Udemy - Essential Data Science: Database and ETL With Python
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- Other > Other
- Files:
- 62
- Size:
- 820.1 MiB (859935269 Bytes)
- Uploaded:
- 2021-05-01 06:47:09 GMT
- By:
- tuts756
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- 4
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- Info Hash: 16C1A35F82E236A1550BA2FC407A7A2BB7DA1BB4
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Description
Extract, Transform, Load (ETL) is a process to process various data sources to be targeted data sources. ETL is one of required skill in data science to implement pre-processing and/or post-processing. This workshop is designed for anyone who wants to improve ETL skills.
The workshop will focus on the following data sources
Files
RDBMS databases
NoSQL databases
We start to learn for basic I/O files and directories. We can copy and delete files or directories. Next, we explore how to access various file types such as Text, CSV, JSON, and XML. In addition, we access remote data source over website and server-based S3 protocol.
We learn how to work with RDBMS database with Python. We use RBDMS database engines such as SQLite, MySQL, SQL Server and PostgreSQL. We perform CRUD (Create, Read, Update, Delete). We also access database table from Python Pandas. Then, we can convert Python Pandas Dataframe into database table.
We can leverage ETL with NoSQL database engines. We will work with MongoDB, Redis and Apache Cassandra. We perform CRUD (Create, Read, Update, Delete) on these NoSQL database engines. We also access NoSQL database from Python Pandas. Then, we can convert Python Pandas Dataframe into NoSQL database.
Last, we implement ETL Python program. We have three case studies to show how ETL work with Python.
This workshop needs a basic Python programming to follow all hands-on-labs. Internet access is needed when we’re installing additional Python libraries.
Who this course is for:
Student and professional developers
Any developer who wants to learn Python and database
Any developer who wants to learn ETL with Database
Requirements
Having a basic knowledge of Python programming
A computer with internet accesses
Last Updated 4/2021
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/2. Basic IO Files and Directories.mp4 | 88.42 MiB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/10.2 datasets.zip | 40.49 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/4.1 case3.zip | 15.83 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/3.1 case2.zip | 13.52 KiB |
| [TGx]Downloaded from torrentgalaxy.to .txt | 585 B |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/4.1 SQL Server Database_.zip | 3.7 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/4.1 Cassandra Database.zip | 3.67 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/10. Source Codes - Files.html | 55 B |
| .pad/0 | 1.33 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/4. SQL Server.mp4 | 85.56 MiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/2.1 case1.zip | 11.35 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/10.1 Section 2 - Files.zip | 10.2 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/5.1 PostgreSQL Database_.zip | 3.59 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/3.1 MySQL Database_.zip | 3.37 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/2.1 MongoDB Database.zip | 3.35 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/3.1 Redis Database.zip | 2.41 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/2.1 SQLite Database.zip | 2.27 KiB |
| .pad/1 | 410.1 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/3. MySQL.mp4 | 78.18 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/2. MongoDB.mp4 | 74.34 MiB |
| .pad/3 | 160.14 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/5. PostgreSQL.mp4 | 66.41 MiB |
| .pad/4 | 87.58 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/2. SQLite.mp4 | 58.51 MiB |
| .pad/5 | 500.13 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/7. XML.mp4 | 52.89 MiB |
| .pad/6 | 107.95 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/4. Apache Cassandra.mp4 | 45.54 MiB |
| .pad/7 | 467.24 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/3. Redis.mp4 | 42.86 MiB |
| .pad/8 | 141.96 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/2. [Case 1] Sources Multiple Files Target Database.mp4 | 24.89 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/6. JSON.mp4 | 23.96 MiB |
| .pad/10 | 42.22 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/4. [Case 3] Source Email Target Database and File.mp4 | 23.72 MiB |
| .pad/11 | 283.83 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/9. Reading Files from Server-Based S3 Protocol.mp4 | 22.33 MiB |
| .pad/12 | 179.08 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/3. Text Files.mp4 | 22.24 MiB |
| .pad/13 | 264.91 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/3. [Case 2] Source Multiple Files and A Database Target Database.mp4 | 21.21 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/5. Excel Files.mp4 | 20.82 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/8. Reading Files from HTTP Website ( Included Web Authentication).mp4 | 17.91 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/4. CSV Files.mp4 | 11.81 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/1. Introduction/1. Introduction.mp4 | 9.63 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/1. Introduction/2. Preparation.mp4 | 7.21 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/5. Real-World ETL Application Samples/1. Overview.mp4 | 5.62 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/2. Files/1. Overview.mp4 | 4.52 MiB |
| .pad/21 | 489.71 KiB |
| [TutsNode.com] - Essential Data Science Database and ETL With Python/3. RDBMS Databases/1. Overview.mp4 | 3.14 MiB |
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| [TutsNode.com] - Essential Data Science Database and ETL With Python/4. NoSQL Databases/1. Overview.mp4 | 2.6 MiB |
