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LetMeRead net Packt Python Automation Cookbook 2nd Edition by Jaime Buelta ISBN 1800207085 9781800202597

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ISBN 10: 1800207085
ISBN 13: 9781800202597
Author: Jaime Buelta

Get a firm grip on the core processes including browser automation, web scraping, Word, Excel, and GUI automation with Python 3.8 and higher Key Features Automate integral business processes such as report generation, email marketing, and lead generation Explore automated code testing and Python’s growth in data science and AI automation in three new chapters Understand techniques to extract information and generate appealing graphs, and reports with Matplotlib Book Description In this updated and extended version of Python Automation Cookbook, each chapter now comprises the newest recipes and is revised to align with Python 3.8 and higher. The book includes three new chapters that focus on using Python for test automation, machine learning projects, and for working with messy data. This edition will enable you to develop a sharp understanding of the fundamentals required to automate business processes through real-world tasks, such as developing your first web scraping application, analyzing information to generate spreadsheet reports with graphs, and communicating with automatically generated emails. Once you grasp the basics, you will acquire the practical knowledge to create stunning graphs and charts using Matplotlib, generate rich graphics with relevant information, automate marketing campaigns, build machine learning projects, and execute debugging techniques. By the end of this book, you will be proficient in identifying monotonous tasks and resolving process inefficiencies to produce superior and reliable systems. What you will learn Learn data wrangling with Python and Pandas for your data science and AI projects Automate tasks such as text classification, email filtering, and web scraping with Python Use Matplotlib to generate a variety of stunning graphs, charts, and maps Automate a range of report generation tasks, from sending SMS and email campaigns to creating templates, adding images in Word, and even encrypting PDFs Master web scraping and web crawling of popular file formats and directories with tools like Beautiful Soup Build cool projects such as a Telegram bot for your marketing campaign, a reader from a news RSS feed, and a machine learning model to classify emails to the correct department based on their content Create fire-and-forget automation tasks by writing cron jobs, log files, and regexes with Python scripting Who this book is for Python Automation Cookbook – Second Edition is for developers, data enthusiasts or anyone who wants to automate monotonous manual tasks related to business processes such as finance, sales, and HR, among others. Working knowledge of Python is all you need to get started with this book.

LetMeRead net Packt Python Automation Cookbook 2nd Table of contents:

  1. Who this book is for
  2. What this book covers
  3. To get the most out of this book
  4. Get in touch
  5. Let’s Begin Our Automation Journey
  6. Activating a virtual environment
  7. Getting ready
  8. How to do it…
  9. How it works…
  10. There’s more…
  11. See also
  12. Installing third-party packages
  13. Getting ready
  14. How to do it…
  15. How it works…
  16. There’s more…
  17. See also
  18. Creating strings with formatted values
  19. Getting ready
  20. How to do it…
  21. How it works…
  22. There’s more…
  23. See also
  24. Manipulating strings
  25. Getting ready
  26. How to do it…
  27. How it works…
  28. There’s more…
  29. See also
  30. Extracting data from structured strings
  31. Getting ready
  32. How to do it…
  33. How it works…
  34. There’s more…
  35. See also
  36. Using a third-party tool—parse
  37. Getting ready
  38. How to do it…
  39. How it works…
  40. There’s more…
  41. See also
  42. Introducing regular expressions
  43. Getting ready
  44. How to do it…
  45. How it works…
  46. There’s more…
  47. See also
  48. Going deeper into regular expressions
  49. How to do it…
  50. How it works…
  51. There’s more…
  52. See also
  53. Adding command-line arguments
  54. Getting ready
  55. How to do it…
  56. How it works…
  57. There’s more…
  58. See also
  59. Automating Tasks Made Easy
  60. Preparing a task
  61. Getting ready
  62. How to do it…
  63. How it works…
  64. There’s more…
  65. See also
  66. Setting up a cron job
  67. Getting ready
  68. How to do it…
  69. How it works…
  70. There’s more…
  71. See also
  72. Capturing errors and problems
  73. Getting ready
  74. How to do it…
  75. How it works…
  76. There’s more…
  77. See also
  78. Sending email notifications
  79. Getting ready
  80. How to do it…
  81. How it works…
  82. There’s more…
  83. See also
  84. Building Your First Web Scraping Application
  85. Downloading web pages
  86. Getting ready
  87. How to do it…
  88. How it works…
  89. There’s more…
  90. See also
  91. Parsing HTML
  92. Getting ready
  93. How to do it…
  94. How it works…
  95. There’s more…
  96. See also
  97. Crawling the web
  98. Getting ready
  99. How to do it…
  100. How it works…
  101. There’s more…
  102. See also
  103. Subscribing to feeds
  104. Getting ready
  105. How to do it…
  106. How it works…
  107. There’s more…
  108. See also
  109. Accessing web APIs
  110. Getting ready
  111. How to do it…
  112. How it works…
  113. There’s more…
  114. See also
  115. Interacting with forms
  116. Getting ready
  117. How to do it…
  118. How it works…
  119. There’s more…
  120. See also
  121. Using Selenium for advanced interaction
  122. Getting ready
  123. How to do it…
  124. How it works…
  125. There’s more…
  126. See also
  127. Accessing password-protected pages
  128. Getting ready
  129. How to do it…
  130. How it works…
  131. There’s more…
  132. See also
  133. Speeding up web scraping
  134. Getting ready
  135. How to do it…
  136. How it works…
  137. There’s more…
  138. See also
  139. Searching and Reading Local Files
  140. Crawling and searching directories
  141. Getting ready
  142. How to do it…
  143. How it works…
  144. There’s more…
  145. See also
  146. Reading text files
  147. Getting ready
  148. How to do it…
  149. How it works…
  150. There’s more…
  151. See also
  152. Dealing with encodings
  153. Getting ready
  154. How to do it…
  155. How it works…
  156. There’s more…
  157. See also
  158. Reading CSV files
  159. Getting ready
  160. How to do it…
  161. How it works…
  162. There’s more…
  163. See also
  164. Reading log files
  165. Getting ready
  166. How to do it…
  167. How it works…
  168. There’s more…
  169. See also
  170. Reading file metadata
  171. Getting ready
  172. How to do it…
  173. How it works…
  174. There’s more…
  175. See also
  176. Reading images
  177. Getting ready
  178. How to do it…
  179. How it works…
  180. There’s more…
  181. See also
  182. Reading PDF files
  183. Getting ready
  184. How to do it…
  185. How it works…
  186. There’s more…
  187. See also
  188. Reading Word documents
  189. Getting ready
  190. How to do it…
  191. How it works…
  192. There’s more…
  193. See also
  194. Scanning documents for a keyword
  195. Getting ready
  196. How to do it…
  197. How it works…
  198. There’s more…
  199. See also
  200. Generating Fantastic Reports
  201. Creating a simple report in plain text
  202. Getting ready
  203. How to do it…
  204. How it works…
  205. There’s more…
  206. See also
  207. Using templates for reports
  208. Getting ready
  209. How to do it…
  210. How it works…
  211. There’s more…
  212. See also
  213. Formatting text in Markdown
  214. Getting ready
  215. How to do it…
  216. How it works…
  217. There’s more…
  218. See also
  219. Writing a basic Word document
  220. Getting ready
  221. How to do it…
  222. How it works…
  223. There’s more…
  224. See also
  225. Styling a Word document
  226. Getting ready
  227. How to do it…
  228. How it works…
  229. There’s more…
  230. See also
  231. Generating structure in Word documents
  232. Getting ready
  233. How to do it…
  234. How it works…
  235. There’s more…
  236. See also
  237. Adding pictures to Word documents
  238. Getting ready
  239. How to do it…
  240. How it works…
  241. There’s more…
  242. See also
  243. Writing a simple PDF document
  244. Getting ready
  245. How to do it…
  246. How it works…
  247. There’s more…
  248. See also
  249. Structuring a PDF
  250. Getting ready
  251. How to do it…
  252. How it works…
  253. There’s more…
  254. See also
  255. Aggregating PDF reports
  256. Getting ready
  257. How to do it…
  258. How it works…
  259. There’s more…
  260. See also
  261. Watermarking and encrypting a PDF
  262. Getting ready
  263. How to do it…
  264. How it works…
  265. There’s more…
  266. See also
  267. Fun with Spreadsheets
  268. Writing a CSV spreadsheet
  269. Getting ready
  270. How to do it…
  271. How it works…
  272. There’s more…
  273. See also
  274. Updating CSV files
  275. Getting ready
  276. How to do it…
  277. How it works…
  278. There’s more…
  279. See also
  280. Reading an Excel spreadsheet
  281. Getting ready
  282. How to do it…
  283. How it works…
  284. There’s more…
  285. See also
  286. Updating an Excel spreadsheet
  287. Getting ready
  288. How to do it…
  289. How it works…
  290. There’s more…
  291. See also
  292. Creating new sheets in an Excel spreadsheet
  293. Getting ready
  294. How to do it…
  295. How it works…
  296. There’s more…
  297. See also
  298. Creating charts in Excel
  299. Getting ready
  300. How to do it…
  301. How it works…
  302. There’s more…
  303. See also
  304. Working with cell formats in Excel
  305. Getting ready
  306. How to do it…
  307. How it works…
  308. There’s more…
  309. See also
  310. Creating a macro in LibreOffice
  311. Getting ready
  312. How to do it…
  313. How it works…
  314. There’s more…
  315. See also
  316. Cleaning and Processing Data
  317. Preparing a CSV spreadsheet
  318. Getting ready
  319. How to do it…
  320. How it works…
  321. There’s more…
  322. See also
  323. Appending currency based on location
  324. Getting ready
  325. How to do it…
  326. How it works…
  327. There’s more…
  328. See also
  329. Standardizing the date format
  330. Getting ready
  331. How to do it…
  332. How it works…
  333. There’s more…
  334. See also
  335. Aggregating results
  336. Getting ready
  337. How to do it…
  338. How it works…
  339. There’s more…
  340. See also
  341. Process data in parallel
  342. Getting ready
  343. How to do it…
  344. How it works…
  345. There’s more…
  346. See also
  347. Process data with Pandas
  348. Getting ready
  349. How to do it…
  350. How it works…
  351. There’s more…
  352. See also
  353. Developing Stunning Graphs
  354. Plotting a simple sales graph
  355. Getting ready
  356. How to do it…
  357. How it works…
  358. There’s more…
  359. See also
  360. Drawing stacked bars
  361. Getting ready
  362. How to do it…
  363. How it works…
  364. There’s more…
  365. See also
  366. Plotting pie charts
  367. Getting ready
  368. How to do it…
  369. How it works…
  370. There’s more…
  371. See also
  372. Displaying multiple lines
  373. Getting ready
  374. How to do it…
  375. How it works…
  376. There’s more…
  377. See also
  378. Drawing a scatter plot
  379. Getting ready
  380. How to do it…
  381. How it works…
  382. There’s more…
  383. See also
  384. Visualizing maps
  385. Getting ready
  386. How to do it…
  387. How it works…
  388. There’s more…
  389. See also
  390. Adding legends and annotations
  391. Getting ready
  392. How to do it…
  393. How it works…
  394. There’s more…
  395. See also
  396. Combining graphs
  397. Getting ready
  398. How to do it…
  399. How it works…
  400. There’s more…
  401. See also
  402. Saving charts
  403. Getting ready
  404. How to do it…
  405. How it works…
  406. There’s more…
  407. See also
  408. Dealing with Communication Channels
  409. Working with email templates
  410. Getting ready
  411. How to do it…
  412. How it works…
  413. There’s more…
  414. See also
  415. Sending an individual email
  416. Getting ready
  417. How to do it…
  418. How it works…
  419. There’s more…
  420. See also
  421. Reading an email
  422. Getting ready
  423. How to do it…
  424. How it works…
  425. There’s more…
  426. See also
  427. Adding subscribers to an email newsletter
  428. Getting ready
  429. How to do it…
  430. How it works…
  431. There’s more…
  432. See also
  433. Sending notifications via email
  434. Getting ready
  435. How to do it…
  436. How it works…
  437. There’s more…
  438. See also
  439. Producing SMS messages
  440. Getting ready
  441. How to do it…
  442. How it works…
  443. There’s more…
  444. See also
  445. Receiving SMS
  446. Getting ready
  447. How to do it…
  448. How it works…
  449. There’s more…
  450. See also
  451. Creating a Telegram bot
  452. Getting ready
  453. How to do it…
  454. How it works…
  455. There’s more…
  456. See also
  457. Why Not Automate Your Marketing Campaign?
  458. Introduction
  459. Detecting opportunities
  460. Getting ready
  461. How to do it…
  462. How it works…
  463. There’s more…
  464. See also
  465. Creating personalized coupon codes
  466. Getting ready
  467. How to do it…
  468. How it works…
  469. There’s more…
  470. See also
  471. Sending a notification to a customer on their preferred channel
  472. Getting ready
  473. How to do it…
  474. How it works…
  475. There’s more…
  476. See also
  477. Preparing sales information
  478. Getting ready
  479. How to do it…
  480. How it works…
  481. There’s more…
  482. See also
  483. Generating a sales report
  484. Getting ready
  485. How to do it…
  486. How it works
  487. There’s more…
  488. See also
  489. Machine Learning for Automation
  490. Introduction
  491. Analyzing images with Google Cloud Vision AI
  492. Getting ready
  493. How to do it…
  494. How it works…
  495. There’s more…
  496. See also
  497. Extracting text from images with Google Cloud Vision AI
  498. Getting ready
  499. How to do it…
  500. How it works…
  501. There’s more…
  502. See also
  503. Analyzing text with Google Cloud Natural Language
  504. Getting ready
  505. How to do it…
  506. How it works…
  507. There’s more…
  508. See also
  509. Creating your own custom machine learning model to classify text
  510. Getting ready
  511. How to do it…
  512. How it works…
  513. There’s more…
  514. See also
  515. Automatic Testing Routines
  516. Introduction
  517. Writing and executing test cases
  518. Getting ready
  519. How to do it…
  520. How it works…
  521. There’s more…
  522. See also
  523. Testing external code
  524. Getting ready
  525. How to do it…
  526. How it works…
  527. There’s more…
  528. See also
  529. Testing using dependency mocking
  530. Getting ready
  531. How to do it…
  532. How it works…
  533. There’s more…
  534. See also
  535. Testing using HTTP call mocking
  536. Getting ready
  537. How to do it…
  538. How it works…
  539. There’s more…
  540. See also
  541. Preparing testing scenarios
  542. Getting ready
  543. How to do it…
  544. How it works…
  545. There’s more…
  546. See also
  547. Running tests selectively
  548. Getting ready
  549. How to do it…
  550. How it works…
  551. There’s more…
  552. See also
  553. Debugging Techniques
  554. Introduction
  555. Learning Python interpreter basics
  556. How to do it…
  557. How it works…
  558. There’s more…
  559. See also
  560. Debugging through logging
  561. Getting ready
  562. How to do it…
  563. How it works…
  564. There’s more…
  565. See also
  566. Debugging with breakpoints
  567. Getting ready
  568. How to do it…
  569. How it works…
  570. There’s more…
  571. See also
  572. Improving your debugging skills
  573. Getting ready
  574. How to do it…
  575. How it works…
  576. There’s more…
  577. See also
  578. Other Books You May Enjoy
  579. Index

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Tags: Jaime Buelta, Automation Cookbook, Packt Python