Udemy - Apache Spark - Master Big Data with PySpark and DataBricks

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2.1 GB

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Other

Added

02/02/22 at 12:50am GMT+1

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Verified by VeriPLUS

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1e3338d612a72cb725a88785e901679907a56a50

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Description

[ DevCourseWeb.com ] Apache Spark : Master Big Data with PySpark and DataBricks

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz

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.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Apache Spark - Master Big Data with PySpark and DataBricks
~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 8.7 KB

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