Do you belong to the top 50% of Python coders? This article poses you 10 intermediate-level Python puzzles to test yourself. By solving all 10 Python puzzles and tracking your success rate, you will discover your exact Python skill level. How to do this? The idea of solving rated Python puzzles to measure your skill level is inspired by the …
[Basics Computer Science] A Recursive Pathfinder Algorithm in Python
def find_path(graph, v_start, v_end, path_len=0): '''Is there a path between vertex v_start and vertex v_end?''' # Traverse each vertex only once if path_len >= len(graph): return False # Direct path from v_start to v_end? if graph[v_start][v_end]: return True # Indirect path via neighbor v_nbor? for v_nbor, edge in enumerate(graph[v_start]): if edge: # between v_start and v_nbor if find_path(graph, v_nbor, v_end, …
A Case for Puzzle-based Learning Python
Overcome the Knowledge Gap The great teacher Sokrates delivered complex knowledge by asking a sequence of questions. Each question was building on answers to previous questions provided by the student. This more than 2400 year old teaching technique is still in wide-spread use today. A good teacher opens a gap between their’s and the learner’s knowledge. This knowledge gap makes …
Daily Data Science Puzzle: How to Get the Shape of a Numpy Matrix?
What is the output of this puzzle? import numpy as np # salary in ($1000) [2015, 2016, 2017] dataScientist = [133, 132, 137] productManager = [127, 140, 145] designer = [118, 118, 127] softwareEngineer = [129, 131, 137] a = np.array([dataScientist, productManager, designer, softwareEngineer]) print(a.shape[0]) print(a.shape[1]) Numpy is a popular Python library for data science. The focus of …
Daily Python Puzzle: How to Intersect two Sets in Python?
What is the output of this puzzle? # cancer-fighting foods cf = {"basil", "berries", "broccoli", "curcume", "garlic", "kale", "oranges", "seeds", "spinach", "sprouts"} # blood pressure reducing foods bf = {"bananas", "berries", "fish", "garlic", "kale", "red beets", "salmon", "seeds", "spinach", "yogurt"} print(len(cf & bf)) This puzzle is about two pieces of basic knowledge. The first piece of basic knowledge …
Daily Python Puzzle: How to Find the Maximum in a Dictionary?
What is the output of this puzzle? # mg per 100g omega3_table = { "Salmon" : 2260, "Hering" : 1729, "Sardines" : 1480, "Flaxseeds" : 53400, "Eggs" : 400 } y = max(omega3_table, key=lambda x : omega3_table[x]) print(y) In this puzzle, we learn two things. First, we can retrieve the maximal element of a dictionary using the max …
How to Sort Dictionaries in Python?
What is the output of this puzzle? # mg per 100g omega3_table = { "Salmon" : 2260, "Hering" : 1729, "Sardines" : 1480, "Flaxseeds" : 53400, "Eggs" : 400 } y = sorted(omega3_table, key=lambda x : omega3_table[x]) print(y[-1]) In this puzzle, we show how to sort a dictionary not after the keys but after the values. Recap, a …
How to Boost your Logic Skills (Series)? The “in” and “is” Keywords.
What is the output of this puzzle? meal_1 = "Meat" meal_2 = "Flaxseeds" meal_3 = "Marshmallows" healthyFoods = ["Kale", "Apple", "Strawberry", "Banana", "Flaxseeds"] def isHealthy(food): return food in healthyFoods m_1 = isHealthy(meal_1) m_2 = isHealthy(meal_2) m_3 = isHealthy(meal_3) print((not m_1 or m_2) and (meal_2 is "Flaxseeds") and isHealthy("Kale")) This puzzle shows two new Python concepts: the ‘in’ and …
Boost your Logic Skills Series
What is the output of this puzzle? # Logic Statements A = True # Temperatures are high B = True # Arctic ice is melting C = True # Sea levels are rising D = False # All regions become hot def follows(A,B): """ Returns True if 'A -> B' in words: 'B follows from A' """ return not …
Mastering the Python Map Function [+Video]
With Python’s map() function, you can apply a specific function to each element of an iterable. It takes two arguments: Function: Often it’s a lambda function that you can define on the fly. This is the function which you are going to apply on each element of an… Iterable: This is the iterable which you convert into a new iterable …
The Any Function or How to Analyze Tweets in Python
What is the output of this puzzle? wordlist = ["bitcoin", "cryptocurrency", "wallet"] crawled_text = ''' Research produced by the University of Cambridge estimates that in 2017, there are 2.9 to 5.8 million unique users using a cryptocurrency wallet, most of them using bitcoin. ''' s = crawled_text.split() res1 = True in map(lambda x: x in s, wordlist) res2 = …
Set Operations, Lambda Functions, and Who Dominates Social Networks
What is the output of this puzzle? # popular instagram accounts # (millions followers) inst = {"@instagram": 232, "@selenagomez": 133, "@victoriassecret": 59, "@cristiano": 120, "@beyonce": 111, "@nike": 76} # popular twitter accounts # (millions followers) twit = {"@cristiano": 69, "@barackobama": 100, "@ladygaga": 77, "@selenagomez": 56, "@realdonaldtrump": 48} inst_names = set(filter(lambda x: inst[x]>60, inst.keys())) twit_names = set(filter(lambda x: twit[x]>60, twit.keys())) …