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The 2024 ISDSA Meeting will be held in Vienna, Austria from July 21-24, 2024.

certification:programs

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certification:programs [2019/08/07 19:10]
ISDSA [Intermediate Data Scientist]
certification:programs [2019/08/08 20:35]
ISDSA [Advanced Data Scientist]
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 | Skills | Beginner | Intermediate | Advanced | | Skills | Beginner | Intermediate | Advanced |
-| Data ethics | **✓** | **✓** |   +| Data ethics | **✓** | **✓** | **✓**  ​
-| Data management | **✓** | **✓** |   +| Data management | **✓** | **✓** | **✓** ​
-| Data manipulation | **✓** | **✓** |   +| Data manipulation | **✓** | **✓** | **✓** ​
-| Basic data visualization | **✓** | **✓** |   +| Basic data visualization | **✓** | **✓** | **✓**  ​
-| Basic statistical methods | **✓** | **✓** |   +| Basic statistical methods | **✓** | **✓** | **✓**  ​
-| Basic programming | **✓** | **✓** |   +| Basic programming | **✓** | **✓** | **✓**  ​
-| Oral communication | **✓** | **✓** |   +| Oral communication | **✓** | **✓** | **✓**  ​
-| Data analysis reports | **✓** | **✓** |   +| Data analysis reports | **✓** | **✓** | **✓**  ​
-| Working with big data |   | **✓** |   +| Working with big data |   | **✓** | **✓**  ​
-| Predictive models |   | **✓** |   +| Predictive models |   | **✓** | **✓**  ​
-| Classification and regression tree |   | **✓** |   +| Classification and regression tree |   | **✓** | **✓**  ​
-| Scientific writing |   | **✓** |   +| Scientific writing |   | **✓** | **✓**  ​
-| Advanced programming skills using R and/or Python |   | **✓** |   |+| Advanced programming skills using R and/or Python |   | **✓** | **✓**  ​|
 | Text mining |   |   | **✓** | | Text mining |   |   | **✓** |
 | Computer vision |   |   | **✓** | | Computer vision |   |   | **✓** |

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