ҵݿѧרҵʵ

ܲ  

ע

1

⻯

1. ͬʱְ֧⻯.ȫ⻯֧Ƕ⻯ֻ֧Web   GUIϵͳ⻯
2. ֧Ȳ..Ⱥ߿.Ǩ.дʵʱ.߼ʸչ
3. ֧iSCSI.NFS.CephGlusterFS.ZFS.ļϵͳΪ洢ͱĿĵء
4. ֻ֧Web GUIԼȺĸ߿.ǨƵȽú͹
5. ֧LXC/Docker֧֤顣
6. ֧Web GUI.Ȳ.HAProxyĸؾԡ

 

2

Ʒƽ̨άܹ

1. ṩϼ.ͼλܼͼ.ͼλ.ͼλʾͼֱ֧۵ͼηʽDZ.ȵȣչʾϵͳ״̬ͽ״ֶ֧ҪĻԴCPUڴ棬Լ洢I/Oȣʹܡ
2. ֧Էʽʽʵʱػ̣߳װ̽벻Ҫ޸Ĵ룬֧hdfs洢ֲַ֧֣֧ʽټٿֲʽӦõϢ
3. ֧ȫ·ܼ֧ͨӻӦģʽλDZ⣬֧ڷֲʽΪÿɴ뼶Ŀͼڵͼжλƿʧܵ㡣
4. ܺ״½Դٷ쳣.ϺͿӰܹܺ״Ĺعءϵͳʾijһȥһʱڳ̬ٽֵĴ
5. ߱DZ.ר嶨ƻԽƵӵԪͼקʽϳDẒͬһDZ̵IJͬͼ֮Խж̬͹ˣ̽ʽ
6. ֻ֧ڶʹJava/C#/PHP/Node.js/GoȿĻ΢.ȼܹķֲʽϵͳܽм.Ԥͷ                                                              7. ֶ֧ϵͳִṩ·أֶ֧ԣ΢ģָмءṩԭµĹܽͼԭ飩
8. ָֻ֧ͼִвķֲʽ(/ִ)·׷٣֧κбʽйеĸԴṩʵĿӻչ֡
9. ֶ֧ϵͳغݵʱԶͳ.ͷֽ֧Զṩͳƺͻѧϰ쳣͸澯ṩʱݷԤAPIӿڣֻ֧HTTPӿںPythonԵĶο
10. ֿ֧ӻļչָ쳣͸澯ݡ                                   

 

3

ݴ

1. ֽ֧Ĵݴϵͳʽв͹ַ֧ӦúͽѧʵIJ
2. Hadoop,HBase, Hive, Hawq, Spark, Storm, Drill, Flink, Phoenix, Tajo, Tez, Greenplum
3. Zookeeper, Pig, Oozie, Sqoom, Zepplin, Elasticsearch, Logstash, Kibana

 

4

һվʽݷӦ÷

1. ֵ֧ԴCSVļExcelļElasticSearchϵݿ.ݲֿ⣬ݿϵͳ.SQL on Hadoopϵͳ
2. ģʽ֧SaaS⻧ģʽIJӦá
ֵ֧Ĵݼɹԣ
3. ֧Web GUIͨӻקʽڶӽݼɡ
4. ֻ֧SQLETL
5. ֳ֧60ETL֧Web GUIͨӻקʽݳȡ.ϴ.ת..УԤĸETLĹ
6. ֻ֧ԵIJETLȡ
7. ֧ݿϵͳ.SQL on Hadoopϵͳ.ϵͳ֮ETL
ֵ֧Ĵݶάԣ
8. ֧Web GUIԿӻקʽɲִеĴݶάROLAPMOLAP

9. ֧SQL on HadoopϵͳΪROLAPMOLAPάִ
10. ֧Web GUIжִв޲㼶Drill down()Roll up(Ͼ).˵ȶά
11. ָ֧ݶάӦͼλչʾ
12. ֧SQLMDXΪάԡ
13. ֻ֧ڶӵĴݶά
ֵ֧Ĵݿӻԣ
14. ֿ֧ӻק屨֧20+ֳͼ͡(ʸͼͰٶȵͼ) 
15. ֧Web GUIԿӻקʽͼDZ̷
16. ֿ֧ӻͼĶ㼶ͼ̬
17. ִ֧ģݼݸ
18. ֻ֧ڱʽչݵĿӻ

19. ֽ֧ά.ӻھĿӻDẒ޷Ƕ.ɵWebӦϵͳС
20. ֻ֧Ƶķʽִпӻݷ
ֵ֧Ĵھԣ
21. ֻ֧ڵڴͷֲʽڴھִлơ
22. ֻ֧ڹϵݿ.ݿ.SQL on HadoopϵͳĿڼ(In-Database)ھִлơ
23. ֻ֧קʽӻģʽھȸݷӦá
24. ֧ķ..ع.ʱ.ı㷨
25. 100+ھУ20+ֻSQL on Hadoop/ݿھԤ㷨80+ֻ(ֲʽ)ڴ洦ھԤ㷨
26. ֻ֧AutoML(Զѧϰ)ĸ߼AIݷûѡ.㷨ģͺͲɽھ
27. ֻ֧õPythonűչԿӻ̽.ӷھܽչ
28. ֻ֧Ƶķʽִھ

 

5

ѧʵ

1. רҵ༶ѧɼͿڹ
2. ʵγ̹ʵĿѡ޿ι
3. ѧʵƻƶ.걨...ܺͳơ
4. ʵ
5. ۺͳƱ                                                                                                                                                                   

 

6

ƼѧʵӦģ

ṩƼ//ѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. ⻯ϵͳİװ
2. Ӧ
3. ıǨ
4. Ⱥ
5. ϵͳİװ
6. Ӧ
7. ıݼǨ
8. Ⱥ

 

7

ϵͳѧʵӦģ

嵥ṩ10ûѡϵͳѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. HDFSİװ
2. HadoopIJMapReduce
3. Hadoopݴ
4. HBaseIJ
5. HBaseݴ
6. HiveIJ
7. Hiveݴ
8. HawqIJ
9. Hawqݴ
10. SparkIJ
11. Sparkݴ
12. GreenplumIJ
13. Greenplumݴ
14. ڴϵͳ ҵӦá

 

8

ݲֿѧʵӦģ

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶݲֿӦģ档
嵥ṩ10ûѡݲֿѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. Greenplumݲֿϵͳİװá
2. Hawqݲֿϵͳİװá
3. ݼɵĻ̡
4. ݳȡӦá
5. ϴУ鼰Ӧá
6. άȱ
7. ʵ
8. OLAPݡ
9. ݡ
10. ݼĵȺִС
11. ݲֿϵͳģʽơ
12. ݲֿۺӦá

 

9

ھѧʵ

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶھӦ
嵥ṩ15ûѡھѧʵģ֧ڴݷƽ̨Web GUIͨקʽӻģʽھ
1. ̣άӦá
2. ̣ѡӦá
3. ƵھApriori㷨Ӧá
4. ƵھFP-Growth㷨Ӧá
5. Ԥ⣺رҶ˹㷨Ӧá
6. Ԥ⣺Ҷ˹㷨Ӧá
7. Ԥ⣺kNN㷨Ӧá
8. Ԥ⣺㷨Ӧá
9. Ԥ⣺֧Ӧá
10. Ԥ⣺ݶ㷨Ӧá
11. Ԥ⣺k-Means㷨Ӧá
12. Ԥ⣺DBSCAN㷨Ӧá
13. Ԥ⣺BIRCH㷨Ӧá
14. ȺӦá
15. عԻعӦá
16. ععӦá
17. ͼھ㷨Ӧá
18. ھķӦá
19. ھĿӻ
20. ھۺӦá

 

10

ݿӻѧʵӦģ

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶݿӻӦģ档
ṩݿӻӦýѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. ͼ2. ֱͼ3. ͼ4. ͼ5. 6. ͸ӱ7. ͼ8. ͼ9. ɢͼ
10. ״ͼ11. ʸͼͰٶȵͼ12. ͼ13. ٲͼ14. ©ͼ15. ͼ
16. عӻ
17. ӻ
18. ָ꿨
19. DZ̴ӻ
20. ͼͶ̬ꡣ

 

11

ҵݷѧʵӦģ

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶҵݷӦģ档
嵥ṩ12ûѡҵݷѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. ҵݷ
2. ҵͻϸ֡
3. ҵˮƽ
4. ҵչָ
5. ҵվ
6. ҵͻϸ֡
7. ҵͶŷ
8. ҵͶʷ
9. ҵ
10. ҵթ⡣
11. ҵɷ
12. ԴҵԴϷ
13. Դҵʲء
14. Դҵι滮
15. زҵ¥з
16. ҵѷ
17. ҵNBA·
18. ҵ籭·
19. ҵݻӪۺϷ

 

12

ݷѧʵӦģ

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶĵݷӦģ档
嵥ṩ10ûѡݷѧʵģ֧ڴݷƽ̨Web GUIͨʽ/˵ȿӻʽ
1. гݽģ
2. гݿӻչӦá
3. гָ
4. ͻֲ
5. ͻʧ
6. ͻڷ
7. RFMͻֵģ͡
8. ƷƷ۷
9. Ʒ۵ĵ.ƺڷ
10. Ʒ۵IJʿپ
11. ƷԤģ͡
12.
13. ؼЧȷ
14. ؼȡͷ
15. з

 

13

ݽѧʵݼ

ʵݡ..ҽƽ...Ϣ.ͨ.ز.ڡ50GB

 

14

򾭼ѧз

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶ򾭼ѧģ
嵥ṩ5ûѡ򾭼ѧݷӦ֧Web GUIлקʽӻģʽ.ʽ/˵ȿӻʽ
1. λλѡģ͡
2. 򾭼ÿռṹģ͡
3. 򾭼ģʽģ͡
4. 򾭼÷չģ͡
5. ҵṹģ͡
6. 򾭼ϵģ͡
7. ɳչģ͡
8. 滮ĸģ͡

 

15

ҵѧз

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶIJҵѧģ
嵥ṩ5ûѡҵѧݷӦ֧Web GUIлקʽӻģʽ.ʽ/˵ȿӻʽ                                                                 1. гṹ.Ϊ뼨Чѡģ͡2. гѡģ͡3. ҵṹݱģ͡4. ҵṹŻģ͡
5. ҵģ͡6. ҵģ͡7. ҵչ뾭8. ҵ򾭼÷չ

 

16

۾ѧз

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶĺ۾ѧģ
嵥ṩ12ûѡ۾ѧݷӦ֧Web GUIлקʽӻģʽ.ʽ/˵ȿӻʽ
1. ۾Ԥ
2. GDPԤ
3. ۾ѧеķھ
4. 㷨ڵҵչ״еӦá
5. 㷨ں۾ԤеӦá
6. 㷨ں۾þеӦá
7. ۾ѧеľദ
8. ҵ
9. ۾Ԥⷽ
10. GDPԤ⡣
11. ҵֵԤ⡣
12. ƱгԤ⡣
13. ָԤ⡣
14. ۾ѧݵĹھ
15. ں۾ԤеӦá
16. ۾ѧеݰ
17. ݰڲҵЧʷеӦá
18. ۾ѧеɷݷ
19. ҵṹתۺۡ
20. ҵṹתӦá

 

17

ڷз

ֻ֧ڴݷƽ̨ṩWeb GUIʵԶڷģ
嵥ṩ12ûѡڷӦ֧Web GUIлקʽӻģʽ.ʽ/˵ȿӻʽ
1. ʱз2. ʽģ3. չIJԤ⡣
4. Իع췽ģ͡5. ͶŻ6. Ϻʱгߡ7. ʲģ͡8. ۡ9. ơ
10. ̶֤ȯгա11. ̶Ͷϵߡ
12. תծȯĶۡ13. ޽ṹ14. ɽԤ⡣15. FXƷ16. Ʒۡ17. BlackScholesģ͡
18. CoxRossRubinsteinģ͡19. ΥԼģ͡
20. ΥԼͶϷ21. Ľģ
22. ıʾ.ģͿӻ23. Ȩ24. ŶԳ塣
25. 26. .ͶŻϡ
27. ʲ͸ծ28. ʱʡ 29. ϵͳա

 

18

IDVѧ

1.ΪC/Sܹѧƽ̨֧ͨļʽȨȨ70
2.֧ṩͬγ̾ϵͳwindowsϵСLinuxϵУѡ棬ԱͨϵͳISOVMģ壬֧־ģ嵼롢ֹͣɾ¡Լ߶ƾģ塣
3.֧ʦɸڿѡһлѧϵͳѧնˡͬʱ֧ʦڿȨͲȨѧлѧϰϵͳʦҲ¼̨в
4.֧WEB澵ϵͳ(windows xpwindows 7windows8linux)ĹʽԲͬ澵ߴ޸ġӡɾ¡ݵȹܡ
5.ṩһ칤ߣɸ챨档
6.֧ʦʵʱѧĻͬʱʦԵһѧȥѧҲʵֶԵһѧն˽͹رգֵ֧ȫкѧ޷֧USBƹܣʦֹܽ/ѧӴ洢豸ĿȨޣU̡ƶӲ̵ȡ
7.ṩڻ㲥ģʽʹڻ㲥ʱѧɲѧն˵ϵͳиѧڴСλÿѧڡ
8.֧òԹܣ֧ʦͨWEB¼⣬Officeģ壬ͬʱֽ֧ڽ⣬ȿٳⷽʽòԳֵ֧ѡѡжϡʴȶֿòԡ
9.֧ʦߴѧҵʽٰWordFlashExcelPPTͼƬ߲鿴ѧҵ󣬿ҵռдֲ¼ͬʱ֧ʦѧҵΪҵ
10.֧ʦҵռΪ򵥸༶ѧҵݿָ֧ļʽѧ˿Կʦҵ

 

 

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