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种子名称： Python 3 - Project-based Python, Algorithms, Data Structures [Video]
文件类型： 视频
文件数目： 93个文件
文件大小： 3.91 GB
收录时间： 2020-9-18 05:33
已经下载： 3次
资源热度： 190
最近下载： 2024-6-1 05:04

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Python 3 - Project-based Python, Algorithms, Data Structures [Video].torrent

1.Introduction/01.Introduction.mp450.04MB

1.Introduction/02.Course structure and content overview.mp419.02MB

2.Development environment setup/03.Section intro and overview.mp416.32MB

2.Development environment setup/04.Download and install Python.mp414.49MB

2.Development environment setup/05.Setup Atom as text editor (setup used in this course).mp431.78MB

2.Development environment setup/06.Exploring Jupyter Notebooks interface (optional).mp432.76MB

3.Python in-depth/07.Section intro and overview.mp490.05MB

3.Python in-depth/08.Command line_Terminal basics.mp466.56MB

3.Python in-depth/09.Strings, variables, top down execution flow.mp4131.65MB

3.Python in-depth/10.Strings - concatenation, indexing, slicing, python console.mp4118.92MB

3.Python in-depth/11.String methods, functions and import statements.mp438.87MB

3.Python in-depth/12.Print formatting and special characters.mp482.4MB

3.Python in-depth/13.Numbers, math, type casting and input.mp4266.56MB

3.Python in-depth/14.Introduction to branching (if, elif, else) and conditionals.mp429.7MB

3.Python in-depth/15.Building if, elif, else blocks incrementally.mp422.96MB

3.Python in-depth/16.Lists, dicts, sets and tuples - Intro to compound data types in Python.mp423.44MB

3.Python in-depth/17.Lists - an in-depth look 1.mp426.58MB

3.Python in-depth/18.Lists - an in-depth look 2.mp421.3MB

3.Python in-depth/19.Dictionaries, sets and tuples.mp438.52MB

3.Python in-depth/20.Iterators, for loops, generators, list comprehension.mp432.4MB

3.Python in-depth/21.While loops, enumerate, zip.mp422.61MB

3.Python in-depth/22.Functions - an introductory look.mp425.68MB

3.Python in-depth/23.Functions - implementation step by step.mp434.86MB

3.Python in-depth/24.Functions - execution context, frames, mutable vs. immutable arguments in-depth.mp426.6MB

3.Python in-depth/25.Classes and objects - an introductory look.mp423.71MB

3.Python in-depth/26.Building a custom Student class and intro to special methods.mp423.21MB

3.Python in-depth/27.Add some methods to the class.mp417.24MB

3.Python in-depth/28.Special methods and what they are.mp427.82MB

3.Python in-depth/29.Reading from and writing to files.mp423.14MB

3.Python in-depth/30.Add read functionality and utilize special and static methods.mp450.91MB

3.Python in-depth/31.Inheritance, subclasses and complete example class.mp435.36MB

3.Python in-depth/32.Lambda expressions and map function.mp418.55MB

3.Python in-depth/33.Generators - under the hood.mp412.24MB

3.Python in-depth/34.Build your own generators using yield.mp418.63MB

4.Algorithms - Sort, performance, complexity and big O notation/35.Introduction to section 4 and overview of the material covered in it.mp411.24MB

4.Algorithms - Sort, performance, complexity and big O notation/36.Bubble sort demonstration and complexity analysis.mp434.05MB

4.Algorithms - Sort, performance, complexity and big O notation/37.Bubble sort implementation.mp428.54MB

4.Algorithms - Sort, performance, complexity and big O notation/38.Selection sort demonstration and complexity analysis.mp457.43MB

4.Algorithms - Sort, performance, complexity and big O notation/39.Selection sort implementation.mp422.37MB

4.Algorithms - Sort, performance, complexity and big O notation/40.Insertion sort demonstration and assignment handoff.mp437.03MB

4.Algorithms - Sort, performance, complexity and big O notation/41.Insertion sort programmatic execution step by step.mp425.84MB

4.Algorithms - Sort, performance, complexity and big O notation/42.Performance measures - deep dive with a programmatic view.mp4124.23MB

4.Algorithms - Sort, performance, complexity and big O notation/43.O(nlog(n)) performance and algorithm prerequisites.mp424.31MB

4.Algorithms - Sort, performance, complexity and big O notation/44.Analyze log(n), visualize the math behind it and how it relates to algorithms.mp423.5MB

4.Algorithms - Sort, performance, complexity and big O notation/45.Merge sort visualization and complexity analysis.mp425.47MB

4.Algorithms - Sort, performance, complexity and big O notation/46.Implement merge function - part 1.mp413.78MB

4.Algorithms - Sort, performance, complexity and big O notation/47.Implement merge function - part 2.mp415.71MB

4.Algorithms - Sort, performance, complexity and big O notation/48.Implement merge function - part 3.mp410.93MB

4.Algorithms - Sort, performance, complexity and big O notation/49.A look at the recursive divide function.mp413.53MB

4.Algorithms - Sort, performance, complexity and big O notation/50.In-depth look at execution context of recursive divide function.mp421.36MB

4.Algorithms - Sort, performance, complexity and big O notation/51.Recursion mini-project 1 - Countdown timer.mp472.13MB

4.Algorithms - Sort, performance, complexity and big O notation/52.Recursion mini-project 2 - Factorial.mp464.06MB

4.Algorithms - Sort, performance, complexity and big O notation/53.Recursion mini-project 3 - Fibonacci series.mp478.08MB

4.Algorithms - Sort, performance, complexity and big O notation/54.Complete merge sort algorithm and analyze updated execution context.mp417.8MB

4.Algorithms - Sort, performance, complexity and big O notation/55.Quicksort demo.mp432.83MB

4.Algorithms - Sort, performance, complexity and big O notation/56.Quicksort implementation.mp413.32MB

4.Algorithms - Sort, performance, complexity and big O notation/57.Section final project objective and motivation.mp435.09MB

4.Algorithms - Sort, performance, complexity and big O notation/58.Project specs and runtime execution intro.mp461.31MB

4.Algorithms - Sort, performance, complexity and big O notation/59.Project phase 1 - Build random int list generator.mp491.45MB

4.Algorithms - Sort, performance, complexity and big O notation/60.Project phase 2 - Get input from user for size and range.mp444.65MB

4.Algorithms - Sort, performance, complexity and big O notation/61.Project phase 3 - Add functions, calculate and analyze runtime.mp416.51MB

4.Algorithms - Sort, performance, complexity and big O notation/62.Project phase 4 - Extract redundancies, create function and cleanup code.mp421.3MB

4.Algorithms - Sort, performance, complexity and big O notation/63.Project phase 5 - Add multiple run functionality and perform additional testing.mp412.64MB

5.Algorithms - Search and abstract data structures/64.Introduction to section 5.mp413.82MB

5.Algorithms - Search and abstract data structures/65.Intro to search - Linear, Bisection_Binary search.mp437.87MB

5.Algorithms - Search and abstract data structures/66.Bisection_Binary search - Iterative implementation.mp427.39MB

5.Algorithms - Search and abstract data structures/67.Bisection search - recursive implementation.mp4148.47MB

5.Algorithms - Search and abstract data structures/68.Project handoff - Bringing it together.mp497.62MB

5.Algorithms - Search and abstract data structures/69.Project conclusion walkthrough.mp413.75MB

5.Algorithms - Search and abstract data structures/70.Hashmaps and O(1) search complexity.mp496.27MB

5.Algorithms - Search and abstract data structures/71.Hash project 1 - Define and set up class blueprint with _init_ and _str.mp4103.69MB

5.Algorithms - Search and abstract data structures/72.Hash project 2 - Set up insert and hashing functionality for data structure.mp420.74MB

5.Algorithms - Search and abstract data structures/73.Hash project 3 - Add update functionality.mp421.71MB

5.Algorithms - Search and abstract data structures/74.Hash project 4 - Build search method.mp417.86MB

5.Algorithms - Search and abstract data structures/75.Project - Use hash structure in a practical exercise - Quote finder.mp413.35MB

5.Algorithms - Search and abstract data structures/76.Project - Complete quote finder using hash table.mp424.5MB

5.Algorithms - Search and abstract data structures/77.Intro to linear data structures - Linked Lists.mp4120.23MB

5.Algorithms - Search and abstract data structures/78.Build a custom linked list.mp435.92MB

5.Algorithms - Search and abstract data structures/79.Recursively reverse a linked list.mp415.19MB

5.Algorithms - Search and abstract data structures/80.Visualize Stacks and Queues, and their operations.mp420.3MB

5.Algorithms - Search and abstract data structures/81.Introduction to Trees and Binary Search Trees.mp425.76MB

5.Algorithms - Search and abstract data structures/82.In-order traversal of a Binary Search Tree.mp4107.1MB

5.Algorithms - Search and abstract data structures/83.Build a Binary Search Tree from scratch - Insert.mp432.44MB

5.Algorithms - Search and abstract data structures/84.BST from scratch - In-order traversal.mp485.63MB

5.Algorithms - Search and abstract data structures/85.BST from scratch - Search.mp482.75MB

5.Algorithms - Search and abstract data structures/86.BST from scratch - Delete demo.mp490.26MB

5.Algorithms - Search and abstract data structures/87.BST - Deleting leaf nodes.mp423.92MB

5.Algorithms - Search and abstract data structures/88.BST - Deleting nodes with 1 child node.mp419.17MB

5.Algorithms - Search and abstract data structures/89.BST - Deleting nodes with 2 children.mp432.08MB

5.Algorithms - Search and abstract data structures/90.Project - Job Scheduler using Binary Search Trees - Introduction.mp412.61MB

5.Algorithms - Search and abstract data structures/91.Project - Job Scheduler execution flow.mp419.53MB

5.Algorithms - Search and abstract data structures/92.Project - Job Scheduler implementation tips and notes.mp433.43MB

5.Algorithms - Search and abstract data structures/93.Thank you for taking the course and next steps.mp443.87MB