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[ DevCourseWeb com ] Udemy - Apache Spark - Master Big Data with PySpark and DataBricks
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1. Introduction
1. Introduction.mp4
1. Introduction.srt
2. Databricks setup.mp4
2. Databricks setup.srt
3. Upload files to DBFS.mp4
3. Upload files to DBFS.srt
4. Importing Notebooks into Databricks workspace.mp4
4. Importing Notebooks into Databricks workspace.srt
10. Spark Structured Streaming
1. Streaming concepts - Hands-on.mp4
1. Streaming concepts - Hands-on.srt
1.2 Streaming Concepts.dbc
Sreaming json data
1.json
10.json
11.json
12.json
13.json
14.json
15.json
16.json
17.json
18.json
19.json
2.json
20.json
3.json
4.json
5.json
6.json
7.json
8.json
9.json
11. USE CASE Spark Structured Streaming with Kafka
1. Structured streaming with Kafka - Concepts.mp4
1. Structured streaming with Kafka - Concepts.srt
1.1 Structured streaming using kafka.pptx
2. Demo - Anonymous wikipedia edits.mp4
2. Demo - Anonymous wikipedia edits.srt
2.1 Wiki anonymous edit using Kafka.dbc
12. USE CASE Natural Language Processing
1. Overview.mp4
1. Overview.srt
1.1 NLP Course Overview.dbc
1.2 review_data.csv
2. Pre-processing.mp4
2. Pre-processing.srt
2.1 Preprocessing Text.dbc
3. User Defined functions.mp4
3. User Defined functions.srt
3.1 UDFs with External Libraries.dbc
4. Rule Based Sentiment Analysis.mp4
4. Rule Based Sentiment Analysis.srt
4.1 Sentiment analysis using rule based approach.dbc
5. Information Retravel system using WORD2VEC.mp4
5. Information Retravel system using WORD2VEC.srt
5.1 Embeddings.dbc
6. Sentiment Analysis on IMDB dataet.mp4
6. Sentiment Analysis on IMDB dataet.srt
6.1 imdb.csv
6.2 Sentiment classification using IMBD Dataset.dbc
13. Training hundreds of time series forecasting models in parallel with Prophet and
1. Time series modelling using Facebook Prophet.mp4
1. Time series modelling using Facebook Prophet.srt
1.1 Prophet modelling.dbc
1.2 train.csv
2. Parallelly train the prophet model using spark.mp4
2. Parallelly train the prophet model using spark.srt
2.1 Training hundreds of time series forecasting models in parallel with Prophet and Spark.dbc
2. Spark architecture
1. Introduction to Apache Spark.mp4
1. Introduction to Apache Spark.srt
1.1 spark architecure.pptx
2. How Filtering works in Apache spark.mp4
2. How Filtering works in Apache spark.srt
3. How Counting operation works in Apache spark.mp4
3. How Counting operation works in Apache spark.srt
4. How shuffle works in Apache spark.mp4
4. How shuffle works in Apache spark.srt
3. Spark Transformations - Demo
1. Spark Transformations 1 - Hands-on.mp4
1. Spark Transformations 1 - Hands-on.srt
1.1 Spark Transformations1.dbc
2. Spark Transformations 2 - Hands-on.mp4
2. Spark Transformations 2 - Hands-on.srt
2.1 Spark Transformations2.dbc
3. Spark Transformations 3- Hands-on.mp4
3. Spark Transformations 3- Hands-on.srt
3.1 Spark Transformations3.dbc
4. Aggregations.mp4
4. Aggregations.srt
4.1 Groupby.dbc
4.2 Join.dbc
5. Regular expressions.mp4
5. Regular expressions.srt
5.1 pyspark_reg expressions.dbc
6. Window transformations.mp4
6. Window transformations.srt
6.1 window_ops.pptx
6.2 window.dbc
4. Spark Actions - Demo
1. Spark actions - Hnads-on.mp4
1. Spark actions - Hnads-on.srt
1.1 spark actions.dbc
5. Spark User Defined Functions
1. Pandas overview.mp4
1. Pandas overview.srt
1.1 Pandas overview.dbc
2. udfs.mp4
2. udfs.srt
2.1 user defined functions.dbc
6. Building Blocks of Apache Spark
1. Skew.mp4
1. Skew.srt
1.1 SKEW.pptx
2. Spill.mp4
2. Spill.srt
2.1 Spill.pptx
3. Shuffle.mp4
3. Shuffle.srt
3.1 Shuffle.pptx
7. Spark Optimizations techniques
1. Spark ingestion.mp4
1. Spark ingestion.srt
1.1 ingestion-optimization.pptx
2. Disk partitioning.mp4
2. Disk partitioning.srt
2.1 Disk partitioning.pptx
3. Storage.mp4
3. Storage.srt
3.1 storage.pptx
4. Predicate Pushdown.mp4
4. Predicate Pushdown.srt
4.1 Predicate pushdown.pptx
5. Serialization.mp4
5. Serialization.srt
5.1 Serialization.pptx
6. Bucketing.mp4
6. Bucketing.srt
6.1 Bucketing.pptx
7. Zordering.mp4
7. Zordering.srt
7.1 Z Ordering.pptx
8. Adaptive query execution
1. AQE1.mp4
1. AQE1.srt
1.1 aqe.pptx
2. AQE2.mp4
2. AQE2.srt
9. Data Lake house Architecture
1. What is data lake.mp4
1. What is data lake.srt
1.1 Lakehouse.pptx
2. What is Delta Lake.mp4
2. What is Delta Lake.srt
3. Elements of Delta Lake.mp4
3. Elements of Delta Lake.srt
4. Delta Lake Demo.mp4
4. Delta Lake Demo.srt
4.1 Delta lake ingest LAB.dbc
4.2 Iot_sensor_data.csv
Bonus Resources.txt
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