mp4 (86.22 MB)
6 -Schema Generation for Unstructured Data.mp4 (61.71 MB)
7 -Case Study Transforming Unstructured Data into Strategic Insights.mp4 (70.53 MB)
8 -Enhancing Data Variety with GenAI.mp4 (83.56 MB)
9 -Case Study Enhancing Healthcare Predictions.mp4 (66.41 MB)
1 -Section Introduction.mp4 (21.1 MB)
10 -Handling Missing Data with GenAI.mp4 (75.75 MB)
11 -Case Study Leveraging GenAI for Ethical and Effective Data Imputation.mp4 (67.66 MB)
12 -Section Summary.mp4 (23.37 MB)
2 -GenAI for Data Enrichment in Data Pipelines.mp4 (76.6 MB)
3 -Case Study Transforming Data Enrichment.mp4 (80.44 MB)
4 -Data Normalization with Generative Models.mp4 (75.38 MB)
5 -Case Study Optimizing Data Normalization for Enhanced GAN Performance.mp4 (59.54 MB)
6 -Automating Data Validation and Verification.mp4 (82.32 MB)
7 -Case Study Automating Healthcare Data Validation.mp4 (76.37 MB)
8 -GenAI in Streaming Data Processing.mp4 (83.75 MB)
9 -Case Study Transforming Urban Infrastructure.mp4 (77.33 MB)
1 -Section Introduction.mp4 (24.61 MB)
10 -Reducing Redundancy in Storage with GenAI.mp4 (88.37 MB)
11 -Case Study Optimizing Hospital Storage with GenAI.mp4 (86.23 MB)
12 -Section Summary.mp4 (22.18 MB)
2 -Data Compression Techniques using GenAI.mp4 (77.58 MB)
3 -Case Study Harnessing Generative AI for Efficient Video Data Compression.mp4 (80.08 MB)
4 -Data Reconstruction and Restoration.mp4 (84.55 MB)
5 -Case Study TechNova's AI-Driven Data Resilience.mp4 (83.66 MB)
6 -Storage Optimization for GenAI Pipelines.mp4 (87.04 MB)
7 -Case Study Optimizing GenAI Storage TechNova's Multi-Faceted Approach.mp4 (58.95 MB)
8 -Efficient Indexing for GenAI-Enhanced Databases.mp4 (90.46 MB)
9 -Case Study Optimizing Indexing Strategies for GenAI-Enhanced Databases.mp4 (70.72 MB)
1 -Section Introduction.mp4 (20.21 MB)
10 -Scaling Data Transformations with GenAI.mp4 (69.9 MB)
11 -Case Study Harnessing GenAI for Transformative Data Engineering.mp4 (76.1 MB)
12 -Section Summary.mp4 (27.51 MB)
2 -Schema Transformation using GenAI.mp4 (77.32 MB)
3 -Case Study Harnessing GenAI for Seamless Schema Transformation.mp4 (76.52 MB)
4 -Data Cleansing and Deduplication with GenAI.mp4 (72.37 MB)
5 -Case Study Leveraging GenAI for Enhanced Data Integrity in E-Commerce.mp4 (69.76 MB)
6 -Standardization and Normalization with GenAI.mp4 (58.39 MB)
7 -Case Study Optimizing GenAI Model Performance.mp4 (86.65 MB)
8 -Automating Data Transformation Workflows.mp4 (75.17 MB)
9 -Case Study Optimizing FinTech Data Transformation with GenAI.mp4 (74.33 MB)
1 -Section Introduction.mp4 (19.23 MB)
10 -Automating Data Exports with GenAI.mp4 (65.07 MB)
11 -Case Study Revolutionizing Data Exports.mp4 (71.82 MB)
12 -Section Summary.mp4 (26.05 MB)
2 -Automated Reporting using GenAI.mp4 (100.27 MB)
3 -Case Study Leveraging GenAI for Enhanced Automated Reporting.mp4 (88.07 MB)
4 -GenAI in Data Loading and Processing.mp4 (73.67 MB)
5 -Case Study Leveraging GenAI to Transform Data Engineering at TechNova.mp4 (64.79 MB)
6 -Generating Interactive Dashboards with GenAI.mp4 (78.57 MB)
7 -Case Study Revolutionizing RetailCorp.mp4 (84.34 MB)
8 -Insightful Data Summarization Techniques.mp4 (70.54 MB)
9 -Case Study Unlocking Strategic Insights.mp4 (75.7 MB)
1 -Section Introduction.mp4 (26.85 MB)
10 -Monitoring GenAI-Enhanced Pipelines.mp4 (68.13 MB)
11 -Case Study Unlocking AI Potential.mp4 (78.72 MB)
12 -Section Summary.mp4 (28.26 MB)
2 -Integrating GenAI into Legacy Pipelines.mp4 (76.2 MB)
3 -Case Study Integrating Generative AI.mp4 (81.61 MB)
4 -Enhancing Real-Time Pipelines with GenAI.mp4 (78.71 MB)
5 -Case Study Revolutionizing Telecom.mp4 (83.63 MB)
6 -GenAI for Microservices-Based Pipelines.mp4 (82.46 MB)
7 -Case Study Transforming Microservices.mp4 (77.45 MB)
8 -Building Hybrid GenAI and Traditional Pipelines.mp4 (102.97 MB)
9 -Case Study Transforming ShopSmart.mp4 (84.95 MB)
1 -Section Introduction.mp4 (19.86 MB)
10 -Cross-Modal Data Augmentation with GenAI.mp4 (85.05 MB)
11 -Case Study Cross-Modal Data Augmentation.mp4 (71.78 MB)
12 -Section Summary.mp4 (17.3 MB)
2 -Using GenAI to Create Diverse Data Scenarios.mp4 (70.22 MB)
3 -Case Study Harnessing GenAI to Overcome Data Scarcity.mp4 (82.8 MB)
4 -Augmenting Data with Simulated Variability.mp4 (89.67 MB)
5 -Case Study Enhancing Facial Recognition Accuracy.mp4 (63.15 MB)
6 -Enriching Sparse Datasets with GenAI.mp4 (70.68 MB)
7 -Case Study Leveraging GenAI to Overcome Sparse Datasets.mp4 (86.96 MB)
8 -Multi-Source Data Augmentation.mp4 (85.35 MB)
9 -Case Study Enhancing AI Sentiment Analysis.mp4 (88.32 MB)]
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