[FreeCourseSite.com] Udemy - Apache Spark for Java Developers

Torrent Hash:
D04DDAB185EBAED10AE6314431CF658E58C6C03B
Number of Files:
290
Content Size:
11.49GB
Convert On:
2020-08-17
Magnet Link:
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File Name
Size
1. Introduction/1. Welcome.mp4
51.47MB
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1. Introduction/1. Welcome.vtt
3.93KB
1. Introduction/2. Downloading the Code.html
447B
1. Introduction/3. Module 1 - Introduction.mp4
57.89MB
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1. Introduction/3. Module 1 - Introduction.vtt
5.26KB
1. Introduction/3.1 Practicals.zip.zip
79.25MB
1. Introduction/4. Spark Architecture and RDDs.mp4
86.01MB
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1. Introduction/4. Spark Architecture and RDDs.vtt
12.24KB
10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.mp4
88.2MB
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10. Sorts and Coalesce/1. Why do sorts not work with foreach in Spark.vtt
10.67KB
10. Sorts and Coalesce/2. Why Coalesce is the Wrong Solution.mp4
109.51MB
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10. Sorts and Coalesce/2. Why Coalesce is the Wrong Solution.vtt
14.74KB
10. Sorts and Coalesce/3. What is Coalesce used for in Spark.mp4
33.64MB
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10. Sorts and Coalesce/3. What is Coalesce used for in Spark.vtt
5.11KB
11. Deploying to AWS EMR (Optional)/1. How to start an EMR Spark Cluster.mp4
84.55MB
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11. Deploying to AWS EMR (Optional)/1. How to start an EMR Spark Cluster.vtt
11.77KB
11. Deploying to AWS EMR (Optional)/2. Packing a Spark Jar for EMR.mp4
94.71MB
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11. Deploying to AWS EMR (Optional)/2. Packing a Spark Jar for EMR.vtt
12.17KB
11. Deploying to AWS EMR (Optional)/3. Running a Spark Job on EMR.mp4
61.43MB
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11. Deploying to AWS EMR (Optional)/3. Running a Spark Job on EMR.vtt
8.75KB
11. Deploying to AWS EMR (Optional)/4. Understanding the Job Progress Output.mp4
35.26MB
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11. Deploying to AWS EMR (Optional)/4. Understanding the Job Progress Output.vtt
5.94KB
11. Deploying to AWS EMR (Optional)/5. Calculating EMR costs and Terminating the cluster.mp4
37.84MB
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11. Deploying to AWS EMR (Optional)/5. Calculating EMR costs and Terminating the cluster.vtt
5.16KB
12. Joins/1. Inner Joins.mp4
51.88MB
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12. Joins/1. Inner Joins.vtt
8.57KB
12. Joins/2. Left Outer Joins and Optionals.mp4
87.69MB
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12. Joins/2. Left Outer Joins and Optionals.vtt
30.25MB
12. Joins/3. Right Outer Joins.mp4
29.97MB
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12. Joins/3. Right Outer Joins.vtt
3.98KB
12. Joins/4. Full Joins and Cartesians.mp4
21.33MB
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12. Joins/4. Full Joins and Cartesians.vtt
4.11KB
13. Big Data Big Exercise/1. Introducing the Requirements.mp4
17.41MB
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13. Big Data Big Exercise/1. Introducing the Requirements.vtt
5.4KB
13. Big Data Big Exercise/1.1 Practical Guide.pdf.pdf
650.53KB
13. Big Data Big Exercise/10. Walkthrough - Step 8.mp4
20.32MB
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13. Big Data Big Exercise/2. Warmup.mp4
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15. Module 2 - Chapter 1 SparkSQL Introduction/1. Code for SQLDataFrames Section.html
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15. Module 2 - Chapter 1 SparkSQL Introduction/1.1 biglog.txt.txt
24.32MB
15. Module 2 - Chapter 1 SparkSQL Introduction/1.2 Code.zip.zip
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15. Module 2 - Chapter 1 SparkSQL Introduction/2. Introducing SparkSQL.mp4
33.52MB
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15. Module 2 - Chapter 1 SparkSQL Introduction/2. Introducing SparkSQL.vtt
6.62KB
16. SparkSQL Getting Started/1. SparkSQL Getting Started.mp4
198.97MB
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16. SparkSQL Getting Started/1. SparkSQL Getting Started.vtt
22.01KB
17. Datasets/1. Dataset Basics.mp4
72.5MB
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17. Datasets/1. Dataset Basics.vtt
7.21KB
17. Datasets/2. Filters using Expressions.mp4
68.69MB
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7.1KB
17. Datasets/3. Filters using Lambdas.mp4
36.68MB
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17. Datasets/3. Filters using Lambdas.vtt
4.01KB
17. Datasets/4. Filters using Columns.mp4
138.95MB
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17. Datasets/4. Filters using Columns.vtt
11.09KB
18. The Full SQL Syntax/1. Using a Spark Temporary View for SQL.mp4
120.64MB
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18. The Full SQL Syntax/1. Using a Spark Temporary View for SQL.vtt
14.46KB
19. In Memory Data/1. In Memory Data.mp4
139.68MB
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19. In Memory Data/1. In Memory Data.vtt
16KB
2. Getting Started/1. Warning - Java 91011 is not supported by Spark.html
1.29KB
2. Getting Started/2. Installing Spark.mp4
168.47MB
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2. Getting Started/2. Installing Spark.vtt
23.22KB
20. Groupings and Aggregations/1. Groupings and Aggregations.mp4
97.09MB
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20. Groupings and Aggregations/1. Groupings and Aggregations.vtt
14.13KB
21. Date Formatting/1. Date Formatting.mp4
60.65MB
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21. Date Formatting/1. Date Formatting.vtt
6.97KB
22. Multiple Groupings/1. Multiple Groupings.mp4
138.84MB
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22. Multiple Groupings/1. Multiple Groupings.vtt
15.06KB
23. Ordering/1. Ordering.mp4
146.37MB
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23. Ordering/1. Ordering.vtt
17.69KB
24. DataFrames API/1. SQL vs DataFrames.mp4
147.19MB
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24. DataFrames API/1. SQL vs DataFrames.vtt
15.63KB
24. DataFrames API/2. DataFrame Grouping.mp4
136.98MB
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24. DataFrames API/2. DataFrame Grouping.vtt
14.13KB
25. Pivot Tables/1. How does a Pivot Table work.mp4
39.21MB
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25. Pivot Tables/1. How does a Pivot Table work.vtt
7.01KB
25. Pivot Tables/2. Coding a Pivot Table in Spark.mp4
165.56MB
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25. Pivot Tables/2. Coding a Pivot Table in Spark.vtt
16.45KB
26. More Aggregations/1. How to use the agg method in Spark.mp4
195.98MB
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26. More Aggregations/1. How to use the agg method in Spark.vtt
20.23KB
27. Practical Exercise/1. Building a Pivot Table with Multiple Aggregations.mp4
80.65MB
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9.39KB
28. User Defined Functions/1. How to use a Lambda to write a UDF in Spark.mp4
88.42MB
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10.93KB
28. User Defined Functions/2. Using more than one input parameter in Spark UDF.mp4
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5.52KB
28. User Defined Functions/3. Using a UDF in Spark SQL.mp4
94.09MB
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9.78KB
29. SparkSQL Performance/1. Understand the SparkUI for SparkSQL.mp4
168.26MB
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29. SparkSQL Performance/1. Understand the SparkUI for SparkSQL.vtt
19.92KB
29. SparkSQL Performance/2. How does SQL and DataFrame performance compare.mp4
61.43MB
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29. SparkSQL Performance/3. Update - Setting spark.sql.shuffle.partitions.mp4
90.46MB
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29. SparkSQL Performance/3. Update - Setting spark.sql.shuffle.partitions.vtt
9.47KB
3. Reduces on RDDs/1. Reduces on RDDs.mp4
88.32MB
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3. Reduces on RDDs/1. Reduces on RDDs.vtt
14.79KB
30. HashAggregation/1. Explaining Execution Plans.mp4
93.95MB
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30. HashAggregation/1. Explaining Execution Plans.vtt
8.49KB
30. HashAggregation/2. How does HashAggregation work.mp4
109.01MB
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30. HashAggregation/2. How does HashAggregation work.vtt
16.49KB
30. HashAggregation/3. How can I force Spark to use HashAggregation.mp4
110.6MB
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30. HashAggregation/3. How can I force Spark to use HashAggregation.vtt
14.49KB
30. HashAggregation/4. SQL vs DataFrames Performance Results.mp4
11.51MB
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30. HashAggregation/4. SQL vs DataFrames Performance Results.vtt
2.62KB
31. SparkSQL Performance vs RDDs/1. SparkSQL Performance vs RDDs.mp4
75.44MB
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31. SparkSQL Performance vs RDDs/1. SparkSQL Performance vs RDDs.vtt
7.78KB
32. Module 3 - SparkML for Machine Learning/1. Welcome to Module 3.html
282B
32. Module 3 - SparkML for Machine Learning/1.1 MLCode.zip.zip
5.56MB
32. Module 3 - SparkML for Machine Learning/2. What is Machine Learning.mp4
26.59MB
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32. Module 3 - SparkML for Machine Learning/2. What is Machine Learning.vtt
4.65KB
32. Module 3 - SparkML for Machine Learning/3. Coming up in this Module - and introducing Kaggle.mp4
22.61MB
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32. Module 3 - SparkML for Machine Learning/3. Coming up in this Module - and introducing Kaggle.vtt
3.39KB
32. Module 3 - SparkML for Machine Learning/4. Supervised vs Unsupervised Learning.mp4
40.37MB
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32. Module 3 - SparkML for Machine Learning/4. Supervised vs Unsupervised Learning.vtt
11.1KB
32. Module 3 - SparkML for Machine Learning/5. The Model Building Process.mp4
65.49MB
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32. Module 3 - SparkML for Machine Learning/5. The Model Building Process.vtt
9.55KB
33. Linear Regression Models/1. Introducing Linear Regression.mp4
26.63MB
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33. Linear Regression Models/1. Introducing Linear Regression.vtt
7.32KB
33. Linear Regression Models/2. Beginning Coding Linear Regressions.mp4
56.02MB
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33. Linear Regression Models/2. Beginning Coding Linear Regressions.vtt
7.47KB
33. Linear Regression Models/3. Assembling a Vector of Features.mp4
81.52MB
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33. Linear Regression Models/3. Assembling a Vector of Features.vtt
11.27KB
33. Linear Regression Models/4. Model Fitting.mp4
63.19MB
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33. Linear Regression Models/4. Model Fitting.vtt
8.18KB
34. Training Data/1. Training vs Test and Holdout Data.mp4
22.8MB
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34. Training Data/1. Training vs Test and Holdout Data.vtt
5.77KB
34. Training Data/2. Using data from Kaggle.mp4
48.89MB
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34. Training Data/2. Using data from Kaggle.vtt
6.12KB
34. Training Data/3. Practical Walkthrough.mp4
47.05MB
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34. Training Data/3. Practical Walkthrough.vtt
4.81KB
34. Training Data/4. Splitting Training Data with Random Splits.mp4
46.2MB
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34. Training Data/4. Splitting Training Data with Random Splits.vtt
5.8KB
34. Training Data/5. Assessing Model Accuracy with R2 and RMSE.mp4
67.12MB
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34. Training Data/5. Assessing Model Accuracy with R2 and RMSE.vtt
8.46KB
35. Model Fitting Parameters/1. Setting Linear Regression Parameters.mp4
112.87MB
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35. Model Fitting Parameters/1. Setting Linear Regression Parameters.vtt
14.1KB
35. Model Fitting Parameters/2. Training, Test and Holdout Data.mp4
123.07MB
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35. Model Fitting Parameters/2. Training, Test and Holdout Data.vtt
15.57KB
36. Feature Selection/1. Describing the Features.mp4
93.65MB
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36. Feature Selection/1. Describing the Features.vtt
16.66KB
36. Feature Selection/2. Correlation of Fetures.mp4
61.99MB
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36. Feature Selection/2. Correlation of Fetures.vtt
7.22KB
36. Feature Selection/3. Identifying and Eliminating Duplicated Features.mp4
119.15MB
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36. Feature Selection/3. Identifying and Eliminating Duplicated Features.vtt
14.09KB
36. Feature Selection/4. Data Preparation.mp4
9.99MB
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36. Feature Selection/4. Data Preparation.vtt
4.81KB
37. Non-Numeric Data/1. Using OneHotEncoding.mp4
116.32MB
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37. Non-Numeric Data/1. Using OneHotEncoding.vtt
16.11KB
37. Non-Numeric Data/2. Understanding Vectors.mp4
125.31MB
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37. Non-Numeric Data/2. Understanding Vectors.vtt
13.18KB
38. Pipelines/1. Pipelines.mp4
223.14MB
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38. Pipelines/1. Pipelines.vtt
23.08KB
39. Case Study/1. Requirements.mp4
55.67MB
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39. Case Study/1. Requirements.vtt
14.01KB
39. Case Study/2. Case Study - Walkthrough Part 1.mp4
151.58MB
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39. Case Study/2. Case Study - Walkthrough Part 1.vtt
13.65KB
39. Case Study/3. Case Study - Walkthrough Part 2.mp4
140.06MB
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39. Case Study/3. Case Study - Walkthrough Part 2.vtt
12.78KB
4. Mapping and Outputting/1. Mapping Operations.mp4
45.16MB
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7.44KB
4. Mapping and Outputting/2. Outputting Results to the Console.mp4
41.73MB
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5.47KB
4. Mapping and Outputting/3. Counting Big Data Items.mp4
47.15MB
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4. Mapping and Outputting/4. If you've had a NotSerializableException in Spark.mp4
48.66MB
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6.55KB
40. Logistic Regression/1. Code for chapters 9-12.html
188B
40. Logistic Regression/1.1 MLCodeChapters9-12.zip.zip
3.47MB
40. Logistic Regression/2. TrueFalse Negatives and Postives.mp4
33.12MB
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9.7KB
40. Logistic Regression/3. Coding a Logistic Regression.mp4
229.92MB
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22.39KB
41. Decision Trees/1. Overview of Decision Trees.mp4
91.28MB
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15.81KB
41. Decision Trees/2. Building the Model.mp4
253.26MB
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24.86KB
41. Decision Trees/3. Interpreting a Decision Tree.mp4
50.73MB
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6.62KB
41. Decision Trees/4. Random Forests.mp4
64.09MB
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41. Decision Trees/4. Random Forests.vtt
6.85KB
42. K Means Clustering/1. K Means Clustering.mp4
211.52MB
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42. K Means Clustering/1. K Means Clustering.vtt
24.4KB
43. Recommender Systems/1. Overview and Matrix Factorisation.mp4
34.94MB
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6.43KB
43. Recommender Systems/2. Building the Model.mp4
257.73MB
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43. Recommender Systems/2. Building the Model.vtt
28.68KB
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/1. Welcome to Module 4 - Spark Streaming.html
345B
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/1.1 Code.zip.zip
14.63MB
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/2. Streaming Chapter 1 - Introduction to Streaming.mp4
51.67MB
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/2. Streaming Chapter 1 - Introduction to Streaming.vtt
9.28KB
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3. DStreams.mp4
49.81MB
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3. DStreams.vtt
8.54KB
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/3.1 LoggingServer.zip.zip
560B
44. Module 4 -Spark Streaming and Structured Streaming with Kafka/4. Starting a Streaming Job.mp4
127.92MB
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/4. Starting a Streaming Job.vtt
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/5. Streaming Transformations.mp4
98.03MB
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/5. Streaming Transformations.vtt
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/6. Streaming Aggregations.mp4
63.95MB
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/6. Streaming Aggregations.vtt
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/7. SparkUI for Streaming Jobs.mp4
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/7. SparkUI for Streaming Jobs.vtt
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/8. Windowing Batches.mp4
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44. Module 4 -Spark Streaming and Structured Streaming with Kafka/8. Windowing Batches.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/1. Overview of Kafka.mp4
47.07MB
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45. Streaming Chapter 2 - Streaming with Apache Kafka/1. Overview of Kafka.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/2. Installing Kafka.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/2. Installing Kafka.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/3. Using a Kafka Event Simulator.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/3. Using a Kafka Event Simulator.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/3.1 viewing-figures-generation.zip.zip
3.63MB
45. Streaming Chapter 2 - Streaming with Apache Kafka/4. Integrating Kafka with Spark.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/4. Integrating Kafka with Spark.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/5. Using KafkaUtils to access a DStream.mp4
188.2MB
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45. Streaming Chapter 2 - Streaming with Apache Kafka/5. Using KafkaUtils to access a DStream.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/6. Writing a Kafka Aggegration.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/6. Writing a Kafka Aggegration.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/7. Adding a Window.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/7. Adding a Window.vtt
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45. Streaming Chapter 2 - Streaming with Apache Kafka/8. Adding a Slide Interval.mp4
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45. Streaming Chapter 2 - Streaming with Apache Kafka/8. Adding a Slide Interval.vtt
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46. Streaming Chapter 3- Structured Streaming/1. Structured Streaming Overview.mp4
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46. Streaming Chapter 3- Structured Streaming/1. Structured Streaming Overview.vtt
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46. Streaming Chapter 3- Structured Streaming/2. Data Sinks.mp4
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46. Streaming Chapter 3- Structured Streaming/2. Data Sinks.vtt
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46. Streaming Chapter 3- Structured Streaming/3. Structured Streaming Output Modes.mp4
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46. Streaming Chapter 3- Structured Streaming/3. Structured Streaming Output Modes.vtt
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46. Streaming Chapter 3- Structured Streaming/4. Windows and Watermarks.mp4
123.18MB
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46. Streaming Chapter 3- Structured Streaming/4. Windows and Watermarks.vtt
12.13KB
46. Streaming Chapter 3- Structured Streaming/5. What is the Batch Size in Structured Streaming.mp4
126.07MB
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46. Streaming Chapter 3- Structured Streaming/5. What is the Batch Size in Structured Streaming.vtt
12.89KB
46. Streaming Chapter 3- Structured Streaming/6. Kafka Structured Streaming Pipelines.mp4
34.58MB
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46. Streaming Chapter 3- Structured Streaming/6. Kafka Structured Streaming Pipelines.vtt
8.02KB
5. Tuples/1. RDDs of Objects.mp4
58.95MB
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5. Tuples/1. RDDs of Objects.vtt
8.36KB
5. Tuples/2. Tuples and RDDs.mp4
71.91MB
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5. Tuples/2. Tuples and RDDs.vtt
10.38KB
6. PairRDDs/1. Overview of PairRDDs.mp4
57.04MB
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6. PairRDDs/1. Overview of PairRDDs.vtt
9.75KB
6. PairRDDs/2. Building a PairRDD.mp4
77.63MB
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6. PairRDDs/2. Building a PairRDD.vtt
10.42KB
6. PairRDDs/3. Coding a ReduceByKey.mp4
78.52MB
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6. PairRDDs/3. Coding a ReduceByKey.vtt
12.7KB
6. PairRDDs/4. Using the Fluent API.mp4
62.84MB
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6. PairRDDs/4. Using the Fluent API.vtt
7.28KB
6. PairRDDs/5. Grouping By Key.mp4
52.5MB
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6. PairRDDs/5. Grouping By Key.vtt
5.47KB
7. FlatMaps and Filters/1. FlatMaps.mp4
69.04MB
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7. FlatMaps and Filters/1. FlatMaps.vtt
10.11KB
7. FlatMaps and Filters/2. Filters.mp4
42.06MB
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7. FlatMaps and Filters/2. Filters.vtt
5.28KB
8. Reading from Disk/1. Reading from Disk.mp4
138.01MB
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8. Reading from Disk/1. Reading from Disk.vtt
13.95KB
9. Keyword Ranking Practical/1. Practical Requirements.mp4
106.41MB
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9. Keyword Ranking Practical/1. Practical Requirements.vtt
12.55KB
9. Keyword Ranking Practical/2. Worked Solution.mp4
136MB
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9. Keyword Ranking Practical/2. Worked Solution.vtt
16.9KB
9. Keyword Ranking Practical/3. Worked Solution (continued) with Sorting.mp4
156.25MB
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9. Keyword Ranking Practical/3. Worked Solution (continued) with Sorting.vtt
15.28KB
[CourseClub.ME].url
122B
[FCS Forum].url
133B
[FreeCourseSite.com].url
127B

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