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IT: Programming & Software Development
Core Algorithms and Data Structures
Curriculum
1 Section
21 Lessons
30 hours
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Unit 2 — Core Algorithms and Data Structures
21
1.1
Using Computers to Solve Problems
20 mins
1.2
Dividing and Conquering
20 mins
1.3
Working with Notebooks
20 mins
1.4
Creating Combinations the Right Way
20 mins
1.5
Understanding Why Using a Class is Important
20 mins
1.6
Stacking and Piling Data in Order
20 mins
1.7
Using Search Trees and the Heap
20 mins
1.8
Defining How to Draw a Graph
20 mins
1.9
Sorting the Graph Elements
20 mins
1.10
Navigating a Graph
20 mins
1.11
Explaining the PageRank Algorithm
20 mins
1.12
Streaming Flows of Data
20 mins
1.13
Working Out Algorithms for MapReduce
20 mins
1.14
Hiding Your Secrets with Cryptography
20 mins
1.15
Finding Out How Greedy Can Be Useful
20 mins
1.16
Discovering the Best Dynamic Recipes
20 mins
1.17
Putting Randomness into your Logic
20 mins
1.18
Presenting local search tricks
20 mins
1.19
Using Linear Programming in Practice
20 mins
1.20
Routing Robots Using Heuristics
20 mins
1.21
Looking for Things with Search Routines
20 mins
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