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[FreeCourseLab.com] Udemy - Apache Spark 2.0 + Python DO Big Data Analytics & ML

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种子名称: [FreeCourseLab.com] Udemy - Apache Spark 2.0 + Python DO Big Data Analytics & ML
文件类型: 视频
文件数目: 47个文件
文件大小: 880.75 MB
收录时间: 2023-8-21 23:08
已经下载: 3
资源热度: 223
最近下载: 2024-11-20 05:24

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[FreeCourseLab.com] Udemy - Apache Spark 2.0 + Python DO Big Data Analytics & ML.torrent
  • 1. Kick-start your learning/1. Meet Your Mentor.mp45.86MB
  • 1. Kick-start your learning/2. Your learning Process - Learn, Train, Practice and Apply.mp46.16MB
  • 1. Kick-start your learning/3. Your Course Guide - Pathway to success.mp412.19MB
  • 2. Introduction to Apache Spark/1. Start your Spark engines.mp413.44MB
  • 2. Introduction to Apache Spark/2. train Setup your Spark Python environment.mp427.61MB
  • 2. Introduction to Apache Spark/3. train Run your first Spark Program !.mp413.15MB
  • 2. Introduction to Apache Spark/4. Apache Spark eco-system.mp410.06MB
  • 2. Introduction to Apache Spark/5. RDD The foundation of Spark.mp49.1MB
  • 2. Introduction to Apache Spark/6. Spark Architecture - How it all works..mp418.72MB
  • 2. Introduction to Apache Spark/7. Spark Project work flow - How it gets done..mp46.56MB
  • 3. Spark Programming with Python/1. Loading and Storing Data.mp414.67MB
  • 3. Spark Programming with Python/10. Key-Value RDDs.mp47.28MB
  • 3. Spark Programming with Python/11. train Key-Value RDDs.mp416.18MB
  • 3. Spark Programming with Python/13. Advanced Spark.mp417.74MB
  • 3. Spark Programming with Python/14. train Advanced Spark - Enhanced Capabilities.mp414.19MB
  • 3. Spark Programming with Python/2. train Loading and Storing Data.mp418.1MB
  • 3. Spark Programming with Python/4. Transformations - Change how data looks.mp416.2MB
  • 3. Spark Programming with Python/5. train Transformations.mp433.34MB
  • 3. Spark Programming with Python/7. Actions - Extract insights from Data.mp414.24MB
  • 3. Spark Programming with Python/8. train Actions.mp418.73MB
  • 4. Spark SQL/1. Spark SQL Data Frames - the new era.mp413.25MB
  • 4. Spark SQL/2. train SQL Data Frames.mp426.04MB
  • 4. Spark SQL/4. Temp Tables Views - Easy querying.mp44.56MB
  • 4. Spark SQL/5. train Temp Tables Views.mp411.49MB
  • 5. Spark Streaming/1. Spark Streaming - real time data processing.mp48.77MB
  • 5. Spark Streaming/2. Spark Streaming Architecture - how it works..mp412.1MB
  • 5. Spark Streaming/3. train Spark Streaming.mp427.19MB
  • 6. Machine Learning with Spark/1. Types of Analytics - simple to predictive.mp420.46MB
  • 6. Machine Learning with Spark/10. Random Forest Classification.mp417.87MB
  • 6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp440.41MB
  • 6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp425.91MB
  • 6. Machine Learning with Spark/13. Naive Bayes Classification.mp434.13MB
  • 6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-processing Use Case.mp419.84MB
  • 6. Machine Learning with Spark/15. K-Means Clustering - grouping similar items.mp420.57MB
  • 6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp422.47MB
  • 6. Machine Learning with Spark/17. Recommendation Engines.mp420.61MB
  • 6. Machine Learning with Spark/18. train Recommendation Engines Use Case.mp412.24MB
  • 6. Machine Learning with Spark/2. Types of Machine Learning.mp429.12MB
  • 6. Machine Learning with Spark/3. Analyzing results and Errors.mp423.83MB
  • 6. Machine Learning with Spark/4. Spark ML Concepts - new data types.mp413.39MB
  • 6. Machine Learning with Spark/5. Linear Regression - fit to a line.mp432.97MB
  • 6. Machine Learning with Spark/6. train Linear Regression Use Case.mp444.83MB
  • 6. Machine Learning with Spark/7. Decision Trees Classification.mp418.44MB
  • 6. Machine Learning with Spark/8. train Decision Trees Use Case.mp432.15MB
  • 6. Machine Learning with Spark/9. Principal Component Analysis.mp412.55MB
  • 7. APPLY Your Course Challenge Project/3. Final Solution Review - we did it !.mp439.81MB
  • 8. Conclusion/1. Closing Remarks.mp42.2MB