rel="nofollow" href="#ulink_11a58c07-0649-59d3-8c6b-648a5aaa83f1">Creating Combinations the Right Way
Getting the Desired Results Using Recursion
Performing Tasks More Quickly
Chapter 5: Developing a Matrix Computation Class
Avoiding the Use of NumPy
Understanding Why Using a Class is Important
Building the Basic Class
Manipulating the Matrix
6 Part 2: Understanding the Need to Sort and Search Chapter 6: Structuring Data Determining the Need for Structure Stacking and Piling Data in Order Working with Trees Representing Relations in a Graph Chapter 7: Arranging and Searching Data Sorting Data Using Merge Sort and Quick Sort Using Search Trees and the Heap Relying on Hashing
7 Part 3: Exploring the World of Graphs Chapter 8: Understanding Graph Basics Explaining the Importance of Networks Defining How to Draw a Graph Measuring Graph Functionality Putting a Graph in Numeric Format Chapter 9: Reconnecting the Dots Traversing a Graph Efficiently Sorting the Graph Elements Reducing to a Minimum Spanning Tree Finding the Shortest Route Chapter 10: Discovering Graph Secrets Envisioning Social Networks as Graphs Navigating a Graph Chapter 11: Getting the Right Web page Finding the World in a Search Engine Explaining the PageRank Algorithm Implementing PageRank Going Beyond the PageRank Paradigm
8 Part 4: Wrangling Big Data Chapter 12: Managing Big Data Transforming Power into Data Streaming Flows of Data Sketching an Answer from Stream Data Chapter 13: Parallelizing Operations Managing Immense Amounts of Data Working Out Algorithms for MapReduce Chapter 14: Compressing and Concealing Data Making Data Smaller Hiding Your Secrets with Cryptography
9 Part 5: Challenging Difficult Problems Chapter 15: Working with Greedy Algorithms Deciding When It Is Better to Be Greedy Finding Out How Greedy Can Be Useful Chapter 16: Relying on Dynamic Programming Explaining Dynamic Programming Discovering the Best Dynamic Recipes Chapter 17: Using Randomized Algorithms Defining How Randomization Works Putting Randomness into your Logic Chapter 18: Performing Local Search Understanding Local Search Presenting local search tricks Solving Satisfiability of Boolean Circuits Chapter 19: Employing Linear Programming Using Linear Functions as a Tool Using Linear Programming in Practice Chapter 20: Considering Heuristics Differentiating Heuristics Routing Robots Using Heuristics Explaining Path Finding Algorithms
10 Part 6: The Part of Tens Chapter 21: Ten Algorithms That Are Changing the World Using Sort Routines Looking for Things with Search Routines
