ũ âڰ ˷ִ ũ Ȱ , ¼ҽ Ŭ ǻ ӿũ ũ âڰ ũ ȳ̴. ũ , ϴ , ũ 2 ο ڼ ϰ ִ. ȭ ũ API Ư¡ ̰, Ʈ ø̼ ϴ ο API Ʈ 캻. å ũ , Ʃ, ϴ ʿ ⺻ ְ ư ũ Ȯ ӽŷ ̺귯 MLlib ϴ ó ִ.
[ Part 1 Ϳ ũ 캸 ]CHAPTER 1 ġ ũ1.1 ġ ũ ö1.2 ũ 1.3 ũ 1.4 ũ ̷1.5 ũ ϱ1.6 CHAPTER 2 ũ 캸2.1 ũ ⺻ Űó2.2 ũ پ API2.3 ũ API2.4 ũ ϱ2.5 SparkSession2.6 DataFrame2.7 Ʈ̼2.8 2.9 ũ UI2.10 2.11 CHAPTER 3 ũ ѷ3.1 ø̼ ϱ3.2 Dataset: Ÿ ϴ API3.3 Ʈ3.4 ӽŷװ м3.5 API3.6 SparkR3.7 ũ ڽý۰ Ű3.8 [ Part 2 API: DataFrame, SQL, Part 2Dataset ]CHAPTER 4 API 4.1 DataFrame Dataset4.2 Ű4.3 ũ Ÿ 4.4 API 4.5 CHAPTER 5 API ⺻ 5.1 Ű5.2 ÷ ǥ5.3 ڵ ο5.4 DataFrame Ʈ̼5.5 CHAPTER 6 پ Ÿ ٷ6.1 API ã6.2 ũ Ÿ ȯϱ6.3 Ҹ Ÿ ٷ6.4 ġ Ÿ ٷ6.5 ڿ Ÿ ٷ6.6 ¥ Ÿӽ Ÿ ٷ6.7 null ٷ6.8 ϱ6.9 Ÿ ٷ6.10 JSON ٷ6.11 Լ6.12 Hive UDF6.13 CHAPTER 7 7.1 Լ7.2 ȭ7.3 Լ7.4 ȭ 7.5 Լ7.6 CHAPTER 8 8.1 ǥ8.2 Ÿ8.3 8.4 ܺ 8.5 ܺ 8.6 ܺ 8.7 8.8 Ƽ 8.9 ڿ 8.10 (īþ )8.11 8.12 ũ 8.13 CHAPTER 9 ͼҽ9.1 ͼҽ API 9.2 CSV 9.3 JSON 9.4 9.5 ORC 9.6 SQL ͺ̽9.7 ؽƮ 9.8 I/O 9.9 CHAPTER 10 ũ SQL10.1 SQL̶10.2 Ϳ SQL: ġ ̺10.3 Ϳ SQL: ũ SQL10.4 ũ SQL 10.5 īŻα10.6 ̺10.7 10.8 ͺ̽10.9 select 10.10 10.11 پ 10.12 CHAPTER 11 Dataset11.1 Dataset ñ11.2 Dataset 11.3 11.4 Ʈ̼11.5 11.6 ȭ 11.7 [ Part 3 API ]CHAPTER 12 RDD12.1 API12.2 RDD 12.3 RDD ϱ12.4 RDD ٷ12.5 Ʈ̼12.6 12.7 ϱ12.8 ij12.9 üũ12.10 RDD ý ϱ12.11 CHAPTER 13 RDD 13.1 Ű- (Ű- RDD)13.2 13.3 cogroup13.4 13.5 Ƽ ϱ13.6 ȭ13.7 CHAPTER 14 л 14.1 εijƮ 14.2 ťķ14.3 [ Part 4 ø̼ ]CHAPTER 15 ŬͿ ũ ϱ15.1 ũ ø̼ Űó15.2 ũ ø̼ ֱ(ũ ܺ)15.3 ũ ø̼ ֱ(ũ )15.4 15.5 CHAPTER 16 ũ ø̼ ϱ16.1 ũ ø̼ ۼϱ16.2 ũ ø̼ Ʈ16.3 μ16.4 ø̼ ϱ16.5 ø̼ ȯ ϱ16.6 CHAPTER 17 ũ ȯ17.1 ũ ø̼ Ŭ ȯ17.2 Ŭ Ŵ17.3 Ÿ 17.4 CHAPTER 18 18.1 18.2 18.3 ũ α18.4 ũ UI18.5 ũ óġ18.6 CHAPTER 19 Ʃ19.1 19.2 19.3 [ Part 5 Ʈ ]CHAPTER 20 Ʈ ó 20.1 Ʈ ó20.2 Ʈ ó ٽ 20.3 ũ Ʈ API20.4 CHAPTER 21 Ʈ 21.1 Ʈ 21.2 ٽ 21.3 Ʈ Ȱ21.4 Ʈ Ʈ̼21.5 Է° 21.6 Ʈ Dataset API21.7 CHAPTER 22 ̺Ʈ ð ó22.1 ̺Ʈ ð ó22.2 ó22.3 ó22.4 ̺Ʈ ð ó ⺻22.5 ̺Ʈ ð 22.6 Ʈ ߺ ϱ22.7 ó22.8 CHAPTER 23 ȯ濡 Ʈ23.1 强 üũ23.2 ø̼ ϱ23.3 Ʈ 23.4 ˸23.5 Ʈ ʸ 23.6 [ Part 6 м ӽŷ ]CHAPTER 24 м ӽŷ 24.1 м ª Թ24.2 ũ м Ŷ24.3 MLlib 24.4 MLlib ϱ24.5 24.6 CHAPTER 25 ó ó Ͼ25.1 ϱ25.2 ȯ25.3 ó 25.4 ȯ25.5 Ư¡ óϱ25.6 Ư¡ óϱ25.7 ؽƮ ȯ25.8 Ư¡ ϱ25.9 Ư¡ 25.10 25.11 CHAPTER 26 з26.1 Ȱ 26.2 з 26.3 MLlib з 26.4 ƽ ȸ26.5 ǻƮ26.6 Ʈ Ʈ νƼ Ʈ26.7 ̺ 26.8 з ڵ Ʃ 26.9 ǥ26.10 ϴ з26.11 ۼƮ26.12 CHAPTER 27 ȸ27.1 Ȱ 27.2 MLlib ϴ ȸ 27.3 ȸ27.4 Ϲȭ ȸ27.5 ǻƮ27.6 Ʈ Ʈ νƼ Ʈ27.7 27.8 Ʃ ڵȭ27.9 ǥ27.10 CHAPTER 28 õ28.1 Ȱ 28.2 ּ ˰ Ͽ ϱ28.3 õ 28.4 ǥ28.5 ̴28.6 CHAPTER 29 н29.1 Ȱ 29.2 Ȯ强29.3 k-29.4 ̺й k-29.5 þ ȥ 29.6 Ŭ Ҵ29.7 CHAPTER 30 м30.1 ۼϱ30.2 ϱ30.3 Ƽ ã30.4 ˰30.5 CHAPTER 31 31.1 ̶31.2 ũ ϴ 31.3 ̺귯31.4 31.5 [ Part 7 ڽý ]CHAPTER 32 Ư: ̽(PySpark) R(SparkR, sparklyr)32.1 PySpark32.2 R ũ ϱ32.3 CHAPTER 33 ڽý۰ Ŀ´Ƽ33.1 ũ Ű33.2 Ŀ´Ƽ33.3 η A ũ ġ η B : ũ 2017