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ISBN
| 9781800563452 | |
DDC
| 006 | |
Tác giả CN
| Molin, Stefanie | |
Nhan đề
| Hands-On Data Analysis with Pandas : A Python data science handbook for data collection, wrangling, analysis, and visualization / Stefanie Molin | |
Thông tin xuất bản
| UK : Packt, 2021 | |
Mô tả vật lý
| 788 p. : illustration ; 25 cm. | |
Tóm tắt
| Using real-world datasets, you will learn how to use the pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. | |
Từ khóa tự do
| Data Analysis | |
Từ khóa tự do
| Khoa học dữ liệu | |
Từ khóa tự do
| Data science | |
Khoa
| Khoa Công nghệ Thông tin | |
Địa chỉ
| 300Q12_Kho Mượn_1A(1): M003638 |
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| 008 | 240306s2021 xxk eng |
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| 009 | 1 0 |
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| 020 | |a9781800563452|c000 |
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| 044 | |avm |
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| 082 | |a006|bM7221|223 |
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| 100 | |aMolin, Stefanie |
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| 245 | |aHands-On Data Analysis with Pandas : |bA Python data science handbook for data collection, wrangling, analysis, and visualization / |cStefanie Molin |
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| 260 | |aUK : |bPackt, |c2021 |
|---|
| 300 | |a788 p. : |billustration ; |c25 cm. |
|---|
| 520 | |aUsing real-world datasets, you will learn how to use the pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. |
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| 653 | |aData Analysis |
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| 653 | |aKhoa học dữ liệu |
|---|
| 653 | |aData science |
|---|
| 690 | |aKhoa Công nghệ Thông tin |
|---|
| 691 | |aCông nghệ thông tin |
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| 852 | |a300|bQ12_Kho Mượn_1A|j(1): M003638 |
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| 856 | 1|uhttp://elib.ntt.edu.vn/documentdata01/2 tailieuthamkhao/000 tinhocthongtin/anhbiasach/49254_handsondataanalysisthumbimage.jpg |
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| 890 | |a1|b0|c1|d4 |
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Q12_Kho Mượn_1A
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