http://MobileDev.TW

1. 國際菁英俱樂部
資料科學家
鐘老師 / 賴小姐
資策會 資訊技術訓練中心
1
Ryan@iii.org.tw
(02) 6631-6555
WL9208@iii.org.tw
(02) 6631-6593

2. 資策會 IT Training Center
² 最新科技進修
Ø 在職夜間假日進修
Ø 轉職全天養成班
² 資訊技術充電站
Ø 國際技術趨勢
Ø 職場必備能力
Ø 基本資訊技能
2

3. 課程特色
Microsoft 授權認證學習夥伴
使用微軟資料科學家線上課程
業界專家經驗分享
學習新知並了解實際應用
結構化系列學習
掌握資料科學家養成路徑
3

4. 採用微軟「資料科學」線上課程
4

5. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
FUNDAMENTALS CORE DATA SCIENCE APPLIED DATA SCIENCE
MOC
20-761: Querying
Data with
Transact-SQL
Course 10989A:
Analyzing Data with
Power BI
EXAM
70-761: Querying
Data with Transact-
SQL
70-778: Analyzing
Data with Power BI
70-773:
Analyzing Big Data
with Microsoft R
70-779:
Analyzing Data
with Excel
OPENEDX
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
5

6. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Data Science Orientation
資料科學導論
目標
了解資料科學的範疇，如何透過分析、視
覺化工具、統計學等知識與工具，揭露資
料背後的秘密。
6

7. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Analyzing and Visualizing Data with Excel
資料分析與視覺化 – 使用 Excel
目標
使用Excel來分析前所未有的大量資料，運
用更好的視覺化方式與穩健的商業邏輯，
並知道如何從各種來源進行資料匯入。
7

8. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Analyzing and Visualizing Data with Power BI
資料分析與視覺化 – 使用 Power BI
目標
學習如何透過Power BI將你的資料視覺化，
了解如何匯入資料，並能發佈報告以及如
何建立跨平台均可使用的Dashboard
8

9. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Introduction to R for Data Science
資料科學會用到的R語言 - 導論
目標
學習資料科學專家常用的R語言，從基礎語
法、變數與基本運算開始，接著來了解R語
言的資料結構如向量、矩陣與清單等。
9

10. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Introduction to Python for Data Science
資料科學會用到的Python語言 - 導論
目標
學習Python語言，從簡單的運算、變數與
資料結構，再到函數、流程控制，並開始
能用真實的資料來進行視覺化。
10

11. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Principles of Machine Learning
機器學習準則
目標
學習如何建立、評估與最佳化機器學習模
型，包含分類、回歸、叢集與推薦。
11

12. PROGRAMMING
WITH PYTHON
FOR DATA
SCIENCE
PROGRAMMING
WITH R FOR DATA
SCIENCE
APPLIED MACHINE
LEARNING
DEVELOPING INTELLIGENT
APPLICATIONS AND BOTS
IMPLEMENTING PREDICTIVE
SOLUTIONS WITH SPARK IN
HDINSIGHT
CORE DATA
SCIENCE
資料科學核心
FUNDAMENTALS
基礎課程
APPLIED
DATA SCIENCE
應用資料科學
ANALYZING &
VISUALIZING
DATA WITH
POWER BI
QUERYING DATA
WITH TRANSACT-
SQL
DATA SCIENCE
ORIENTATION
ANALYZING AND
VISUALIZING DATA
WITH EXCEL
PRINCIPLES OF
MACHINE
LEARNING
Essential Statistics
for Data Analysis
using Excel
INTRODUCTION
TO R FOR DATA
SCIENCE
INTRODUCTION
TO PYTHON FOR
DATA SCIENCE
DATA SCIENCE
ESSENTIALS
CORTANA
COMPETITION
PROJECT
專案
Microsoft Professional Program
ANALYZING BIG DATA
WITH MICROSOFT R
SERVER
DATA SCIENCE
CHALLENGE
名稱
Data Science Professional Project
資料科學實際案例實作
目標
利用這一系列的學習，來解決一個真實世界
的資料科學問題。你必須開發出一套機器學
習的解決方案，經由測試來決定最終分數。
12

13. 線上學習網 edx.iiiedu.org.tw
http://edx.iiiedu.org.tw/
13

14. 國際菁英俱樂部 - 資料科學家
• 時間：9/5 ~ 12/26 每週二晚上 18:30 ~ 21:30
• 售價：原價 NT36,000 優惠價 NT$28,000
• 包含：專家引導/專屬諮詢群組/線上進度追蹤
• 窗口：鐘老師(02-6631-6555)、賴小姐(02-6631-6593)
Ryan@iii.org.tw WL9208@iii.org.tw
入門
資料科學導論
資料分析與視覺化
Excel 與 Power BI
人工智慧
R語言導論 Python導論
機器學習準則
整合
資料科學整合專案練習