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TORRENT DETAILS
Udemy - Apache Spark - Master Big Data With PySpark And DataBricks
TORRENT SUMMARY
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Language: English | Size: 2.11 GB | Duration: 4h 56m
Learn Pyspark, streaming using Kafka, Delta lake, crazy optimization techniques, NLP, time series, distributed computing
What you'll learn
Learn the Spark Architecture
What is distributed computing
Learn Spark Transformations and Actions using the Structured API
Learn Spark on Databricks
Spark optimization techniques
Data Lake House architecture
Spark structured streaming using Kafka
Information retriever system using word2vec
Sentiment analysis using pyspark
Training hundreds of time series forecasting models in parallel with Prophet and Spark
Description
This course is designed to help you develop the skill necessary to perform ETL operations in Databricks using pyspark, build production ready ML models, learn spark optimization techniques and master distributed computing.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
3.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
1.5 KB
~Get Your Files Here !/1. Introduction/2. Databricks setup.mp4
16.3 MB
~Get Your Files Here !/1. Introduction/2. Databricks setup.srt
2.4 KB
~Get Your Files Here !/1. Introduction/3. Upload files to DBFS.mp4
6.5 MB
~Get Your Files Here !/1. Introduction/3. Upload files to DBFS.srt
635 B
~Get Your Files Here !/1. Introduction/4. Importing Notebooks into Databricks workspace.mp4
5.2 MB
~Get Your Files Here !/1. Introduction/4. Importing Notebooks into Databricks workspace.srt
751 B
~Get Your Files Here !/10. Spark Structured Streaming/1. Streaming concepts - Hands-on.mp4
108.2 MB
~Get Your Files Here !/10. Spark Structured Streaming/1. Streaming concepts - Hands-on.srt
15.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/1.2 Streaming Concepts.dbc
31 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/1.json
103.8 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/10.json
103.9 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/11.json
103.4 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/12.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/13.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/14.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/15.json
103.4 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/16.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/17.json
103.8 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/18.json
103.4 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/19.json
104 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/2.json
103.8 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/20.json
103.8 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/3.json
103.5 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/4.json
103.5 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/5.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/6.json
104.1 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/7.json
103.8 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/8.json
103.7 KB
~Get Your Files Here !/10. Spark Structured Streaming/Sreaming json data/9.json
103.9 KB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/1. Structured streaming with Kafka - Concepts.mp4
41.3 MB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/1. Structured streaming with Kafka - Concepts.srt
9.6 KB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/1.1 Structured streaming using kafka.pptx
973 KB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/2. Demo - Anonymous wikipedia edits.mp4
177.1 MB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/2. Demo - Anonymous wikipedia edits.srt
20.3 KB
~Get Your Files Here !/11. USE CASE Spark Structured Streaming with Kafka/2.1 Wiki anonymous edit using Kafka.dbc
145.9 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/1. Overview.mp4
41.7 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/1. Overview.srt
5.6 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/1.1 NLP Course Overview.dbc
1.1 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/1.2 review_data.csv
1.7 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/2. Pre-processing.mp4
98 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/2. Pre-processing.srt
11.6 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/2.1 Preprocessing Text.dbc
172.4 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/3. User Defined functions.mp4
54.9 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/3. User Defined functions.srt
8 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/3.1 UDFs with External Libraries.dbc
914.9 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/4. Rule Based Sentiment Analysis.mp4
51.8 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/4. Rule Based Sentiment Analysis.srt
7.1 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/4.1 Sentiment analysis using rule based approach.dbc
299.9 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/5. Information Retravel system using WORD2VEC.mp4
102 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/5. Information Retravel system using WORD2VEC.srt
13.9 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/5.1 Embeddings.dbc
738.5 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/6. Sentiment Analysis on IMDB dataet.mp4
65.3 MB
~Get Your Files Here !/12. USE CASE Natural Language Processing/6. Sentiment Analysis on IMDB dataet.srt
8.5 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/6.1 imdb.csv
912.7 KB
~Get Your Files Here !/12. USE CASE Natural Language Processing/6.2 Sentiment classification using IMBD Dataset.dbc
818.2 KB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/1. Time series modelling using Facebook Prophet.mp4
51.2 MB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/1. Time series modelling using Facebook Prophet.srt
7.6 KB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/1.1 Prophet modelling.dbc
238.8 KB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/1.2 train.csv
16.5 MB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/2. Parallelly train the prophet model using spark.mp4
39.3 MB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/2. Parallelly train the prophet model using spark.srt
5.5 KB
~Get Your Files Here !/13. Training hundreds of time series forecasting models in parallel with Prophet and/2.1 Training hundreds of time series forecasting models in parallel with Prophet and Spark.dbc
24.5 KB
~Get Your Files Here !/2. Spark architecture/1. Introduction to Apache Spark.mp4
39 MB
~Get Your Files Here !/2. Spark architecture/1. Introduction to Apache Spark.srt
10 KB
~Get Your Files Here !/2. Spark architecture/1.1 spark architecure.pptx
263.3 KB
~Get Your Files Here !/2. Spark architecture/2. How Filtering works in Apache spark.mp4
25.4 MB
~Get Your Files Here !/2. Spark architecture/2. How Filtering works in Apache spark.srt
6.9 KB
~Get Your Files Here !/2. Spark architecture/3. How Counting operation works in Apache spark.mp4
7.3 MB
~Get Your Files Here !/2. Spark architecture/3. How Counting operation works in Apache spark.srt
2.6 KB
~Get Your Files Here !/2. Spark architecture/4. How shuffle works in Apache spark.mp4
8.8 MB
~Get Your Files Here !/2. Spark architecture/4. How shuffle works in Apache spark.srt
2.5 KB
~Get Your Files Here !/3. Spark Transformations - Demo/1. Spark Transformations 1 - Hands-on.mp4
105.4 MB
~Get Your Files Here !/3. Spark Transformations - Demo/1. Spark Transformations 1 - Hands-on.srt
13.5 KB
~Get Your Files Here !/3. Spark Transformations - Demo/1.1 Spark Transformations1.dbc
8.5 KB
~Get Your Files Here !/3. Spark Transformations - Demo/2. Spark Transformations 2 - Hands-on.mp4
49 MB
~Get Your Files Here !/3. Spark Transformations - Demo/2. Spark Transformations 2 - Hands-on.srt
6.3 KB
~Get Your Files Here !/3. Spark Transformations - Demo/2.1 Spark Transformations2.dbc
28.3 KB
~Get Your Files Here !/3. Spark Transformations - Demo/3. Spark Transformations 3- Hands-on.mp4
76.8 MB
~Get Your Files Here !/3. Spark Transformations - Demo/3. Spark Transformations 3- Hands-on.srt
10 KB
~Get Your Files Here !/3. Spark Transformations - Demo/3.1 Spark Transformations3.dbc
5.7 KB
~Get Your Files Here !/3. Spark Transformations - Demo/4. Aggregations.mp4
34.4 MB
~Get Your Files Here !/3. Spark Transformations - Demo/4. Aggregations.srt
5.1 KB
~Get Your Files Here !/3. Spark Transformations - Demo/4.1 Groupby.dbc
3.1 KB
~Get Your Files Here !/3. Spark Transformations - Demo/4.2 Join.dbc
2.7 KB
~Get Your Files Here !/3. Spark Transformations - Demo/5. Regular expressions.mp4
35.9 MB
~Get Your Files Here !/3. Spark Transformations - Demo/5. Regular expressions.srt
4.5 KB
~Get Your Files Here !/3. Spark Transformations - Demo/5.1 pyspark_reg expressions.dbc
4.1 KB
~Get Your Files Here !/3. Spark Transformations - Demo/6. Window transformations.mp4
30.4 MB
~Get Your Files Here !/3. Spark Transformations - Demo/6. Window transformations.srt
5 KB
~Get Your Files Here !/3. Spark Transformations - Demo/6.1 window_ops.pptx
56.7 KB
~Get Your Files Here !/3. Spark Transformations - Demo/6.2 window.dbc
3.4 KB
~Get Your Files Here !/4. Spark Actions - Demo/1. Spark actions - Hnads-on.mp4
51.8 MB
~Get Your Files Here !/4. Spark Actions - Demo/1. Spark actions - Hnads-on.srt
7.5 KB
~Get Your Files Here !/4. Spark Actions - Demo/1.1 spark actions.dbc
7 KB
~Get Your Files Here !/5. Spark User Defined Functions/1. Pandas overview.mp4
61.6 MB
~Get Your Files Here !/5. Spark User Defined Functions/1. Pandas overview.srt
