There are training and guidance courses for large capacity and large data of more than 40g.The course content is very detailed and further integrated on the basis of traditional big data courses.Technical courses can be learned independently or systematically.The course content includes Scala data structure and algorithm, intelligent data warehouse, business warehouse, film recommendation system project practice, machine learning model and algorithm, and recommendation system algorithm.Flume elementary course, Flume advanced and case courses, HBase optimization and case practice part, Hive – Hive DDL Hive DML Hive Case and Hive compressed storage, Kafka from introduction to case, and finally the new Azkaban practical lectures and carrier class vendor projects, with course materials and source codes.
(1) Azkaban;Big data technology;Number of files in directory: 16 ▄ - 01_Azkaban_ Introduction.Movie format ▄ - 02_Azkaban_ features.Movie format ▄ - 03_Azkaban_Construction Company ▄ - 04_Azkaban_Web_server_Configuration ▄ - 05_Azkaban_Executitor_server_Configuration ▄ - 06_Azkaban_Web introduction.Movie format Γ - 07_Azkaban_ is basically useless.Movie format ▄ - 08_Azkaban_Scheduling Shell Script ▄ - 09_Azkaban_Notification E-mail ☆ - 10_Azkaban_Multitasking Workflow Configuration ├─11_Azkaban_Java_Task Configuration ▄ - 12_Azkaban_HDFS_Task Configuration ▄ - 13_Azkaban_MR_Task Configuration ▄ - 14_Azkaban_Hive_Task Configuration ▄ - 15_Azkaban_Biography.Movie format ▄ - source points out.vitality (2) Sink;Big data technology;Files in directory: 44 Γ - 01 _ Introduction to sink _ Course introduction.Movie format Γ - 02 Introduction to the concept of water tank.Movie format ▄ - 03_Introduction to flume infrastructure ▄ - 04 _ Introduction to sink _ Introduction to components.Movie format ▄ - 05_Introduction to sink installation.Movie format ☆ 06_Flume case_formal case (configuration).Movie format ☆ 07_Flume case_official case (test).Movie format ☆ 08_Flume case _ monitoring local change document (requirement analysis).Movie format ☆ - 09_Flume case_Monitoring local change file (case 1 configuration file).Movie format ☆ - 10_Flume case monitoring local change file (case 1 test).Movie format ☆ - 11_Flume case_Monitoring local change file (case 2 configuration file).Movie format ☆ - 12_Flume case monitoring local change file (case 2 test).Movie format ☆ - 13_Flume case monitor local folder (configuration file).Movie format ☆ - 14_Flume case monitoring local folder (case test).Movie format ☆ - 15_Flume case_Breakpoint recovery file (configuration file).Movie format ☆ - 16_Flume case breakpoint recovery file (case test).Movie format ▄ - 17_Flume Advancedtransaction。Movie format ☆ - 18_Flume advanced _ detailed transmission process.Movie format
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Γ - 47_HCase optimization_High availability.Movie format ▄ - 48_HCase optimization_prezoning ▄ - 49_HBase optimization _RowKey design principle.Movie format ▄ - 50_HCase optimization _RowKey scenario designavi ▄ - 51_HCase optimization_memory and others.Movie format ☆ - 52_HCase _ Grain Weibo (demand analysis).Movie format ☆ - 53_HCase _ Grain Weibo (project structure).Movie format ☆ - 54_HCase _ Grain Weibo (hbaseutil package).Movie format Γ - 55_HCase _ Wugu Weibo (define constant).Movie format ☆ - 56_HCase _ Wugu Weibo (the first part of Weibo is released).Movie format ☆ - 57_HCase _ Grain Weibo (the second part of Weibo is released).Movie format ☆ - 58_HCase _ Grain Weibo (focusing on the first part of users).Movie format ☆ - 59_HCase _ Grain Weibo (the second part focuses on user analysis).Movie format ☆ - 60_HCase Case_Grain microblog (pay attention to the second part of user code implementation).Movie format ☆ - 61_HCase Case _ Grain Weibo (visiting user).Movie format Γ - 62_HCase case_grain microblog (get the data of initialization page).Movie format ☆ - 63_HCase _ Grain Weibo (get the Weibo owned by someone).Movie format ☆ - 64_HCase _ Grain Weibo (test).Movie format ▄ - source points out.vitality (4) Honeycomb;Big data technology;Files in directory: 93 ▄ - 01 _ Honeycomb introduction _ Course introduction.Movie format Γ - 02 _ Honeycomb introduction _ Concept introduction.Movie format Γ - 03 _ Honeycomb introduction _ advantages and disadvantages.Movie format With hive_architecture.avi Getting Started Γ - 05 _ Honeycomb introduction _ Comparison with database.Movie format ▄ - 06_Hive_installation_installation and preliminary test.Movie format ▄ - 07_Hive_installing_loading data from file system ▄ - 08_Hive_installation_installationMySQL.avi ▄ - 09_Hive_installation_Metadata is stored in MySQL.avi Γ - 10_Hive device review.Movie format ☆ - 11_Hive_installation_JDBC accessavi ▄ - 12_Hive_installation_general interactive command.Movie format ▄ - 13_Hive install_other commands.Movie format ▄ - 14_Hive_installation_general configuration informationavi Γ - 15_Hive data type_Basic&collection type.Movie format Γ - 16_Hive data type_type conversion.Movie format ☆ - 17 _ hivedl_database addition, deletion and modification.Movie format ☆ - 18 _hivedl_table building syntaxavi Γ - 19_hivedl_inside and outside tableavi The concept and simple use of the 2-20_hivedl_partitioned table.Movie format Γ - 21 _hivedl_Basic operation of partition table.Movie format Γ - 22_hivedl_partition table comment.Movie format Γ - 23_hivedl_modification table.Movie format Γ - 24_HiveDML_ loading data in loading mode.Movie format ▄ - 25_HiveDML_Loading Data Using Insert and Select ▄ - 26_HiveDML_Loading data using location Γ - 27_HiveDML_comment.Movie format ▄ - 28_HiveDML_Exporting Data to File System ▄ - 29_HiveDML_other ways of export data.Movie format ▄ - 30_HiveDML_Empty table ▄ - 31_Hive query_basic query ▄ - 32_Hive query_Where&judgment expression.Movie format ▄ - 33_Hive query_connectionavi ▄ - 34_Hive_Query_Global Order By.avi ▄ - 35_Hive query sorting.Movie format Γ - 36_Hive query_4 kinds of summary.Movie format ▄ - 37_Hive query_bucket table creation and data import.Movie format ▄ - 38_Hive query_bucket table sampling query.Movie format The assignment of null value of the ordinary function Γ - 39_Hive function.Movie format Γ - 40_Hive_function_common function time class.Movie format ▄ - 41_Hive_function_commonly used function case&if.avi Γ - 42_Hive function_common function row to column.Movie format Γ - 43_Hive_function_common function column is changed to.Movie format Γ - 44_Hive_function_Window function requirements Γ - 45_Hive function window requires two and three.Movie format Γ - 46_Hive function window function requirements.Movie format Γ - 47_Hive function comment.Movie format Γ - 48_Hive function window function comment.Movie format Γ - 49_Hive function window function 2.Movie format Γ - 50_Hive_function ranking function.Movie format ▄ - 51_Hive case teaching practice (I).Movie format ☆ - 52_Hive case exercises (2 - 1).Movie format ☆ - 53_Hive case exercises (2 - 2).Movie format ▄ - 54_Hive-Case Ant Forest (1-1).Movie format ▄ - 55_Hive-Case Ant Forest (1-2).Movie format ☆ - 56_Hive case _ ant forest (2) solution 1.Movie format ▄ - 57_Hive-Case Ant Forest (2) Solution II.Movie format ☆ - 58_Hive case _ ant forest (2) solution 3.Movie format Γ - 59_Hive function comment.Movie format Γ - 60_Hive function_system function view.Movie format ▄ - 61_Hive_function_user-defined function introduction.Movie format ▄ - 62_Hive_function_user-defined UDF.avi Γ - 63_Hive function_UDF (2).Movie format Γ - 64_Hive_function user-defined UDTF (analysis).Movie format Γ - 65_Hive function_custom UDTF (initialization method).Movie format Γ - 66_Hive_function user-defined UDTF (core method).Movie format ▄ - 67_Hive function_custom UDTF (packaging test).Movie format ▄ - 68_Hive compressed storage ▄ - 69_Hive_compressed storage_line storage and column storage.Movie format ▄ - 70_Hive_compressed storage_text&orc&parquet file format comparison.Movie format Γ - 71_Hive compressed storage_storage format and compression method are combined.Movie format Γ - 72_Hive_optimization_acquiring capture and local modes.Movie format ▄ - 73_Hive_optimize_connecting large and small tables.Movie format Γ - 74_Hiveoptimization ☆ - 75_Hive optimization comments.Movie format ▄ - 76_Hiveoptimization group By.avi Γ - 77_Hive_optimize_Cartesian product&row and column filtering ▄ - 78_Hive_optimize_dynamic partition ▄ - 79_Hive_optimize_Zoning and Bucket&Mr. Avi ▄ - 80_Hive_optimization_9.5-9.10.avi ▄ - 81_Hive-Case Analysis of Food Audio and Video Demand ▄ - 82_Hive case analysis ▄ - 83_hive · Mr. Case ▄ - 84_Hive-Case _MR ETL cleaning data logic ▄ - 85_hive · Mr. Case ▄ - 86_Hive-Case _ Grain Audio and Video Data Preparation ☆ - 87_Hive_case _ food audio and video demand (I).Movie format ▄ - 88_Hive_case of food audio-video demand (2).Movie format ☆ - 89_Hive_case of food audio-video demand (3).Movie format ☆ - 90_Hive_case of food audio-video demand (4).Movie format ▄ - 91_Hive_case of Wugu AV demand (V, VI, VIII).Movie format ☆ - 92_Hive_case of food audio-video demand (7).Movie format ▄ - source points out.vitality (5) Kafka;Big data technology;Files in directory: 44 ☆ - 01 _ Kafka Introduction _ Course Introduction.Movie format Γ - 02 _ Introduction to Kafka definition.Movie format ├─03 _ Kafka _ message queue . Introduction to avi ☆ - 04 _ Kafka introduction _ consumption modeavi ├-05 _ Kafka _ infra structure . Introduction to avi Γ - 06 _ Kafka Entry _ Installation&Start up&Shutdown.Movie format ☆ - 07 _ Kafka _ Add and delete the topic of command line operation introduction.Movie format ▄ - 08_Kafka_Command Line Console Introduction to Producer Consumer Testing ▄ - 09 _ Kafka _ Introduction to Data Log Separation Γ - 10 _ Kafka introduction _ comment.Movie format ☆ - 11_Kafka advanced workflow.Movie format ▄ - 12_Kafka advanced file storage ☆ - 13_Kafka Senior Producer Zoning Policy ▄ - 14_Kafka Senior Producer ISR.avi ☆ - 15_Kafka advanced producer confirmation mechanism.Movie format ▄ - 16_Kafka advanced data consistency problem.Movie format ▄ - 17_Kafka Advanced Airlines ☆ - 18_Kafka Senior Producer Summary.Movie format ▄ - 19_Kafka advanced consumer partition allocation strategy ☆ - 20_Kafka consumption compensation advanced storage.Movie format ☆ - 21_Kafka Advanced Consumer Group case.Movie format ☆ - 22_Kafka advanced _ efficient reading and writing&ZK function.Movie format ▄ - 23_Kafka advanced _ ranger division reanalysis.Movie format ▄ - 24_Kafka advanced transaction.Movie format ▄ - 25_Kafka advanced API production process ▄ - 26_Kafka Advanced API General Manufacturer ▄ - 27_Kafka advanced comment.Movie format Γ - 28_Kafka case _API producer with callback function.Movie format ▄ - 29_Kafka case API producer partition strategy test ☆ - 30_Kafka case_API user-defined partition producer.Movie format ▄ - 31_Kafka case API is sent to the producer synchronously.Movie format ☆ - 32_Kafka case _API simple consumeravi ☆ 33_Kafka case API consumer reset offsetavi ☆ - 34_Kafka case _ consumer savings offset reading problem.Movie format ▄ - 35_Kafka case _API Consumer submits offset.avi manually ▄ - 36_Kafka case _API customized interceptor (requirement analysis).Movie format ▄ - 37_Kafka case _API custom interceptor (code implementation).Movie format ☆ - 38_Kafka case API customized interceptor (case test).Movie format ▄ - 39_Kafka case monitoring device of eagle.Movie format ▄ - 40_Kafka cases_monitoring the use of eagles.Movie format ▄ - 41_Kafka case _ connection between Kafka and water tank.Movie format Γ - 42_Kafka's docking with the sink (data classification).Movie format ☆ - 43_Kafka interview questions.Movie format ▄ - source points out.vitality 1) Scala data structure and algorithm of big data technology;Files in directory: 71 ▄ - 01-Scala data structure and algorithm - Basic introduction to data structure and algorithm.Movie format Γ - 02 Scala data structure and algorithm - several practical problems of data structure and algorithm.Movie format Γ - 03 Scala data structure and algorithm - introduction to sparse array.Movie format Γ - 04 Scala data structure and algorithm - sparse array compression implementation.Movie format Γ - 05 Scala data structure and algorithm - sparse array decompression implementation.Movie format ☆ 06 Scala data structure and algorithm queue introduction.Movie format Γ - 07 Scala data structure and algorithm - one-way queue implementation.Movie format Γ - 08 Scala data structure and algorithm - analysis of one-way queuing problem.Movie format Γ - 09 Scala data structure and algorithm - circular queue (1).Movie format ▄ - 10 Scala data structure and algorithm - circular queue (2).Movie format ☆ 11 Scala data structure and algorithm linked list description and application scenarios.Movie format ▄ - 12 Scala data structure and algorithm - one-way linked list - personnel management system description.Movie format Γ - 13 Scala data structure and algorithm - one-way linked list - addition and traversal.Movie format ▄ - 14 Scala data structure and algorithm - one-way linked list - orderly insertion node ▄ - 15-Scala data structure and algorithm - one-way linked list - modify node.Movie format Γ - 16 Scala data structure and algorithm - one-way linked list - delete node.Movie format Γ - 17 Scala data structure and algorithm - basic introduction of double linked list.Movie format Γ - 18 Scala data structure and algorithm - implementation of double linked list.Movie format Γ - 19 Scala data structure and algorithm - classical application of linked list - Josephus problem.Movie format ▄ - 20-Scala data structure and algorithm - Josephus problem - form a loop and wire.Movie format Γ - 21 Scala data structure and algorithm - Josephus problem - algorithm thinking analysis.Movie format Γ - 22 Scala data structure and algorithm - Josephus problem - algorithm implementation.Movie format Γ - Basic introduction of 23 Scala data structure and algorithm stack.Movie format Γ - Basic use of 24 Scala data structure and algorithm stack.Movie format ▄ - 25 Scala data structure and algorithm - the idea of using stack to calculate expressions.Movie format ▄ - 26 Scala data structure and algorithm - write digital stack and symbol stack Γ - 27 Scala data structure and algorithm - complete singular expression operation (1).Movie format
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☆ - 87_Business Data Warehouse_Business Data Warehouse Course Introduction.Movie format ☆ - 88_Business Data Warehouse - Introduction to e-commerce business and data structure.Movie format ☆ - 89_Commercial data warehouse classification table.Movie format ☆ - 90_Commercial data warehouse_Synchronization strategy ☆ - 91_Business Data Warehouse Paradigm Theory.Movie format ☆ - 92_Commercial data warehouse _ snowflake model, star model and constellation model.Movie format ☆ - 93_Commercial data warehouse_Configuring Hadoop to support rapid compression ☆ - 94_Business data warehouse _ business data generation.Movie format ☆ - 95_Commercial data warehouse_Sqoop installation and parameters.Movie format ☆ - 96_Business Data Warehouse _Sqoop Import Dataavi ▄ - 97_Business data warehouse _ ODS layer table creation and data import.Movie format ▄ - 98_Commercial data warehouse _DWD layer creates tables and imports data.Movie format ☆ - 99_Commercial data warehouse_Requirement description.Movie format ▄ - Notes on data sources.Compressed package (6) Machine learning and recommendation system of big data technology video;Number of files in directory: 1 ☆ - 000_Machine learning and recommendation system_course introduction.Wild mumps virus (7) Machine learning and recommendation system of big data technology video II_Film recommendation project;Files in directory: 29 ☆ - 037_Film recommendation system_project system design (I).Wild mumps virus ☆ - 038_Film recommendation system_project system design (middle).Wild mumps virus ☆ - 039_Film Recommendation System_Project System Design (II).Wild mumps virus ☆ - 040_Film recommendation system_project framework building.Wild mumps virus ☆ - 041_movie recommendation system_data loading module (I).Wild mumps virus ☆ - 042_movie recommendation system_data loading module (2).Wild mumps virus ☆ - 043_Film recommendation system_data loading module (3).Wild mumps virus ☆ - 044_Film recommendation system_data loading module (4).Wild mumps virus ☆ - 045_Film recommendation system_data loading module (5).Wild mumps virus ☆ - 046_Film recommendation system_statistics recommendation module (I).Wild mumps virus ☆ - 047_Film recommendation system_statistics recommendation module (middle).Wild mumps virus ☆ - 048_Film recommendation system_statistics recommendation module (below).Wild mumps virus - 049_Film Recommendation System_Offline Recommendation Module based on LFM (I).Wild mumps virus - 050_Film Recommendation System_Offline Recommendation Module based on LFM (middle).Wild mumps virus - 051_offline recommendation module of film recommendation system based on LFM (II).Wild mumps virus ☆ - 052_Model evaluation and parameter selection of movie recommendation system (I).Wild mumps virus ☆ - 053_ALS model evaluation and parameter selection of movie recommendation system (next).Wild mumps virus ☆ - 054_Film recommendation system_Real time recommendation module (I).Wild mumps virus ☆ - 055_Film recommendation system_Real time recommendation module (2).Wild mumps virus ☆ - 056_Film recommendation system_Real time recommendation module (3).Wild mumps virus ☆ - 057_Film recommendation system_Real time recommendation module (4).Wild mumps virus ☆ - 058_Film recommendation system_Real time recommendation module (5).Wild mumps virus ☆ - 059_Film recommendation system_Real time recommendation module test.Wild mumps virus ☆ - 060_Film recommendation system_content based recommendation module (I).Wild mumps virus ☆ - 061_movie recommendation system_content based recommendation module (2).Wild mumps virus ☆ - 062_movie recommendation system_content based recommendation module (3).Wild mumps virus ☆ - 063_Film recommendation system_content based recommendation module (4).Wild mumps virus ☆ - 064_Film recommendation system_Real time system debugging test (I).Wild mumps virus ☆ - 065_Film recommendation system_Real time system debugging test (2).Wild mumps virus (8) Machine learning and recommendation system of big data technology video I_theory directory: 36 ☆ - 001_Introduction to recommender_summary.Wild mumps virus Γ - 002_Introduction of recommendation system_Introduction of recommendation system algorithm.Wild mumps virus Γ - 003_Introduction of recommender_system evaluation.Wild mumps virus ☆ - 004_Introduction to Machine Learning - Fundamentals of Mathematics (I).Wild mumps virus ☆ - 005_Introduction to Machine Learning - Fundamentals of Mathematics (2).Wild mumps virus ☆ - 006_Introduction_Machine Learning Overview.Wild mumps virus ☆ - 007_Introduction to Machine Learning _ Supervised Learning (I).Wild mumps virus ☆ - 008_Introductory Machine Learning _ Supervised Learning (middle).Wild mumps virus ☆ 009_Introduction to Machine Learning _ Supervised Learning (Next).Wild mumps virus Γ - 010_Machine learning model and algorithm.Wild mumps virus ☆ - 011_Machine learning model and algorithm_python basic syntax (I).Wild mumps virus Γ - 012_Machine learning model and algorithm_python basic syntax (next).Wild mumps virus ☆ - 013_Machine learning model and algorithm_Linear regression (I).Wild mumps virus ☆ - 014_Machine learning model and algorithm_Linear regression least squares code implementation (I).Wild mumps virus Γ - 015_Machine learning model and algorithm_Linear regression least squares code implementation (ii).Wild mumps virus Γ - 016_Machine learning model and algorithm_Linear regression (below).Wild mumps virus Γ - 017_Machine learning model and algorithm_Linear regression gradient descent code implementation.Wild mumps virus ☆ - 018_Machine learning model and algorithm_Linear regression calls sklearn library code implementationwmv。 Γ - 019_Machine learning model and algorithm Γ - 020_Machine learning model and algorithm k-nearest neighbor code implementation (I).Wild mumps virus Γ - 021_Machine learning model and algorithm_K nearest neighbor code implementation (middle).Wild mumps virus Γ - 022_machine learning model and algorithm_K nearest neighbor code implementation (ii).Wild mumps virus Γ - 023_Machine learning model and algorithm_Logical regression (I).Wild mumps virus Γ - 024_Machine learning model and algorithm_Logical regression (next).Wild mumps virus Γ - 025_Machine learning model and algorithm decision tree.Wild mumps virus Γ - 026_Machine learning model and algorithm.Wild mumps virus Γ - 027_Machine learning model and algorithm K-means clustering code implementation (I).Wild mumps virus Γ - 028_Machine learning model and algorithm K-means clustering code implementation (ii).Wild mumps virus ☆ - 029_ Recommendation system_ Detailed explanation of recommendation system algorithm (I).Wild mumps virus ▄ - 030_Muggestion System_Muggestion System Algorithm Details (2).Wild mumps virus ☆ - 031_recommendation system_suggestion system algorithm (3).Wild mumps virus ☆ - 032_ Recommended system _TF-IDF algorithm code example.Wild mumps virus ☆ - 033_Recommendation System_Recommendation System Algorithm Details (4).Wild mumps virus ☆ - 034_ recommendation system_ detailed explanation of recommendation system algorithm (5).Wild mumps virus ☆ - 035_ System code implementation of recommended LFM gradient descent algorithm (I).Wild mumps virus ☆ - 036_ System code implementation of recommended LFM gradient descent algorithm (II).Wild mumps virus
