study_group_Practical_Statistics_for_Data_Scientists

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study_group_Practical_Statistics_for_Data_Scientists

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Practical Statistics for Data Scientists 50+ Essential Concepts Using R and Python 2nd edition

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# Study_group_Practical_Statistics_for_Data_Scientists
Practical Statistics for Data Scientists 50+ Essential Concepts Using R and Python 2nd edition

**Book Link:** https://lnkd.in/dQCUSYDb

**The Book Official Github:** https://github.com/gedeck/practical-statistics-for-data-scientists#readme

**Study group materials**
| Date | Presentation Material | Presented by |
| :---: | :---: | :---: | 
| 08/01/21 & 15/01/21 | [Chapitre 1 : Exploratory Data Analysis (Part 1 & 2)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%201%20Exploratory%20Data%20Analysis.pdf). | Lamiae Hana |
| 23/01/21 | [Feature engineering](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Feature%20Engineering/Feature%20engineering.pdf) | Oussama OUARDINI |
| 29/01/22 | [Chapitre 2 : Data Sampling and Distribution (Part 1)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%202-part%201%20Data%20sampling%20and%20distribution.pdf). | Imane Bouayad |
|  | [Chapitre 2 : Data Sampling and Distribution (Part 2)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%202-part%202%20Data%20sampling%20and%20distribution.pdf). | Salma Hamdoune |
| 05/02/22 | [Chapitre 3 : Statistical Experiments and Significance Testing (Part 1)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapitre%203%20-%20part%201%20Statistical%20Experiments%20and%20Significance%20Testing_Part%201.pdf) | Samah El KAH |
|  | [Chapitre 3 : Statistical Experiments and Significance Testing (Part 2)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%203-%20part%202%20Statistical%20Experiments%20and%20Significance%20Testing.pdf) | Lamiae Hana |
| 26/02/22 | [Chapitre 4 : Regression and Prediction (Part 1)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%20%204%20-%20Regression%20and%20Prediction%20(Part%201).pdf) | Wala'a Khalili |
|  | [Chapitre 4 : Regression and Prediction (Part 2)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Regression%20And%20Prediction%20Part%202.pptx) | Tarik Bouchnayaf |
| 00/00/2022 | [Chapitre 5 : Classification (Part 1)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapitre%205%20%20Classification%20-%20Part%201.pptx) | Mariem Azouigui |
|  | [Chapitre 5 : Classification (Part 2)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%205-part%202%20Classification.pdf) | Ismail Sabri |
| 00/00/2022  | [Chapitre 6 : Statistical Machine Learning (Part 1)](XXX) | Oussama Ouardini* |
|   | [Chapitre 6 : Statistical Machine Learning (Part 2)](XXX) | Samah El Kah* |
| 00/00/2022  | [Chapitre 7 : Unsupervised Learning (Part 1)](https://github.com/lamiaehana/study_group_Practical_Statistics_for_Data_Scientists/blob/main/Chapter%207-part%201%20UnsupervisedLearning.pdf) | Mira Boussarendal |
|  | [Chapitre 7 : Unsupervised Learning (Part 2)](XXX) | Tarik Bouchnayaf* |

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