PyBites Platform | Real World Python Exercises

Bites of Py Catalogue

Bite	Level	Tags
Bite 1. Sum n numbers		3.10 None default args freebie range sum
Bite 2. Regex Fun		3.10 findall freebie re regular expressions
Bite 3. Word Values		3.10 Scrabble freebie max sum
Bite 4. Top 10 PyBites tags		3.10 Counter xml
Bite 5. Parse a list of names		3.10 freebie lambda list comprehensions min sorting
Bite 6. PyBites Die Hard		3.10 Counter file processing generators namedtuple
Bite 7. Parsing dates from logs		3.10 datetime file processing
Bite 8. Rotate string characters		3.10 deque slicing
Bite 9. Palindromes		3.10 algorithms list comprehensions max reverse
Bite 10. Practice exceptions		3.10 exception handling raise
Bite 11. Enrich a class with dunder methods		3.10 dunder methods functools properties
Bite 12. Write a user validation function		3.10 classes exception handling namedtuple
Bite 13. Convert dict to namedtuple/json		3.10 dict json namedtuple
Bite 14. Generate a table of n sequences		3.10 generators zip
Bite 15. Enumerate 2 sequences		3.10 enumerate string formatting
Bite 16. PyBites date generator		3.10 datetime generators
Bite 17. Form teams from a group of friends		3.10 itertools
Bite 18. Find the most common word		3.10 Counter data analysis list comprehensions
Bite 19. Write a property		3.10 datetime properties
Bite 20. Write a context manager		3.10 context managers dunder methods operator overloading with statement
Bite 21. Query a nested data structure		3.10 data structures dictionary comprehensions list comprehensions sorting
Bite 22. Write a decorator with argument		3.10 decorators
Bite 23. Find words that are > 95% similar		3.10 SequenceMatcher difflib file processing findall itertools
Bite 24. ABC's and class inheritance		3.10 ABCs abstractmethod classes inheritance
Bite 25. No promo twice, keep state in a class		3.10 classes exception handling properties
Bite 26. Dictionary comprehensions are awesome		3.10 dictionary comprehensions
Bite 27. Parse omdb movie json data		3.10 APIs glob json movie data
Bite 28. Converting date strings to datetimes		3.10 Counter datetime findall
Bite 29. Martin's IQ test		3.10 enumerate string module
Bite 30. Movie data analysis		3.10 data analysis defaultdict freebie mean movie data namedtuple sorting
Bite 31. Matrix multiplication / @ operator		3.10 __matmul__dunder methods operator overloading
Bite 32. Don't let mutability fool you		3.10 deepcopy mutability
Bite 33. Transpose a data structure		3.10 dict zip
Bite 34. Building a Karma app - implement the User class		3.10 classes dunder methods namedtuple operator overloading properties
Bite 35. Having fun with heapq		3.10 datetime heapq
Bite 36. Having fun with args and *kwargs		3.10 args function arguments kwargs
Bite 37. Rewrite a for loop using recursion		3.10 recursion reverse
Bite 38. Using ElementTree to parse XML		3.10 movie data xml
Bite 39. Calculate the total duration of a course		3.10 datetime findall numbers timedelta
Bite 40. Write a binary search algorithm		3.10 algorithms binary search
Bite 41. Write a login_required decorator		3.10 decorators functools
Bite 42. Number Guessing Game Class		3.10 classes games random
Bite 43. Force keyword arguments		3.10 function arguments kwargs
Bite 44. License key generator		3.10 list comprehensions secrets string module
Bite 45. Keep a queue of last n items		3.10 deque
Bite 46. You are a programmer! Code Fizz Buzz		3.10 fizzbuzz
Bite 47. Write a new password field validator		3.10 re string module
Bite 48. Make a bar chart of new Safari books		3.10 bar chart data analysis
Bite 49. Scrape Packt's html with BeautifulSoup		3.10 beautifulsoup namedtuple requests
Bite 50. Make a little PyBites search engine (feedparser)		3.10 any feedparser list comprehensions namedtuple search
Bite 51. When does Python 2 die on Planet Miller?		3.10 datetime
Bite 52. Create a movie quote API with Flask		3.10 APIs Flask movie data
Bite 53. Convert text into multiple columns		3.10 string manipulation
Bite 54. Nicer formatting of a poem or text		3.10 string manipulation textwrap
Bite 55. Get the latest game releases from Steam's RSS feed		3.10 feedparser namedtuple
Bite 56. Add a command line interface to our BMI calculator		3.10 argparse
Bite 57. Create a simple calculator that receives command line arguments		3.10 argparse functools reduce
Bite 58. Using argparse to interface with a grocery cart		3.10 argparse
Bite 59. Create a multiplication table class of variable length		3.10 classes dunder methods exception handling numbers
Bite 60. Create a deck of Uno cards		3.10 list comprehensions list namedtuple
Bite 61. Create a variable size Paw Patrol card deck with random actions		3.10 itertools namedtuple random string module
Bite 62. Data structures matter - speed up your Python code		3.10 data structures performance
Bite 63. Use an infinite iterator to simulate a traffic light		3.10 iterators itertools namedtuple
Bite 64. Fix a truncating zip function		3.10 itertools zip
Bite 65. Get all valid dictionary words for a draw of letters		3.10 Scrabble itertools set
Bite 66. Calculate the running average of a sequence		3.10 enumerate itertools mean
Bite 67. Working with datetimes		3.10 datetime timedelta
Bite 68. Remove punctuation characters from a string		3.10 string manipulation string module
Bite 69. Regex Fun - part II		3.10 re regular expressions
Bite 70. Create your own iterator		iterators random
Bite 71. Keep state in a class + make its instance callable		3.10 classes dunder methods
Bite 72. Retrieve the right Ninja Belt based on score		3.10 OrderedDict itertools
Bite 73. Organize a meeting between timezones (pytz)		3.10 pytz timezones
Bite 74. What day of the week were you born on?		3.10 calendar
Bite 75. Parse Unix cal to a weekday mapping		3.10 Unix re zip
Bite 76. The singledispatch countdown challenge		3.10 decorators functools singledispatch
Bite 77. New places to travel to		3.10 set operations set
Bite 78. Find programmers with common languages		3.10 set operations set
Bite 79. Parse a csv file and create a bar chart		3.10 bar chart community csv requests
Bite 80. Check equality of two lists		3.10 enum equality list
Bite 81. Filter and order tweets by polarity values		3.10 TextBlob Twitter namedtuple
Bite 82. Define a Score Enum and customize it adding methods		3.10 __str__classmethod enum
Bite 83. At what time does PyBites live?		3.10 pytz timezones
Bite 84. Flatten lists recursively (Droste Bite)		3.10 list recursion
Bite 85. Write a score property		3.10 classes properties
Bite 86. Create a RGB-to-Hex converter		3.10 string formatting
Bite 87. Convert Decimal to Roman Numerals		3.10 OrderedDict numbers
Bite 88. Write a performance monitoring context manager		3.10 Counter context managers
Bite 89. Playing with lists and dicts		3.10 data structures dict list
Bite 90. What South Park characters talk most?		3.10 Counter csv data analysis defaultdict requests
Bite 91. Matching multiple strings		3.10 all any string matching
Bite 92. Humanize a datetime		3.10 datetime namedtuple
Bite 93. Rock-paper-scissors and generator's send		3.10 coroutines games random
Bite 94. Parse PyCon talk data from YouTube		3.10 list comprehensions max namedtuple
Bite 95. Subclass the dict built-in		3.10 classes inheritance
Bite 96. Build Unix' wc program in Python		3.10 Unix file processing tempfile
Bite 97. BeautifulSoup II - scrape US holidays		3.10 beautifulsoup defaultdict dict
Bite 98. Code your way out of a grid		3.10 looping namedtuple numbers tuple unpacking
Bite 99. Write an infinite sequence generator		3.10 generators itertools string module zip
Bite 100. Display the last part of a file (Unix tail)		3.10 Unix file processing slicing strip
Intro Bite 01. F-strings and a simple if/else		3.10 f-strings freebie if/else
Intro Bite 02. Infinite loop, input, continue and break		3.10 break continue freebie input mock.patch while
Intro Bite 03. Loop through a dictionary and pluralise a word		3.10 dict freebie looping
Intro Bite 04. Split and join		3.10 freebie join split
Intro Bite 05. Slice and dice		3.10 freebie replace slicing split string module strip
Intro Bite 06. Strip out vowels and count the number of replacements		3.10 Zen of Python counting freebie regular expressions replace string manipulation
Intro Bite 07. Filter numbers with a list comprehension		3.10 freebie list comprehensions modulo
Intro Bite 08. Loop over a dict of namedtuples calculating a total score		3.10 counting dict freebie namedtuple
Intro Bite 09. Workout dictionary lookups		3.10 dict exception handling format freebie string manipulation ternary
Intro Bite 10. Type conversion and exception handling		3.10 exception handling freebie raise type casting
Bite 111. Use the ipinfo API to lookup IP country		3.10 APIs json mock.patch requests
Bite 112. Social Media Username Validator		3.10 namedtuple range re regular expressions string manipulation string matching typing
Bite 113. Filter words with non-ascii characters		3.10 all ascii ord unicode
Bite 114. Implement a Color class with staticmethod		3.10 __repr____str__hex staticmethod string module
Bite 115. Count leading spaces		3.10 counting string matching
Bite 116. List and filter files in a directory		3.10 generators glob os module
Bite 117. Round a number even (a.k.a. banker's rounding)		3.10 Decimal rounding
Bite 118. List exercise: return first occurrence indices of duplicated words		3.10 counting list comprehensions set
Bite 119. Xmas tree generator		3.10 default args join range string formatting
Bite 120. Write a numbers validation decorator		3.10 decorators
Bite 121. Determine the strength of a password		3.10 re string matching
Bite 122. Check if two words are anagrams		3.10 anagram string matching
Bite 123. Find the user with most friends		3.10 defaultdict looping sorting tuples
Bite 124. Marvel data analysis		3.10 Counter csv data analysis list comprehensions rounding sum
Bite 125. Get the most recommended books		3.10 Counter beautifulsoup default args list comprehensions requests
Bite 126. The Emoji (Unicode) Bite		3.10 emojis sys unicode
Bite 127. Return the right ordinal suffix for a number		3.10 dict modulo numbers string manipulation
Bite 128. Work with datetime's strptime and strftime		3.10 datetime strftime strptime
Bite 129. Analyze Stock Data		3.10 counting data analysis json requests sorting string manipulation
Bite 130. Analyze some basic Car Data		3.10 Counter data analysis list comprehensions set
Bite 131. Screen scraper		3.10 dict index regular expressions slicing string manipulation
Bite 132. Find the word with the most vowels		3.10 counting lambda list comprehensions string matching
Bite 133. Convert an Amazon URL into an affiliation link		3.10 regular expressions string manipulation
Bite 134. Two Sums		3.10 index looping sorting sum
Bite 135. Sort a list of book objects		3.10 attrgetter datetime lambda list namedtuple operator sorting
Bite 136. Bloodtypes		3.10 enum exception handling multi type input
Bite 137. Gourmets' Nightmare		3.10 Counter intersection operator sorting
Bite 138. OOP fun at the Zoo		3.10 __str__classes classmethod itertools
Bite 139. Calculate a coding streak in days		3.10 datetime string manipulation timedelta
Bite 140. PyBites First Pandas Bite		3.10 csv data analysis pandas
Bite 141. Primitive date format inferrer		3.10 classmethod datetime enum exception handling
Bite 142. Exception Handling: Calculate the Winning Player		3.10 exception handling namedtuple numbers
Bite 143. Look up a value in 3 dictionaries		3.10 collections dict
Bite 144. Calculate the Number of Months Passed		3.10 datetime dateutil exception handling
Bite 145. Record Breakers		3.10 csv data analysis pandas
Bite 146. Rhombus generator		3.10 f-strings format string formatting
Bite 147. 100 WEEKDays of Code Date Range		3.10 datetime dateutil
Bite 148. Print Car Data Grouped by Manufacturer		3.10 data structures itertools operator sorting
Bite 149. Sorting words with constraint		3.10 lambda sorting string manipulation
Bite 150. Turn messy CSV into JSON		3.10 csv json pandas re string manipulation
Bite 151. Contemporary Composers		3.10 datetime dict exception handling generators namedtuple
Bite 152. Manipulate string decorator		3.10 decorators kwargs list string manipulation
Bite 153. Round a sequence of numbers		3.10 list comprehensions math rounding
Bite 154. Write your own Data Class		3.10 data structures dataclasses hashable sorting type hinting
Bite 155. Split a string by spaces or quoted text		3.10 split string manipulation
Bite 156. Make an index of story characters		3.10 collections defaultdict enumerate sorting string matching
Bite 157. Filter out accented characters		3.10 string matching unicode
Bite 158. Subclass the list built-in		3.10 dunder methods exception handling inheritance list mean median operator overloading properties statistics
Bite 159. Create a simple calculator		3.10 exception handling numbers operator
Bite 160. 15-way Rock Paper Scissors		3.10 csv dict exception handling games
Bite 161. Count the number of files and directories		3.10 counting directories files os module
Bite 162. Vertically align output of counters		3.10 string formatting
Bite 163. Which packages were upgraded?		3.10 comparison dict numbers string manipulation
Bite 164. CLI tool: HTML link converter (stdin to stdout)		3.10 data wrangling exception handling html stdin string formatting string manipulation sys
Bite 165. Parse an /etc/passwd file output		3.10 split string manipulation tuple unpacking
Bite 168. Ninja Rankings		3.10 bisect classes dataclasses dunder methods heapq tuples
Bite 166. Complete a tox ini file parser class		3.10 classes configparser properties string matching string parsing tox
Bite 167. Complete a User class: properties and representation dunder methods		3.10 __repr____str__classes dunder methods f-strings properties string manipulation
Bite 169. Simple length converter		3.10 exception handling numbers rounding
Bite 174. String manipulation and metrics		3.10 Counter dataclasses list comprehensions properties string formatting string manipulation translate
Bite 170. Analyze McDonald's food data		3.10 data analysis pandas
Bite 171. Make a terminal spinner animation		3.10 command line itertools stdout sys time
Bite 172. Having fun with Python Partials		3.10 functools partial rounding
Bite 173. Set up future notifications		3.10 datetime f-strings findall timedelta
Bite 175. Find missing dates		3.10 datetime dateutil pandas
Bite 176. Create a variable length chessboard		3.10 modulo range stdout
Bite 177. Use Pandas to find most common genres in a movie excel sheet		3.10 data cleaning excel groupby movie data pandas
Bite 178. Parse PyBites blog git commit log		3.10 Counter data analysis datetime dateutil string parsing
Bite 179. Strip comments from Python code		3.10 comments regular expressions string parsing
Bite 180. Group names by country		3.10 collections defaultdict groupby
Bite 181. Keep a list sorted upon insert		3.10 __str__bisect classes data structures
Bite 182. Parse a bunch of quotes from HTML		3.10 dict regular expressions string manipulation string parsing
Bite 183. Analyze sales data with pandas		3.10 data analysis groupby pandas
Bite 184. Analyze some Bite stats data		3.10 Counter csv data analysis set
Bite 185. Create a simple spelling suggester		3.10 SequenceMatcher difflib string matching
Bite 186. Calculate number of books to have read at date ...		3.10 datetime dateutil exception handling
Bite 187. Actor/actress age at movie release		3.10 dataclasses dateutil f-strings
Bite 188. Get statistics from PyBites test code		3.10 data analysis file processing statistics
Bite 189. Filter a list of names		3.10 break continue generators looping
Bite 192. Some logging practice		3.10 callable logging
Bite 190. Parse income distribution from Latin America XML		3.10 data analysis defaultdict xml
Bite 191. Starwars character with highest BMI		3.10 max operator string manipulation tuple unpacking
Bite 193. Most upvoted StackOverflow Python questions		3.10 beautifulsoup requests sorting string matching web scraping
Bite 194. Add caching to a Fibonacci function		3.10 fibonacci functools lru_cache performance
Bite 195. Analyze NBA Data with sqlite3		3.10 SQL data analysis databases sqlite3
Bite 196. Create a JS-like dict object		3.10 classes dict inheritance javascript
Bite 197. What date is Mother's Day celebrated?		3.10 datetime dateutil
Bite 198. Calculate my Mac's longest uptime		3.10 data wrangling datetime dateutil string parsing
Bite 199. Multiple inheritance (__mro__)		3.10 __mro__classes inheritance multiple inheritance
Bite 200. 🥳 Minecraft Enchantable Items		3.10 beautifulsoup web scraping
Bite 201. Call a Cisco Nexus 9k device		3.10 networking requests
Bite 202. Analyze some Bite stats data - part II		3.10 csv data analysis sorting
Bite 203. Type hinting practice		3.10 classes dataclasses type hinting
Bite 204. Pomodoro with asyncio		3.10 asyncio pomodoro
Bite 205. Female speakers @ Pycon US		3.10 beautifulsoup counting data wrangling gender_guesser
Bite 206. Calculate and evenly split the bill		3.10 Decimal numbers rounding
Bite 207. Cached property decorator		3.10 caching classes decorators properties
Bite 208. Find the number pairs summing up N		3.10 itertools looping numbers
Bite 209. Write a Sphinx docstring		3.10 data types docstring sphinx
Bite 210. Add Type Annotations		3.10 annotations type hinting typing
Bite 211. Write a retry decorator		3.10 decorators exception handling
Bite 212. Suppressing exceptions		3.10 context managers exception handling
Bite 213. Code a translation fixer		3.10 regular expressions
Bite 214. A countdown generator		3.10 generators
Bite 215. Validate a license key		3.10 bool regular expressions
Bite 216. Parse an email header		3.10 regular expressions
Bite 217. Capture stdout		3.10 StringIO context managers
Bite 218. Create a sandwich decorator		3.10 decorators
Bite 219. Bite notification planner		3.10 datetime generators
Bite 220. Analysing @pythonbytes RSS feed		3.10 Counter classes feedparser max min namedtuple regular expressions string matching type hinting
Bite 221. Parse best selling lists using the NY Times API		3.10 APIs json mock requests
Bite 222. Split an iterable in groups of size n		3.10 generators iterators itertools looping
Bite 223. Unix file permissions		3.10 dict list comprehensions string manipulation
Bite 224. Get sentences from a text		3.10 data wrangling regular expressions string manipulation
Bite 225. Swap case PyBites characters		3.10 looping string manipulation string parsing
Bite 226. Get top titles from news.python.sc		3.10 beautifulsoup namedtuple news requests sorting string parsing web scraping
Bite 227. Convert Warcraft json data to csv		3.10 csv exception handling json
Bite 228. Create a Gravatar URL		3.10 gravatar hashlib string formatting
Bite 229. Scrape best programming books		3.10 beautifulsoup books classes data cleaning data wrangling sorting web scraping
Bite 230. Thumbs up for operator overloading		3.10 classes dunder methods emojis exception handling operator overloading
Bite 231. Where are the emojis?		3.10 emojis list comprehensions list looping regular expressions
Bite 232. Analyze gold prices		3.10 comparison data analysis looping pandas sorting string parsing
Bite 233. Make a zipfile of the latest log files		3.10 datetime os module pathlib zipfile
Bite 234. Capitalize sentences		3.10 regular expressions string manipulation string matching string parsing
Bite 235. Which Bite has the fastest tests?		3.10 sorting string parsing type casting
Bite 236. User experience matters! Suggest matching files		3.10 difflib files pathlib
Bite 237. Get the dates Ninja belts were earned		3.10 datetime json looping pandas sorting
Bite 238. Write tests for Fibonacci		3.7 fibonacci freebie pytest
Bite 239. Test FizzBuzz		3.7 fizzbuzz pytest
Bite 240. Write tests for an Account class		3.7 classes pytest
Bite 241. Write tests for list_to_decimal		3.7 exception handling freebie pytest
Bite 242. Zodiacal data parsing		3.7 datetime fixtures pytest
Bite 243. Test code that parses JSON and IP ranges		3.7 dataclasses ipaddress json pytest
Bite 244. Make mutpy's output more digestible		3.10 data wrangling looping mutpy string matching string parsing
Bite 245. Xmas Tree 2.0		3.10 range string formatting
Bite 246. Test print / standard output		3.7 capfd capsys list comprehensions pytest stdout
Bite 247. Mocking a standard library function		3.7 mock.patch pytest random
Bite 248. Test a number guessing game		3.7 classes exception handling games mock.patch pytest
Bite 249. Test a movie DB class		3.7 SQL classes fixtures movie data pytest sqlite3
Bite 250. PyBites URL Shortener		3.10 decode dict encode string manipulation string module type hinting
Bite 251. Introducing Pandas Series		3.10 pandas series string module
Bite 252. Let's play with Pandas Series		3.10 numpy pandas series slicing type hinting
Bite 253. More Pandas Series Practice		3.10 math pandas series statistics
Bite 254. Global vs local variables		3.10 global sum
Bite 255. Codon Usage		3.10 bioinformatics collections textwrap
Bite 256. Scrape PyCon events		3.10 beautifulsoup data analysis json namedtuple pycon requests web scraping
Bite 257. Extract users dict from a multiline string		3.10 dict string parsing
Bite 258. What the flux?		3.10 finance math pandas
Bite 259. Reverse complement		3.10 bioinformatics string manipulation translate
Bite 260. Let's play with Pandas DataFrames		3.10 dataframes pandas
Bite 261. Visit all PyCons in Europe		3.10 data analysis dataclasses itertools math
Bite 262. GC content		3.10 bioinformatics collections
Bite 263. Count the number of islands in a grid		3.10 algorithms looping string
Bite 264. Clamy Fernet		3.8 cryptography dataclasses encode encryption fernet typing
Bite 265. Optimal fund raising		3.10 algorithms looping math
Bite 266. Composition, Inheritance, Abstract Base Class, what?		3.10 ABCs abstractmethod beautifulsoup composition dataclasses inheritance namedtuple string formatting typing urllib web scraping
Bite 267. Measure the size of an island		3.10 algorithms looping math
Bite 269. Taxable Income Calculator		3.10 classes dataclasses finance namedtuple properties typing
Bite 268. Number Transformers		3.10 algorithms numbers
Bite 270. Most frequent digit in number		3.10 Counter counting numbers
Bite 271. Get all class names from a module		3.10 inspect list comprehensions
Bite 272. Find common words		3.10 algorithms set operations string matching
Bite 273. Shortest path (Graph Bite)		3.10 algorithms computer science graph
Bite 274. Number conversion problem		3.10 algorithms numbers recursion
Bite 275. Get the most common email domains		3.10 Counter requests set string parsing web scraping
Bite 276. Get Father's days by date and country		3.10 dateutil string manipulation string parsing
Bite 277. Number of coin changes		3.10 algorithms dynamic programming
Bite 278. Major and minor numbers		3.10 collections max min numbers
Bite 279. Armstrong numbers		3.10 algorithms numbers
Bite 280. Regular Expression Lookahead/Lookbehind		3.10 lookahead lookbehind regular expressions
Bite 281. Generating sales reports from Github data		3.8 data analysis pandas
Bite 282. Evaluate a Bridge hand		3.10 classes enum exception handling looping properties sorting
Bite 283. Like there's no tomorrow?		3.10 datetime
Bite 284. Pascal triangle		3.10 Pascal algorithms
Bite 285. Nested List Extraction		3.10 data structures string parsing
Bite 286. Decompress		3.10 recursion string manipulation
Bite 287. Sum indices		3.10 looping sum
Bite 288. Smallest number		3.10 numbers
Bite 289. Round to next number		3.10 math
Bite 290. Class Rosters Data Conversion		3.10 csv string parsing tuple unpacking
Bite 291. Find the fastest speech		3.10 datetime sorting string manipulation
Bite 292. Scoring matrices		3.10 bioinformatics enumerate looping numbers zip
Bite 293. N digit numbers		3.10 numbers
Bite 294. Bowling score		3.10 games looping numbers
Bite 295. Join lists		3.10 iteration joining list
Bite 296. Jagged list		3.10 iteration itertools list
Bite 297. Rename keys		3.10 data cleaning dict iteration
Bite 298. Fasta to 2-Line Fasta		3.8 bioinformatics biopython
Bite 299. Base converter		3.10 base exception handling
Bite 300. 🥳 PTO Calculator		3.10 calendar datetime exception handling looping numbers string formatting
Bite 301. Exchange rates		3.10 datetime dict sorting
Bite 302. Get and write all code from a JSON file		3.10 file processing filecmp json string manipulation
Bite 303. Unique genes		3.8 bioinformatics biopython
Bite 304. Most identical letters in a word		3.10 Counter casefold max string matching
Bite 305. Split once, delimit many		3.10 looping split string parsing
Bite 306. Translate coding sequences to proteins		3.8 bioinformatics biopython
Bite 307. SQLite3 introduction		3.10 SQL databases sqlite3
Bite 308. Calculate the median from a dictionary		3.10 median sorting sum
Bite 309. A simple document class		3.10 annotations classes method chaining properties string
Bite 310. Create file pairs		3.10 bioinformatics files regular expressions
Bite 311. Cleaning text with pandas		3.8 TF-IDF data cleaning pandas
Bite 312. Scoring objects		3.10 builtins importlib keyword typing
Bite 313. Alternative constructors		3.10 classes classmethod
Bite 314. Print names to columns		3.10 f-strings modulo print
Bite 315. More logging practice		3.10 exception handling logging
Bite 316. To rent or to stream movies?		3.10 collections datetime dict typing
Bite 317. Pickling objects		3.10 data wrangling pickle serialization
Bite 318. Decode base64 encoded data		3.10 base64 decode encode
Bite 319. Identity and equality		3.10 equality integer caching staticmethod
Bite 320. sortable dataclasses and enums		3.10 dataclasses dunder methods enum sorting
Bite 321. Magic bytes		3.10 bytes csv exception handling file processing images string parsing
Bite 346. Getting started with the IRIS data set		3.8 data wrangling machine learning numpy pandas scikit-learn
Bite 322. Reading progress		3.10 datetime numbers
Bite 323. Iterables intersection		3.10 functools set operations
Bite 324. Pretty string		3.10 pprint
Bite 325. Floating point arithmetic		3.10 arithmetic floats numbers rounding
Bite 326. Abstract Syntax Tree (AST) Printer		3.10 AST
Bite 327. AST visitor		3.10 AST
Bite 328. Longest coding streak		3.10 fromordinal itertools timezones toordinal
Bite 329. Convert dict keys to snake case		3.10 algorithms recursion string manipulation
Bite 330. Simple Math Equation Solver		3.10 exception handling itertools list operations math operator
Bite 331. Convolution in Neural Networks		3.10 deep learning numpy
Bite 332. Searching for an apartment		3.10 algorithms
Bite 333. Metropolis–Hastings Algorithm		3.10 Markov chain Monte Carlo algorithms numpy statistics
Bite 334. Simple TCP client		3.10 TCP/IP client hashlib multiprocessing networking secrets socket
Bite 335. Async HTTP client		3.10 aiohttp asyncio client networking
Bite 336. FastAPI Hello World		3.10 FastAPI freebie
Bite 337. A little detour: Pydantic		3.10 FastAPI Pydantic freebie
Bite 338. Create food objects		3.10 FastAPI freebie
Bite 339. Retrieve food objects		3.10 FastAPI freebie
Bite 340. Update and delete food objects		3.10 FastAPI freebie
Bite 341. Pydantic part II		3.10 FastAPI Pydantic freebie
Bite 342. Food logging CRUD		3.10 FastAPI freebie
Bite 343. FastAPI Exception handling		3.10 FastAPI freebie
Bite 344. Return an HTML response		3.10 FastAPI freebie
Bite 345. FastAPI Authentication with JWT (JSON Web Tokens)		3.10 FastAPI freebie
Bite 347. Which words can you type with one hand?		3.10 comparison enum set
Bite 348. Citation indexes		3.10 builtins exception handling typing
Bite 349. Writing better Spanish		3.10 ascii dict unicode unicodedata
Bite 350. Learn to handle cron schedule expressions		3.10 crontab dataclasses datetime exception handling iteration
Bite 351. Get spelling suggestions		3.10 TextBlob comparison namedtuple tuple unpacking typing
Bite 352. Hash SQL statements		3.10 SQL hashlib
Bite 353. Transform a Script Into a Command Line Interface (CLI)		3.10 Typer command line
Bite 354. When to Use Command Line Option (CLI) Options and When CLI Arguments?		3.10 Typer command line
Bite 355. Create Your First Typer Command Line Interface (CLI) Application		3.10 Typer command line
Bite 356. Using Typer Callbacks to Create Command Line Interface (CLI) Parameters		3.10 Typer command line
Bite 357. Implement your First Subcommands and Command Groups		3.10 Typer command line
Bite 358. Implementation of a Simple Typer Test		3.7 Typer command line pytest
Bite 359. Implementation of a More Sophisticated Typer Tests		3.7 Typer command line
Bite 360. Add a progress bar to Your Command Line Interface (CLI)		3.10 Typer command line rich
Bite 361. Rich Excursion - Create Beautiful Tables		3.10 Typer command line rich
Bite 362. Add a Password Prompt to Your Command Line Interface (CLI)		3.10 Typer command line
Bite 363. Movie Theater (Refactoring)		3.10 clean code refactoring
Bite 364. Create Wikipedia Lorem Ipsum text		3.10 beautifulsoup list comprehensions random regular expressions requests
Bite 365. Rolling two dice for an advantage		3.10 itertools math mean
Bite 366. Goal Tracker		3.10 date datetime tuple unpacking
Bite 367. Add Pi Day to the calendar		3.10 calendar tuple unpacking
Bite 368. Hello Types		3.10 annotations type hinting
Bite 369. Advanced Type Hints		3.10 annotations type hinting
Bite 370. Getting started with vectors		3.10 annotations type hinting
Bite 371. Python3.9 - Dictionary Merge		Python3.9 dict union
Bite 372. Validate Pangram		algorithms hashing string strings
Bite 373. Reverse only Letters		queues stacks strings
Bite 374. Group Anagrams		array defaultdict strings
Bite 375. Find All Letter Combinations of a Phone Number		backtracking itertools strings
Bite 376. Art Thief		graph memoization recursion

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