| Udemy - Apache Spark for Java Developers/43. Recommender Systems/2. Building the Model.mp4 |
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| Udemy - Apache Spark for Java Developers/1. Introduction/1. Welcome.vtt |
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| Udemy - Apache Spark for Java Developers/1. Introduction/2. Downloading the Code.html |
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| Udemy - Apache Spark for Java Developers/1. Introduction/3. Module 1 - Introduction.mp4 |
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| Udemy - Apache Spark for Java Developers/1. Introduction/3.1 Practicals.zip.zip |
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| Udemy - Apache Spark for Java Developers/2. Getting Started/1. Warning - Java 91011 is not supported by Spark.html |
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| Udemy - Apache Spark for Java Developers/2. Getting Started/2. Installing Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/3. Reduces on RDDs/1. Reduces on RDDs.mp4 |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/1. Mapping Operations.mp4 |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/1. Mapping Operations.vtt |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/2. Outputting Results to the Console.mp4 |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/3. Counting Big Data Items.mp4 |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/4. If you've had a NotSerializableException in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/4. Mapping and Outputting/4. If you've had a NotSerializableException in Spark.vtt |
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| Udemy - Apache Spark for Java Developers/5. Tuples/1. RDDs of Objects.mp4 |
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| Udemy - Apache Spark for Java Developers/5. Tuples/2. Tuples and RDDs.mp4 |
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| Udemy - Apache Spark for Java Developers/6. PairRDDs/1. Overview of PairRDDs.mp4 |
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| Udemy - Apache Spark for Java Developers/6. PairRDDs/2. Building a PairRDD.mp4 |
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| Udemy - Apache Spark for Java Developers/6. PairRDDs/3. Coding a ReduceByKey.mp4 |
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| Udemy - Apache Spark for Java Developers/6. PairRDDs/4. Using the Fluent API.mp4 |
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| Udemy - Apache Spark for Java Developers/6. PairRDDs/5. Grouping By Key.mp4 |
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| Udemy - Apache Spark for Java Developers/7. FlatMaps and Filters/1. FlatMaps.mp4 |
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| Udemy - Apache Spark for Java Developers/7. FlatMaps and Filters/1. FlatMaps.vtt |
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| Udemy - Apache Spark for Java Developers/7. FlatMaps and Filters/2. Filters.mp4 |
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| Udemy - Apache Spark for Java Developers/8. Reading from Disk/1. Reading from Disk.mp4 |
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| Udemy - Apache Spark for Java Developers/9. Keyword Ranking Practical/1. Practical Requirements.mp4 |
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| Udemy - Apache Spark for Java Developers/9. Keyword Ranking Practical/2. Worked Solution.mp4 |
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| Udemy - Apache Spark for Java Developers/9. Keyword Ranking Practical/3. Worked Solution (continued) with Sorting.mp4 |
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| Udemy - Apache Spark for Java Developers/10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.vtt |
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| Udemy - Apache Spark for Java Developers/10. Sorts and Coalesce/2. Why Coalesce is the Wrong Solution.mp4 |
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| Udemy - Apache Spark for Java Developers/10. Sorts and Coalesce/3. What is Coalesce used for in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/11. Deploying to AWS EMR (Optional)/1. How to start an EMR Spark Cluster.mp4 |
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| Udemy - Apache Spark for Java Developers/11. Deploying to AWS EMR (Optional)/2. Packing a Spark Jar for EMR.mp4 |
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| Udemy - Apache Spark for Java Developers/11. Deploying to AWS EMR (Optional)/3. Running a Spark Job on EMR.mp4 |
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| Udemy - Apache Spark for Java Developers/11. Deploying to AWS EMR (Optional)/4. Understanding the Job Progress Output.mp4 |
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| Udemy - Apache Spark for Java Developers/11. Deploying to AWS EMR (Optional)/5. Calculating EMR costs and Terminating the cluster.mp4 |
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| Udemy - Apache Spark for Java Developers/12. Joins/1. Inner Joins.mp4 |
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| Udemy - Apache Spark for Java Developers/12. Joins/1. Inner Joins.vtt |
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| Udemy - Apache Spark for Java Developers/12. Joins/2. Left Outer Joins and Optionals.mp4 |
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| Udemy - Apache Spark for Java Developers/12. Joins/3. Right Outer Joins.mp4 |
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| Udemy - Apache Spark for Java Developers/12. Joins/4. Full Joins and Cartesians.mp4 |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/1. Introducing the Requirements.mp4 |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/1. Introducing the Requirements.vtt |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/1.1 Practical Guide.pdf.pdf |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/3. Main Exercise Requirments.mp4 |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/4. Walkthrough - Step 2.mp4 |
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| Udemy - Apache Spark for Java Developers/13. Big Data Big Exercise/11. Walkthrough - Step 9, adding titles and using the Big Data file.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/1. Transformations and Actions.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/2. The DAG and SparkUI.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/3. Narrow vs Wide Transformations.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/4. Shuffles.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/5. Dealing with Key Skews.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/6. Avoiding groupByKey and using map-side-reduces instead.mp4 |
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| Udemy - Apache Spark for Java Developers/14. RDD Performance/7. Caching and Persistence.mp4 |
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| Udemy - Apache Spark for Java Developers/15. Module 2 - Chapter 1 SparkSQL Introduction/1. Code for SQLDataFrames Section.html |
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| Udemy - Apache Spark for Java Developers/15. Module 2 - Chapter 1 SparkSQL Introduction/1.1 biglog.txt.txt |
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| Udemy - Apache Spark for Java Developers/15. Module 2 - Chapter 1 SparkSQL Introduction/1.2 Code.zip.zip |
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| Udemy - Apache Spark for Java Developers/15. Module 2 - Chapter 1 SparkSQL Introduction/2. Introducing SparkSQL.mp4 |
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| Udemy - Apache Spark for Java Developers/16. SparkSQL Getting Started/1. SparkSQL Getting Started.mp4 |
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| Udemy - Apache Spark for Java Developers/17. Datasets/1. Dataset Basics.mp4 |
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| Udemy - Apache Spark for Java Developers/17. Datasets/2. Filters using Expressions.mp4 |
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| Udemy - Apache Spark for Java Developers/17. Datasets/3. Filters using Lambdas.mp4 |
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| Udemy - Apache Spark for Java Developers/17. Datasets/4. Filters using Columns.mp4 |
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| Udemy - Apache Spark for Java Developers/18. The Full SQL Syntax/1. Using a Spark Temporary View for SQL.mp4 |
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| Udemy - Apache Spark for Java Developers/19. In Memory Data/1. In Memory Data.mp4 |
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| Udemy - Apache Spark for Java Developers/20. Groupings and Aggregations/1. Groupings and Aggregations.mp4 |
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| Udemy - Apache Spark for Java Developers/21. Date Formatting/1. Date Formatting.mp4 |
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| Udemy - Apache Spark for Java Developers/22. Multiple Groupings/1. Multiple Groupings.mp4 |
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| Udemy - Apache Spark for Java Developers/23. Ordering/1. Ordering.mp4 |
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| Udemy - Apache Spark for Java Developers/24. DataFrames API/1. SQL vs DataFrames.mp4 |
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| Udemy - Apache Spark for Java Developers/24. DataFrames API/1. SQL vs DataFrames.vtt |
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| Udemy - Apache Spark for Java Developers/24. DataFrames API/2. DataFrame Grouping.mp4 |
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| Udemy - Apache Spark for Java Developers/25. Pivot Tables/1. How does a Pivot Table work.mp4 |
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| Udemy - Apache Spark for Java Developers/25. Pivot Tables/1. How does a Pivot Table work.vtt |
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| Udemy - Apache Spark for Java Developers/25. Pivot Tables/2. Coding a Pivot Table in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/26. More Aggregations/1. How to use the agg method in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/26. More Aggregations/1. How to use the agg method in Spark.vtt |
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| Udemy - Apache Spark for Java Developers/27. Practical Exercise/1. Building a Pivot Table with Multiple Aggregations.mp4 |
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| Udemy - Apache Spark for Java Developers/28. User Defined Functions/1. How to use a Lambda to write a UDF in Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/28. User Defined Functions/2. Using more than one input parameter in Spark UDF.mp4 |
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| Udemy - Apache Spark for Java Developers/28. User Defined Functions/3. Using a UDF in Spark SQL.mp4 |
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| Udemy - Apache Spark for Java Developers/29. SparkSQL Performance/1. Understand the SparkUI for SparkSQL.mp4 |
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| Udemy - Apache Spark for Java Developers/29. SparkSQL Performance/2. How does SQL and DataFrame performance compare.mp4 |
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| Udemy - Apache Spark for Java Developers/29. SparkSQL Performance/3. Update - Setting spark.sql.shuffle.partitions.mp4 |
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| Udemy - Apache Spark for Java Developers/30. HashAggregation/1. Explaining Execution Plans.mp4 |
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| Udemy - Apache Spark for Java Developers/30. HashAggregation/2. How does HashAggregation work.mp4 |
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| Udemy - Apache Spark for Java Developers/30. HashAggregation/3. How can I force Spark to use HashAggregation.mp4 |
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| Udemy - Apache Spark for Java Developers/30. HashAggregation/4. SQL vs DataFrames Performance Results.mp4 |
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| Udemy - Apache Spark for Java Developers/31. SparkSQL Performance vs RDDs/1. SparkSQL Performance vs RDDs.mp4 |
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| Udemy - Apache Spark for Java Developers/31. SparkSQL Performance vs RDDs/1. SparkSQL Performance vs RDDs.vtt |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/1. Welcome to Module 3.html |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/1.1 MLCode.zip.zip |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/2. What is Machine Learning.mp4 |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/3. Coming up in this Module - and introducing Kaggle.mp4 |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/4. Supervised vs Unsupervised Learning.mp4 |
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| Udemy - Apache Spark for Java Developers/32. Module 3 - SparkML for Machine Learning/5. The Model Building Process.mp4 |
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| Udemy - Apache Spark for Java Developers/33. Linear Regression Models/1. Introducing Linear Regression.mp4 |
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| Udemy - Apache Spark for Java Developers/33. Linear Regression Models/3. Assembling a Vector of Features.mp4 |
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| Udemy - Apache Spark for Java Developers/34. Training Data/1. Training vs Test and Holdout Data.mp4 |
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| Udemy - Apache Spark for Java Developers/34. Training Data/2. Using data from Kaggle.mp4 |
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| Udemy - Apache Spark for Java Developers/34. Training Data/3. Practical Walkthrough.mp4 |
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| Udemy - Apache Spark for Java Developers/34. Training Data/5. Assessing Model Accuracy with R2 and RMSE.mp4 |
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| Udemy - Apache Spark for Java Developers/35. Model Fitting Parameters/1. Setting Linear Regression Parameters.mp4 |
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| Udemy - Apache Spark for Java Developers/36. Feature Selection/1. Describing the Features.mp4 |
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| Udemy - Apache Spark for Java Developers/36. Feature Selection/2. Correlation of Fetures.mp4 |
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| Udemy - Apache Spark for Java Developers/36. Feature Selection/3. Identifying and Eliminating Duplicated Features.mp4 |
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| Udemy - Apache Spark for Java Developers/37. Non-Numeric Data/2. Understanding Vectors.mp4 |
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| Udemy - Apache Spark for Java Developers/38. Pipelines/1. Pipelines.mp4 |
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| Udemy - Apache Spark for Java Developers/39. Case Study/1. Requirements.mp4 |
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| Udemy - Apache Spark for Java Developers/39. Case Study/1. Requirements.vtt |
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| Udemy - Apache Spark for Java Developers/39. Case Study/2. Case Study - Walkthrough Part 1.mp4 |
151.6 MB |
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| Udemy - Apache Spark for Java Developers/39. Case Study/3. Case Study - Walkthrough Part 2.mp4 |
140.1 MB |
| Udemy - Apache Spark for Java Developers/39. Case Study/3. Case Study - Walkthrough Part 2.vtt |
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| Udemy - Apache Spark for Java Developers/40. Logistic Regression/1. Code for chapters 9-12.html |
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| Udemy - Apache Spark for Java Developers/40. Logistic Regression/2. TrueFalse Negatives and Postives.mp4 |
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| Udemy - Apache Spark for Java Developers/40. Logistic Regression/3. Coding a Logistic Regression.mp4 |
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| Udemy - Apache Spark for Java Developers/40. Logistic Regression/3. Coding a Logistic Regression.vtt |
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| Udemy - Apache Spark for Java Developers/41. Decision Trees/1. Overview of Decision Trees.mp4 |
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| Udemy - Apache Spark for Java Developers/41. Decision Trees/1. Overview of Decision Trees.vtt |
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| Udemy - Apache Spark for Java Developers/41. Decision Trees/2. Building the Model.mp4 |
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| Udemy - Apache Spark for Java Developers/41. Decision Trees/3. Interpreting a Decision Tree.mp4 |
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| Udemy - Apache Spark for Java Developers/41. Decision Trees/4. Random Forests.mp4 |
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| Udemy - Apache Spark for Java Developers/42. K Means Clustering/1. K Means Clustering.mp4 |
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| Udemy - Apache Spark for Java Developers/42. K Means Clustering/1. K Means Clustering.vtt |
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| Udemy - Apache Spark for Java Developers/43. Recommender Systems/1. Overview and Matrix Factorisation.mp4 |
34.9 MB |
| Udemy - Apache Spark for Java Developers/43. Recommender Systems/1. Overview and Matrix Factorisation.vtt |
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| Udemy - Apache Spark for Java Developers/1. Introduction/1. Welcome.mp4 |
51.5 MB |
| Udemy - Apache Spark for Java Developers/43. Recommender Systems/2. Building the Model.vtt |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/1. Welcome to Module 4 - Spark Streaming.html |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/1.1 Code.zip.zip |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/2. Streaming Chapter 1 - Introduction to Streaming.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3. DStreams.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3. DStreams.vtt |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3.1 LoggingServer.zip.zip |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/4. Starting a Streaming Job.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/4. Starting a Streaming Job.vtt |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/5. Streaming Transformations.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/6. Streaming Aggregations.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/6. Streaming Aggregations.vtt |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/7. SparkUI for Streaming Jobs.mp4 |
27 MB |
| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/7. SparkUI for Streaming Jobs.vtt |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/8. Windowing Batches.mp4 |
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| Udemy - Apache Spark for Java Developers/44. Module 4 -Spark Streaming and Structured Streaming with Kafka/8. Windowing Batches.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/1. Overview of Kafka.mp4 |
47.1 MB |
| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/1. Overview of Kafka.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/2. Installing Kafka.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/2. Installing Kafka.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/3. Using a Kafka Event Simulator.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/3. Using a Kafka Event Simulator.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/3.1 viewing-figures-generation.zip.zip |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/4. Integrating Kafka with Spark.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/4. Integrating Kafka with Spark.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/5. Using KafkaUtils to access a DStream.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/6. Writing a Kafka Aggegration.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/6. Writing a Kafka Aggegration.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/7. Adding a Window.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/7. Adding a Window.vtt |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/8. Adding a Slide Interval.mp4 |
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| Udemy - Apache Spark for Java Developers/45. Streaming Chapter 2 - Streaming with Apache Kafka/8. Adding a Slide Interval.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/1. Structured Streaming Overview.mp4 |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/1. Structured Streaming Overview.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/2. Data Sinks.mp4 |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/2. Data Sinks.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/3. Structured Streaming Output Modes.mp4 |
108.9 MB |
| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/3. Structured Streaming Output Modes.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/4. Windows and Watermarks.mp4 |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/4. Windows and Watermarks.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/5. What is the Batch Size in Structured Streaming.mp4 |
126.1 MB |
| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/5. What is the Batch Size in Structured Streaming.vtt |
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| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/6. Kafka Structured Streaming Pipelines.mp4 |
34.6 MB |
| Udemy - Apache Spark for Java Developers/46. Streaming Chapter 3- Structured Streaming/6. Kafka Structured Streaming Pipelines.vtt |
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