Syllabus for the Foundation Course (Computational Thinking & Programming in Python)

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Anand Iyer

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Dec 3, 2020, 1:59:23 AM12/3/20
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Computational Thinking
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WEEK 5 Data dependencies, Three prize problem, Lists, Nested iterations, Pattern recognition
WEEK 6 Relationships among data using a bipartite graphs e.g. loyal customer, competing shops, best discount
WEEK 7 Data similarities and duplication using trees e.g. similar sentences, occurrences of a person or pronoun, movie’s summary comparison to find similar movies
WEEK 8 Matrix, Graphs and optimization e.g. direct trains, best route, travel or total time, low fares
WEEK 9 Searching (Linear and Binary), Sorting (Insertion and Selection), Indexing, Hashing
WEEK 10 Recursion, Divide and Conquer
WEEK 11 BFS, DFS, Backtracking
WEEK 12 Evaluating arithmetic expressions, Soundex algorithm, Course wrap-up

Programming in Python
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WEEK 1 Introduction to algorithms
WEEK 2 Conditionals
WEEK 3 Conditionals (Continued)
WEEK 4 Iterations and Ranges
WEEK 5 Iterations and Ranges (Continued)
WEEK 6 Basic Collections in Python
WEEK 7 Basic Collections in Python (Continued)
WEEK 8 Basic Collections in Python (Continued)
WEEK 9 File Operations
WEEK 10 File Operations (Continued)
WEEK 11 Module system in python
WEEK 12 Basic Pandas and Numpy processing of data

Foundation Syllabus.txt

NINAD AITHAL

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Dec 4, 2020, 4:07:57 AM12/4/20
to Anand Iyer, Discussion forum for Computational Thinking
Wow.... Too excited for the upcoming courses.... Where did you get the syllabus from?

ninad

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Anand Iyer

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Dec 4, 2020, 4:16:57 AM12/4/20
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Cheers,
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