MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 25H | 3*35 GB
Genre: eLearning | Language: English
These Algorithms Video Lectures cover the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations.
Description
This collection of video lectures provides a comprehensive exploration of fundamental data types, algorithms, and data structures, with an emphasis on applications and scientific performance analysis of Java implementations. The instructors offer readings related to these lectures that you can find in Algorithms, Fourth Edition, the leading textbook on algorithms today. These lectures provide another perspective on the material presented in the book and generally cover the material in the same order, though some book topics have been combined, rearranged, or omitted in the lectures.
Don't have the book? Purchase Algorithms, Deluxe Edition, which includes the print book and full access to the lecture videos.
You also can find related resources on the instructors' web site, including the following:
Full Java implementations
Test data
Exercises and answers
Dynamic visualizations
Lecture slides
Programming assignments with checklists
Other links to related material
About the Instructors
Robert Sedgewick is the William O. Baker Professor of Computer Science at Princeton University. He is a Director of Adobe Systems and has served on the research staffs at Xerox PARC, IDA, and INRIA. He earned his PhD from Stanford University under Donald E. Knuth.
Kevin Wayne also teaches in the Department of Computer Science at Princeton University. His research focuses on theoretical computer science, especially optimization and the design, analysis, and implementation of computer algorithms. Wayne received his PhD from Cornell University.
Skill Level
All Levels
What You Will Learn
These videos survey the most important computer algorithms in use today. The algorithms described in these lectures represent a body of knowledge developed of the last 50 years that has become indispensable. These lectures present:
Implementations of useful algorithms
Detailed information on performance characteristics
Examples of clients and applications
The early lectures cover our fundamental approach to studying algorithms, including data types for stacks, queues, and other low-level abstractions. Then we cover these major topics:
Sorting algorithms, highlighting the classic Quicksort and Mergesort algorithms.
Searching algorithms, including search methods based on balanced search trees and hashing.
String-processing algorithms, from tries and substring search to regular expression search and data compression.
Graph algorithms, starting with graph search, shortest paths, and minimum spanning trees, and working up to maximum flow/minimum cut and applications.
Reductions, linear programming, and intractability.
Who Should Take This Course
The study of algorithms and data structures is fundamental to any computer-science curriculum, but it is not just for programmers and computer science students. These lectures are intended for:
Any student (from high school to graduate level) having a good introduction to programming, with an interest in majoring in any science or engineering discipline (including computer science).
Anyone using a computer to address large problems that require an understanding of efficient algorithms.
Anyone interested in preparing for a career in industry involving software or computer applications.
Course Requirements
Basic familiarity with Java
Some background in programming
Table of Contents
Lecture 1: Union-Find. We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic connectivity problem. We introduce the union-find data type and consider several implementations (quick find, quick union, weighted quick union, and weighted quick union with path compression). Finally, we apply the union-find data type to the percolation problem from physical chemistry.
Lecture 2: Analysis of Algorithms. The basis of our approach for analyzing the performance of algorithms is the scientific method. We begin by performing computational experiments to measure the running times of our programs. We use these measurements to develop hypotheses about performance. Next, we create mathematical models to explain their behavior. Finally, we consider analyzing the memory usage of our Java programs.
Lecture 3: Stacks and Queues. We consider two fundamental data types for storing collections of objects: the stack and the queue. We implement each using either a singly-linked list or a resizing array. We introduce two advanced Java features generics and iterators that simplify client code. Finally, we consider various applications of stacks and queues ranging from parsing arithmetic expressions to simulating queueing systems.
Lecture 4: Elementary Sorts. We introduce the sorting problem and Java's Comparable interface. We study two elementary sorting methods (selection sort andinsertion sort) and a variation of one of them (shellsort). We also consider two algorithms for uniformly shuffling an array. We conclude with an application of sorting to computing the convex hull via the Graham scan algorithm.
Lecture 5: Mergesort. We study the mergesort algorithm and show that it guarantees to sort any array of N items with at most NlgN compares. We also consider a nonrecursive, bottom-up version. We prove that any compare-based sorting algorithm must make at least NlgN compares in the worst case. We discuss using different orderings for the objects that we are sorting and the related concept of stability.
Lecture 6: Quicksort. We introduce and implement the randomized quicksort algorithm and analyze its performance. We also consider randomized quickselect, a quicksort variant which finds the kth smallest item in linear time. Finally, consider 3-way quicksort, a variant of quicksort that works especially well in the presence of duplicate keys.
Lecture 7: Priority Queues. We introduce the priority queue data type and an efficient implementation using the binary heap data structure. This implementation also leads to an efficient sorting algorithm known as heapsort. We conclude with an applications of priority queues where we simulate the motion of N particles subject to the laws of elastic collision.
Lecture 8: Elementary Symbol Tables. We define an API for symbol tables (also known as associative arrays) and describe two elementary implementations using a sorted array (binary search) and an unordered list (sequential search). When the keys are Comparable, we define an extended API that includes the additional methods min, max floor, ceiling, rank, and select. To develop an efficient implementation of this API, we study the binary search tree data structure and analyze its performance
Lecture 9: Balanced Search Trees. In this lecture, our goal is to develop a symbol table with guaranteed logarithmic performance for search and insert (and many other operations). We begin with 2-3 trees, which are easy to analyze but hard to implement. Next, we consider red-black binary search trees, which we view as a novel way to implement 2-3 trees as binary search trees. Finally, we introduce B-trees, a generalization of 2-3 trees that are widely used to implement file systems.
Lecture 10: Geometric Applications of BSTs. We start with 1d and 2d range searching, where the goal is to find all points in a given 1d or 2d interval. To accomplish this, we consider kd-trees, a natural generalization of BSTs when the keys are points in the plane (or higher dimensions). We also consider intersection problems, where the goal is to find all intersections among a set of line segments or rectangles.
Lecture 11: Hash Tables. We begin by describing the desirable properties of hash functions and how to implement them in Java, including a fundamental tenet known as the uniform hashing assumption that underlies the potential success of a hashing application. Then, we consider two strategies for implementing hash tables separate chaining and linear probing. Both strategies yield constant-time performance for search and insert under the uniform hashing assumption. We conclude with applications of symbol tables including sets, dictionary clients, indexing clients, and sparse vectors.
Lecture 12: Undirected Graphs. We define an undirected graph API and consider the adjacency-matrix and adjacency-lists representations. We introduce two classic algorithms for searching a graph depth-first search and breadth-first search. We also consider the problem of computing connected components and conclude with related problems and applications.
Lecture 13: Directed Graphs. In this lecture we study directed graphs. We begin with depth-first search and breadth-first search in digraphs and describe applications ranging from garbage collection to web crawling. Next, we introduce a depth-first search based algorithm for computing the topological order of an acyclic digraph. Finally, we implement the Kosaraju-Sharir algorithm for computing the strong components of a digraph.
Lecture 14: Minimum Spanning Trees. In this lecture we study the minimum spanning tree problem. We begin by considering a generic greedy algorithm for the problem. Next, we consider and implement two classic algorithms for the problem Kruskal's algorithm and Prim's algorithm. We conclude with some applications and open problems.
Lecture 15: Shortest Paths. In this lecture we study shortest-paths problems. We begin by analyzing some basic properties of shortest paths and a generic algorithm for the problem. We introduce and analyze Dijkstra's algorithm for shortest-paths problems with nonnegative weights. Next, we consider an even faster algorithm for DAGs, which works even if the weights are negative. We conclude with the Bellman-Ford-Moore algorithm for edge-weighted digraphs with no negative cycles. We also consider applications ranging from content-aware fill to arbitrage.
Lecture 16: Maximum Flow and Minimum Cut. In this lecture we introduce the maximum flow and minimum cut problems. We begin with the Ford-Fulkerson algorithm. To analyze its correctness, we establish the maxflow-mincut theorem. Next, we consider an efficient implementation of the Ford-Fulkerson algorithm, using the shortest augmenting path rule. Finally, we consider applications, including bipartite matching and baseball elimination.
Lecture 17: Radix Sorts. In this lecture we consider specialized sorting algorithms for strings and related objects.
We begin with a subroutine to sort integers in a small range. We then consider two classic radix sorting algorithms LSD and MSD radix sorts. Next, we consider an especially efficient variant, which is a hybrid of MSD radix sort and quicksort known as 3-way radix quicksort. We conclude with suffix sorting and related applications.
Lecture 18: Tries. In this lecture we consider specialized algorithms for symbol tables with string keys. Our goal is a data structure that is as fast as hashing and even more flexible than binary search trees. We begin with multiway tries; next we consider ternary search tries. Finally, we consider character-based operations, including prefix match and longest prefix, and related applications.
Lecture 19: Substring Search. In this lecture we consider algorithms for searching for a substring in a piece of text. We begin with a brute-force algorithm, whose running time is quadratic in the worst case. Next, we consider the ingenious Knuth-Morris-Pratt algorithm whose running time is guaranteed to be linear in the worst case. Then, we introduce the Boyer-Moore algorithm, whose running time is sublinear on typical inputs. Finally, we consider the Rabin-Karp fingerprint algorithm, which uses hashing in a clever way to solve the substring search and related problems.
Lecture 20: Regular Expressions. A regular expression is a method for specifying a set of strings. Our topic for this lecture is the famous grep algorithm that determines whether a given text contains any substring from the set. We examine an efficient implementation that makes use of our digraph reachability implementation from Lectures 1 and 2.
Lecture 21: Data Compression. We study and implement several classic data compression schemes, including run-length coding, Huffman compression, and LZW compression. We develop efficient implementations from first principles using a Java library for manipulating binary data that we developed for this purpose, based on priority queue and symbol table implementations from earlier lectures.
Lecture 22: Reductions. In this lecture our goal is to develop ways to classify problems according to their computational requirements. We introduce the concept of reduction as a technique for studying the relationship among problems. People use reductions to design algorithms, establish lower bounds, and classify problems in terms of their computational requirements.
Lecture 23: Linear Programming. The quintessential problem-solving model is known as linear programming, and the simplex method for solving it is one of the most widely used algorithms. In this lecture, we give an overview of this central topic in operations research and describe its relationship to algorithms that we have considered.
Lecture 24: Intractability. Is there a universal problem-solving model to which all problems that we would like to solve reduce and for which we know an efficient algorithm? You may be surprised to learn that we do not know the answer to this question. In this lecture we introduce the complexity classes P, NP, and NP-complete; pose the famous P = NP question; and consider implications in the context of algorithms that we have treated in this course.
Screenshots
Buy Premium Account for Download With Full Speed:
rapidgator_net:
https://rapidgator.net/file/864553963aa308ffaeb8b92b4460f2cc
https://rapidgator.net/file/338cd3b9a7787e5be579b6e69da5ee95
https://rapidgator.net/file/1956303c5ac1fbec954fcffb3fa165e9
https://rapidgator.net/file/b628ec4b8297a2db263430848c18ff83
https://rapidgator.net/file/8276b8f62733977c3027f876b0d45043
https://rapidgator.net/file/4bba8efa7314409710fc25ccbf6b8dce
https://rapidgator.net/file/d578e34ab68de58e4276b050ddd55e56
https://rapidgator.net/file/7be059f225d2536ae83abb48c70d4964
https://rapidgator.net/file/697b2009eefc001829ec9c0706500baf
https://rapidgator.net/file/cfbad5ae8162b1e86ec26f5097c17644
https://rapidgator.net/file/146201f4cd01b991c590783dbb007457
https://rapidgator.net/file/474d6a9b3640df0c1e40dfbe89f3cc51
https://rapidgator.net/file/81b782a46f6684ef9914095dddfb6c7a
https://rapidgator.net/file/8d138bcf6d02ae6805a3193492c487d0
https://rapidgator.net/file/ddb28e878558f649037eaf662796023a
https://rapidgator.net/file/30749d3cdf481edd1f47d43da05d30f4
https://rapidgator.net/file/cb249aa0460000bd4681ca429fb53865
https://rapidgator.net/file/628a25c06ebf4caae3ef1bbe22b77052
https://rapidgator.net/file/95ccf5c7ca77a37bcbca00337e40f1be
https://rapidgator.net/file/a2cf101d72aa9c2e974d2711852be1e0
https://rapidgator.net/file/f1889e474bfb439dbed74ffde30a8439
https://rapidgator.net/file/4b0c63ecc95fd2b18afc406b2c1215fa
https://rapidgator.net/file/033bf5e85bc88670d8618beedaa680e6
https://rapidgator.net/file/0b1c7c8b89b789a4beb132bb14b9ae7f
https://rapidgator.net/file/a6982e6bcf005c8c4cc3c388afa6dd34
https://rapidgator.net/file/272e2ebe0d8e7bdfabdeae5be29e0e4a
https://rapidgator.net/file/c837a0ee43fc81b727cf30c1e6b1bd44
https://rapidgator.net/file/c33d7b8f58cfa394487bd32e3fd29607
https://rapidgator.net/file/778b415f740728b98a4907bbb2326264
https://rapidgator.net/file/fa21e5e04604e23ca063957880be0a6f
https://rapidgator.net/file/5ff2358011828a2797c7c9ac4aac5236
https://rapidgator.net/file/7dd4d87a8a0b70a4bb8db7f847f17bcc
https://rapidgator.net/file/a30d21837c9f667c605902cdaf42594a
https://rapidgator.net/file/17d3668a854da49b00ecd7b605a0c40f
https://rapidgator.net/file/4388d14759bdee109962df69337c51ff
https://rapidgator.net/file/4c43229c3549297cc12cf9f3b526bf32
https://rapidgator.net/file/c3b81ff170c5c8521175fc70a1ee0167
https://rapidgator.net/file/40417e50b21c4f16251e13b8a522e277
https://rapidgator.net/file/bbf6f47663a03b943678d4ad72534a0e
https://rapidgator.net/file/9b95d91f676c86922217af7419bda8d0
https://rapidgator.net/file/c54dcecb7ddabd65a0927498fd3d5906
https://rapidgator.net/file/dfcc1c9e4654234f7ea00f70588fe6cf
https://rapidgator.net/file/1a148839d1613889d9db4d964d5d6121
https://rapidgator.net/file/37de86314bc14b242746d3d3eb29b5a6
https://rapidgator.net/file/daf87b3ad9d1a9c9f00b5b2667e34c93
https://rapidgator.net/file/ab3f0df8c75ee2697c6c6b13c7f0a54a
https://rapidgator.net/file/c5fc9684727100859e891aa54cfdfebc
https://rapidgator.net/file/97973eb9920a2411fdb88e5235d28828
https://rapidgator.net/file/aaf3ee31364d25d1d82ab13d12378844
https://rapidgator.net/file/e274de36f4c07d0ea8a34112b7223d36
https://rapidgator.net/file/bc6b59d26f47c8cd4bdb229872f2190e
https://rapidgator.net/file/ee62edbd7c8b53506073afdbcfa8348d
https://rapidgator.net/file/63d700ea4e1d121ea6f12771e85d4652
https://rapidgator.net/file/98c080be04fedea5971b46365e3c9bcd
https://rapidgator.net/file/472ba52b4b4c77a8498b7a22473950f8
https://rapidgator.net/file/025a63c48b84767565b44fcc8656bfe0
https://rapidgator.net/file/2c7625d191eadfac524565c5fe93f131
https://rapidgator.net/file/156ef7dd66526a1e8f9f0e006a32fcad
https://rapidgator.net/file/b6dab53cbb5608b006a00e34b31b8b70
https://rapidgator.net/file/4dd07f3d870b226d91a58d45f4bfa546
https://rapidgator.net/file/feb6fe0bc1dc14279014c2f799db510e
https://rapidgator.net/file/26376a5c9b22335262b6840e81c74cc9
https://rapidgator.net/file/2885d7ed50bfb763a46e02001a109c23
https://rapidgator.net/file/a6e427c75f7d985d23b12d17418639cb
https://rapidgator.net/file/b0474c84e4fe18af78cbc0d50b79079f
https://rapidgator.net/file/671b947c617477da42b28fd9d7ce2ab1
https://rapidgator.net/file/6b410c55e1012bcf05de4772f40cde01
https://rapidgator.net/file/e5ef7827fdfe6ca62bc6ba9db5295b7e
https://rapidgator.net/file/66d2ad3cdc071356a992d03ca51448e0
https://rapidgator.net/file/6b30989be0c335c89653ed7d3ebd03d8
https://rapidgator.net/file/7cf3d515dce6a9b4f44762aaa6a4cbcf
https://rapidgator.net/file/4a2ef1fba3701643304493ec7e0cb47b
https://rapidgator.net/file/7bb5610c19043e10abbdb534d94c59ee
https://rapidgator.net/file/a809c2d8bb6f2bb3f11c7617bb0c36e7
https://rapidgator.net/file/4b041bb81eeaca419e97a2b827b36c2c
https://rapidgator.net/file/567802142535461aa8dabc823550e251
https://rapidgator.net/file/1765d174035f9648395a052a5d9fb962
https://rapidgator.net/file/417262333e202d8a89dde1a8e0c36aa6
https://rapidgator.net/file/11a86522bd56b6aa065def396f20e09a
https://rapidgator.net/file/808a4e78f5763802ae1a6d91fbec5fc0
https://rapidgator.net/file/67be1adbf7303af01d4aaf8bd7dcca87
https://rapidgator.net/file/655c73f5b1ea1fbefe37d16b72f30f40
https://rapidgator.net/file/1b7b6a5e54155eb5d3ca77be8ed743ee
https://rapidgator.net/file/87ec4b1344dff0a2759a6f472506f99f
https://rapidgator.net/file/eb1a090082afa25370b16ee367c0ac3f
https://rapidgator.net/file/f1b924d9706d71b35480204978cdc387
https://rapidgator.net/file/364b2e48f47a59984a4782b81e0accd2
https://rapidgator.net/file/73685c8458fa2d31f09003d2e2e80531
https://rapidgator.net/file/e34ab1a593c4ddf6502efe52989d6b23
https://rapidgator.net/file/11363c768af829171360050f0fdebc66
https://rapidgator.net/file/ede68c7c7e6b502f2015a102841f6d07
https://rapidgator.net/file/f9913f18ff1292bb4b6eb7bf50c68051
https://rapidgator.net/file/3aee47fc0cefb64efa7d805d73f3f611
https://rapidgator.net/file/47a31e4bdc9f305982d1d495d198e881
https://rapidgator.net/file/08ff5747184b78aaf37ec40a82d0974b
https://rapidgator.net/file/832df6b6d7a324112eb68f9e80d89de7
https://rapidgator.net/file/4a19440ecdc24571284684088a37aac0
https://rapidgator.net/file/1e0ce7d89a5362cb4303616c10907521
https://rapidgator.net/file/0965155cc74c64425459ac746647cb51
https://rapidgator.net/file/c9e8495da64ceba840697fc1281e1293
https://rapidgator.net/file/39917ea6636221c757443a3f3b356284
https://rapidgator.net/file/65a61bd7749ea3562b898f9b0fdc2f6f
https://rapidgator.net/file/9bb5a7dc29fce1e7a385e6cbfa2aff47
or
https://uploadgig.com/file/download/a9c81728ca4834a8/Algo24PLeser.part01.rar
https://uploadgig.com/file/download/7a999518568aa400/Algo24PLeser.part02.rar
https://uploadgig.com/file/download/7dD356dce01ff53A/Algo24PLeser.part03.rar
https://uploadgig.com/file/download/66014d09D021Ed51/Algo24PLeser.part04.rar
https://uploadgig.com/file/download/6EB77075c9fe5391/Algo24PLeser.part05.rar
https://uploadgig.com/file/download/2fc98ab57ddb2e5f/Algo24PLeser.part06.rar
https://uploadgig.com/file/download/81cad85273020498/Algo24PLeser.part07.rar
https://uploadgig.com/file/download/6f7fD8e2cF51166b/Algo24PLeser.part08.rar
https://uploadgig.com/file/download/97a56a5448984a01/Algo24PLeser.part09.rar
https://uploadgig.com/file/download/b655482d0b18c92A/Algo24PLeser.part10.rar
https://uploadgig.com/file/download/F41d06a979c3e840/Algo24PLeser.part11.rar
https://uploadgig.com/file/download/97e52d8cdD161f71/Algo24PLeser.part12.rar
https://uploadgig.com/file/download/C8180a868f5873DC/Algo24PLeser.part13.rar
https://uploadgig.com/file/download/39338ccD4988eb7b/Algo24PLeser.part14.rar
https://uploadgig.com/file/download/03391673a1de1e1B/Algo24PLeser.part15.rar
https://uploadgig.com/file/download/05b1eeA63a8c946a/Algo24PLeser.part16.rar
https://uploadgig.com/file/download/cc1e430847068516/Algo24PLeser.part17.rar
https://uploadgig.com/file/download/0F8b08115f2Ce7f4/Algo24PLeser.part18.rar
https://uploadgig.com/file/download/3e8B23e5Fb760026/Algo24PLeser.part19.rar
https://uploadgig.com/file/download/1F4b60003c7ab1d0/Algo24PLeser.part20.rar
https://uploadgig.com/file/download/af4b7D6b1CCb38F3/Algo24PLeser.part21.rar
https://uploadgig.com/file/download/E3be33c28759a8D1/Algo24PLeser.part22.rar
https://uploadgig.com/file/download/42B730bcb51df528/Algo24PLeser.part23.rar
https://uploadgig.com/file/download/3989604a25f14D3d/Algo24PLeser.part24.rar
https://uploadgig.com/file/download/3392d32570BC985d/Algo24PLeser.part25.rar
https://uploadgig.com/file/download/58a9880Be09d19f2/Algo24PLeser.part26.rar
https://uploadgig.com/file/download/b14a6dDC9b97bfbB/Algo24PLeser.part27.rar
https://uploadgig.com/file/download/Dcb685C5099573B5/Algo24PLeser.part28.rar
https://uploadgig.com/file/download/5a1C1500096537c7/Algo24PLeser.part29.rar
https://uploadgig.com/file/download/cd5D60363f57305c/Algo24PLeser.part30.rar
https://uploadgig.com/file/download/a1Dbb1cA1A92e128/Algo24PLeser.part31.rar
https://uploadgig.com/file/download/2b17b1d96Ff3cC9f/Algo24PLeser.part32.rar
https://uploadgig.com/file/download/fE2ce913421c4f5b/Algo24PLeser.part33.rar
https://uploadgig.com/file/download/14D0903a3CfC5f6d/Algo24PLeser.part34.rar
https://uploadgig.com/file/download/7019fa4a19a3D53d/Algo24PLeserP2.part01.rar
https://uploadgig.com/file/download/b88887e3a81Cac0b/Algo24PLeserP2.part02.rar
https://uploadgig.com/file/download/07ea775Bc943ecD1/Algo24PLeserP2.part03.rar
https://uploadgig.com/file/download/98ca05d6c2623709/Algo24PLeserP2.part04.rar
https://uploadgig.com/file/download/ef5999Cf6c989553/Algo24PLeserP2.part05.rar
https://uploadgig.com/file/download/1f216702F7A8cb7e/Algo24PLeserP2.part06.rar
https://uploadgig.com/file/download/04af7dBB022a6c5F/Algo24PLeserP2.part07.rar
https://uploadgig.com/file/download/D12ed49E9b7eFbFb/Algo24PLeserP2.part08.rar
https://uploadgig.com/file/download/E6cc7Dc1997e81f4/Algo24PLeserP2.part09.rar
https://uploadgig.com/file/download/07ce79da3EfD4530/Algo24PLeserP2.part10.rar
https://uploadgig.com/file/download/4a04b4991E638aA0/Algo24PLeserP2.part11.rar
https://uploadgig.com/file/download/21bCCb69236f7911/Algo24PLeserP2.part12.rar
https://uploadgig.com/file/download/b45bd6fC9c124609/Algo24PLeserP2.part13.rar
https://uploadgig.com/file/download/5b5F0EaCc06646ff/Algo24PLeserP2.part14.rar
https://uploadgig.com/file/download/5381A27777c74Ab1/Algo24PLeserP2.part15.rar
https://uploadgig.com/file/download/3c1e707f53e641dc/Algo24PLeserP2.part16.rar
https://uploadgig.com/file/download/3cbCB46bA6525F4f/Algo24PLeserP2.part17.rar
https://uploadgig.com/file/download/6B9b1E3Ddce97a51/Algo24PLeserP2.part18.rar
https://uploadgig.com/file/download/947E43d50680fB93/Algo24PLeserP2.part19.rar
https://uploadgig.com/file/download/a438814a7c5cB978/Algo24PLeserP2.part20.rar
https://uploadgig.com/file/download/11bc65Ed619C38d8/Algo24PLeserP2.part21.rar
https://uploadgig.com/file/download/1f320e2cD43e61cF/Algo24PLeserP2.part22.rar
https://uploadgig.com/file/download/a12cd66252729895/Algo24PLeserP2.part23.rar
https://uploadgig.com/file/download/2357fCc894806f87/Algo24PLeserP2.part24.rar
https://uploadgig.com/file/download/83da19101b0ABebB/Algo24PLeserP2.part25.rar
https://uploadgig.com/file/download/66660Ab885406758/Algo24PLeserP2.part26.rar
https://uploadgig.com/file/download/1b6b358ea78ddfBC/Algo24PLeserP2.part27.rar
https://uploadgig.com/file/download/4b0f283E3bE97051/Algo24PLeserP2.part28.rar
https://uploadgig.com/file/download/8bc740a743A05790/Algo24PLeserP2.part29.rar
https://uploadgig.com/file/download/395690B72978807e/Algo24PLeserP2.part30.rar
https://uploadgig.com/file/download/946234f02E58856a/Algo24PLeserP2.part31.rar
https://uploadgig.com/file/download/b1E9eF0c84A12a30/Algo24PLeserP2.part32.rar
https://uploadgig.com/file/download/19c5eE52db956433/Algo24PLeserP2.part33.rar
https://uploadgig.com/file/download/fb1648ebE9c5aC94/Algo24PLeserP2.part34.rar
https://uploadgig.com/file/download/d490d76A77264921/Algo24PLeserP3.part01.rar
https://uploadgig.com/file/download/d9A760e2db076f36/Algo24PLeserP3.part02.rar
https://uploadgig.com/file/download/C87590F7F64a7891/Algo24PLeserP3.part03.rar
https://uploadgig.com/file/download/8f142D96aaaf984d/Algo24PLeserP3.part04.rar
https://uploadgig.com/file/download/61aa2a12385f28A4/Algo24PLeserP3.part05.rar
https://uploadgig.com/file/download/426C5D0904a66d3E/Algo24PLeserP3.part06.rar
https://uploadgig.com/file/download/dDbA5f0144173193/Algo24PLeserP3.part07.rar
https://uploadgig.com/file/download/6846545f3c1f1328/Algo24PLeserP3.part08.rar
https://uploadgig.com/file/download/2a204eda56ea3c6e/Algo24PLeserP3.part09.rar
https://uploadgig.com/file/download/9C288a2Efe12afdc/Algo24PLeserP3.part10.rar
https://uploadgig.com/file/download/cdFb7Cef6f91F845/Algo24PLeserP3.part11.rar
https://uploadgig.com/file/download/5343fe5e7cEc0a85/Algo24PLeserP3.part12.rar
https://uploadgig.com/file/download/9644c58e2176709b/Algo24PLeserP3.part13.rar
https://uploadgig.com/file/download/aa7Fe21e35FD8Eea/Algo24PLeserP3.part14.rar
https://uploadgig.com/file/download/4f57b98e259D114d/Algo24PLeserP3.part15.rar
https://uploadgig.com/file/download/c569Dbc4358270bb/Algo24PLeserP3.part16.rar
https://uploadgig.com/file/download/efd579aEe9847302/Algo24PLeserP3.part17.rar
https://uploadgig.com/file/download/803f485bcd269738/Algo24PLeserP3.part18.rar
https://uploadgig.com/file/download/8aF2b1569020EC1b/Algo24PLeserP3.part19.rar
https://uploadgig.com/file/download/32fc2d4C66f21fe2/Algo24PLeserP3.part20.rar
https://uploadgig.com/file/download/27BCa3524ae5ab8e/Algo24PLeserP3.part21.rar
https://uploadgig.com/file/download/321ce0d810B55fAC/Algo24PLeserP3.part22.rar
https://uploadgig.com/file/download/61A67e78bc7e0D90/Algo24PLeserP3.part23.rar
https://uploadgig.com/file/download/47a9E9248d9a9bEc/Algo24PLeserP3.part24.rar
https://uploadgig.com/file/download/a3acec50abAD0834/Algo24PLeserP3.part25.rar
https://uploadgig.com/file/download/Dd13bD20bb7d8ef0/Algo24PLeserP3.part26.rar
https://uploadgig.com/file/download/13CC40801b5e5821/Algo24PLeserP3.part27.rar
https://uploadgig.com/file/download/6bd333dcec475b04/Algo24PLeserP3.part28.rar
https://uploadgig.com/file/download/81ccC257ec35654B/Algo24PLeserP3.part29.rar
https://uploadgig.com/file/download/fFDEe4207A53d4b5/Algo24PLeserP3.part30.rar
https://uploadgig.com/file/download/Ca15b01640C7779B/Algo24PLeserP3.part31.rar
https://uploadgig.com/file/download/AccfdE30f234bbB8/Algo24PLeserP3.part32.rar
https://uploadgig.com/file/download/16d5491582f870c7/Algo24PLeserP3.part33.rar
https://uploadgig.com/file/download/80fC078bF33344Fa/Algo24PLeserP3.part34.rar
https://uploadgig.com/file/download/b48520D9050f122d/Algo24PLeserP3.part35.rar
https://rapidgator.net/file/864553963aa308ffaeb8b92b4460f2cc
https://rapidgator.net/file/338cd3b9a7787e5be579b6e69da5ee95
https://rapidgator.net/file/1956303c5ac1fbec954fcffb3fa165e9
https://rapidgator.net/file/b628ec4b8297a2db263430848c18ff83
https://rapidgator.net/file/8276b8f62733977c3027f876b0d45043
https://rapidgator.net/file/4bba8efa7314409710fc25ccbf6b8dce
https://rapidgator.net/file/d578e34ab68de58e4276b050ddd55e56
https://rapidgator.net/file/7be059f225d2536ae83abb48c70d4964
https://rapidgator.net/file/697b2009eefc001829ec9c0706500baf
https://rapidgator.net/file/cfbad5ae8162b1e86ec26f5097c17644
https://rapidgator.net/file/146201f4cd01b991c590783dbb007457
https://rapidgator.net/file/474d6a9b3640df0c1e40dfbe89f3cc51
https://rapidgator.net/file/81b782a46f6684ef9914095dddfb6c7a
https://rapidgator.net/file/8d138bcf6d02ae6805a3193492c487d0
https://rapidgator.net/file/ddb28e878558f649037eaf662796023a
https://rapidgator.net/file/30749d3cdf481edd1f47d43da05d30f4
https://rapidgator.net/file/cb249aa0460000bd4681ca429fb53865
https://rapidgator.net/file/628a25c06ebf4caae3ef1bbe22b77052
https://rapidgator.net/file/95ccf5c7ca77a37bcbca00337e40f1be
https://rapidgator.net/file/a2cf101d72aa9c2e974d2711852be1e0
https://rapidgator.net/file/f1889e474bfb439dbed74ffde30a8439
https://rapidgator.net/file/4b0c63ecc95fd2b18afc406b2c1215fa
https://rapidgator.net/file/033bf5e85bc88670d8618beedaa680e6
https://rapidgator.net/file/0b1c7c8b89b789a4beb132bb14b9ae7f
https://rapidgator.net/file/a6982e6bcf005c8c4cc3c388afa6dd34
https://rapidgator.net/file/272e2ebe0d8e7bdfabdeae5be29e0e4a
https://rapidgator.net/file/c837a0ee43fc81b727cf30c1e6b1bd44
https://rapidgator.net/file/c33d7b8f58cfa394487bd32e3fd29607
https://rapidgator.net/file/778b415f740728b98a4907bbb2326264
https://rapidgator.net/file/fa21e5e04604e23ca063957880be0a6f
https://rapidgator.net/file/5ff2358011828a2797c7c9ac4aac5236
https://rapidgator.net/file/7dd4d87a8a0b70a4bb8db7f847f17bcc
https://rapidgator.net/file/a30d21837c9f667c605902cdaf42594a
https://rapidgator.net/file/17d3668a854da49b00ecd7b605a0c40f
https://rapidgator.net/file/4388d14759bdee109962df69337c51ff
https://rapidgator.net/file/4c43229c3549297cc12cf9f3b526bf32
https://rapidgator.net/file/c3b81ff170c5c8521175fc70a1ee0167
https://rapidgator.net/file/40417e50b21c4f16251e13b8a522e277
https://rapidgator.net/file/bbf6f47663a03b943678d4ad72534a0e
https://rapidgator.net/file/9b95d91f676c86922217af7419bda8d0
https://rapidgator.net/file/c54dcecb7ddabd65a0927498fd3d5906
https://rapidgator.net/file/dfcc1c9e4654234f7ea00f70588fe6cf
https://rapidgator.net/file/1a148839d1613889d9db4d964d5d6121
https://rapidgator.net/file/37de86314bc14b242746d3d3eb29b5a6
https://rapidgator.net/file/daf87b3ad9d1a9c9f00b5b2667e34c93
https://rapidgator.net/file/ab3f0df8c75ee2697c6c6b13c7f0a54a
https://rapidgator.net/file/c5fc9684727100859e891aa54cfdfebc
https://rapidgator.net/file/97973eb9920a2411fdb88e5235d28828
https://rapidgator.net/file/aaf3ee31364d25d1d82ab13d12378844
https://rapidgator.net/file/e274de36f4c07d0ea8a34112b7223d36
https://rapidgator.net/file/bc6b59d26f47c8cd4bdb229872f2190e
https://rapidgator.net/file/ee62edbd7c8b53506073afdbcfa8348d
https://rapidgator.net/file/63d700ea4e1d121ea6f12771e85d4652
https://rapidgator.net/file/98c080be04fedea5971b46365e3c9bcd
https://rapidgator.net/file/472ba52b4b4c77a8498b7a22473950f8
https://rapidgator.net/file/025a63c48b84767565b44fcc8656bfe0
https://rapidgator.net/file/2c7625d191eadfac524565c5fe93f131
https://rapidgator.net/file/156ef7dd66526a1e8f9f0e006a32fcad
https://rapidgator.net/file/b6dab53cbb5608b006a00e34b31b8b70
https://rapidgator.net/file/4dd07f3d870b226d91a58d45f4bfa546
https://rapidgator.net/file/feb6fe0bc1dc14279014c2f799db510e
https://rapidgator.net/file/26376a5c9b22335262b6840e81c74cc9
https://rapidgator.net/file/2885d7ed50bfb763a46e02001a109c23
https://rapidgator.net/file/a6e427c75f7d985d23b12d17418639cb
https://rapidgator.net/file/b0474c84e4fe18af78cbc0d50b79079f
https://rapidgator.net/file/671b947c617477da42b28fd9d7ce2ab1
https://rapidgator.net/file/6b410c55e1012bcf05de4772f40cde01
https://rapidgator.net/file/e5ef7827fdfe6ca62bc6ba9db5295b7e
https://rapidgator.net/file/66d2ad3cdc071356a992d03ca51448e0
https://rapidgator.net/file/6b30989be0c335c89653ed7d3ebd03d8
https://rapidgator.net/file/7cf3d515dce6a9b4f44762aaa6a4cbcf
https://rapidgator.net/file/4a2ef1fba3701643304493ec7e0cb47b
https://rapidgator.net/file/7bb5610c19043e10abbdb534d94c59ee
https://rapidgator.net/file/a809c2d8bb6f2bb3f11c7617bb0c36e7
https://rapidgator.net/file/4b041bb81eeaca419e97a2b827b36c2c
https://rapidgator.net/file/567802142535461aa8dabc823550e251
https://rapidgator.net/file/1765d174035f9648395a052a5d9fb962
https://rapidgator.net/file/417262333e202d8a89dde1a8e0c36aa6
https://rapidgator.net/file/11a86522bd56b6aa065def396f20e09a
https://rapidgator.net/file/808a4e78f5763802ae1a6d91fbec5fc0
https://rapidgator.net/file/67be1adbf7303af01d4aaf8bd7dcca87
https://rapidgator.net/file/655c73f5b1ea1fbefe37d16b72f30f40
https://rapidgator.net/file/1b7b6a5e54155eb5d3ca77be8ed743ee
https://rapidgator.net/file/87ec4b1344dff0a2759a6f472506f99f
https://rapidgator.net/file/eb1a090082afa25370b16ee367c0ac3f
https://rapidgator.net/file/f1b924d9706d71b35480204978cdc387
https://rapidgator.net/file/364b2e48f47a59984a4782b81e0accd2
https://rapidgator.net/file/73685c8458fa2d31f09003d2e2e80531
https://rapidgator.net/file/e34ab1a593c4ddf6502efe52989d6b23
https://rapidgator.net/file/11363c768af829171360050f0fdebc66
https://rapidgator.net/file/ede68c7c7e6b502f2015a102841f6d07
https://rapidgator.net/file/f9913f18ff1292bb4b6eb7bf50c68051
https://rapidgator.net/file/3aee47fc0cefb64efa7d805d73f3f611
https://rapidgator.net/file/47a31e4bdc9f305982d1d495d198e881
https://rapidgator.net/file/08ff5747184b78aaf37ec40a82d0974b
https://rapidgator.net/file/832df6b6d7a324112eb68f9e80d89de7
https://rapidgator.net/file/4a19440ecdc24571284684088a37aac0
https://rapidgator.net/file/1e0ce7d89a5362cb4303616c10907521
https://rapidgator.net/file/0965155cc74c64425459ac746647cb51
https://rapidgator.net/file/c9e8495da64ceba840697fc1281e1293
https://rapidgator.net/file/39917ea6636221c757443a3f3b356284
https://rapidgator.net/file/65a61bd7749ea3562b898f9b0fdc2f6f
https://rapidgator.net/file/9bb5a7dc29fce1e7a385e6cbfa2aff47
or
https://uploadgig.com/file/download/a9c81728ca4834a8/Algo24PLeser.part01.rar
https://uploadgig.com/file/download/7a999518568aa400/Algo24PLeser.part02.rar
https://uploadgig.com/file/download/7dD356dce01ff53A/Algo24PLeser.part03.rar
https://uploadgig.com/file/download/66014d09D021Ed51/Algo24PLeser.part04.rar
https://uploadgig.com/file/download/6EB77075c9fe5391/Algo24PLeser.part05.rar
https://uploadgig.com/file/download/2fc98ab57ddb2e5f/Algo24PLeser.part06.rar
https://uploadgig.com/file/download/81cad85273020498/Algo24PLeser.part07.rar
https://uploadgig.com/file/download/6f7fD8e2cF51166b/Algo24PLeser.part08.rar
https://uploadgig.com/file/download/97a56a5448984a01/Algo24PLeser.part09.rar
https://uploadgig.com/file/download/b655482d0b18c92A/Algo24PLeser.part10.rar
https://uploadgig.com/file/download/F41d06a979c3e840/Algo24PLeser.part11.rar
https://uploadgig.com/file/download/97e52d8cdD161f71/Algo24PLeser.part12.rar
https://uploadgig.com/file/download/C8180a868f5873DC/Algo24PLeser.part13.rar
https://uploadgig.com/file/download/39338ccD4988eb7b/Algo24PLeser.part14.rar
https://uploadgig.com/file/download/03391673a1de1e1B/Algo24PLeser.part15.rar
https://uploadgig.com/file/download/05b1eeA63a8c946a/Algo24PLeser.part16.rar
https://uploadgig.com/file/download/cc1e430847068516/Algo24PLeser.part17.rar
https://uploadgig.com/file/download/0F8b08115f2Ce7f4/Algo24PLeser.part18.rar
https://uploadgig.com/file/download/3e8B23e5Fb760026/Algo24PLeser.part19.rar
https://uploadgig.com/file/download/1F4b60003c7ab1d0/Algo24PLeser.part20.rar
https://uploadgig.com/file/download/af4b7D6b1CCb38F3/Algo24PLeser.part21.rar
https://uploadgig.com/file/download/E3be33c28759a8D1/Algo24PLeser.part22.rar
https://uploadgig.com/file/download/42B730bcb51df528/Algo24PLeser.part23.rar
https://uploadgig.com/file/download/3989604a25f14D3d/Algo24PLeser.part24.rar
https://uploadgig.com/file/download/3392d32570BC985d/Algo24PLeser.part25.rar
https://uploadgig.com/file/download/58a9880Be09d19f2/Algo24PLeser.part26.rar
https://uploadgig.com/file/download/b14a6dDC9b97bfbB/Algo24PLeser.part27.rar
https://uploadgig.com/file/download/Dcb685C5099573B5/Algo24PLeser.part28.rar
https://uploadgig.com/file/download/5a1C1500096537c7/Algo24PLeser.part29.rar
https://uploadgig.com/file/download/cd5D60363f57305c/Algo24PLeser.part30.rar
https://uploadgig.com/file/download/a1Dbb1cA1A92e128/Algo24PLeser.part31.rar
https://uploadgig.com/file/download/2b17b1d96Ff3cC9f/Algo24PLeser.part32.rar
https://uploadgig.com/file/download/fE2ce913421c4f5b/Algo24PLeser.part33.rar
https://uploadgig.com/file/download/14D0903a3CfC5f6d/Algo24PLeser.part34.rar
https://uploadgig.com/file/download/7019fa4a19a3D53d/Algo24PLeserP2.part01.rar
https://uploadgig.com/file/download/b88887e3a81Cac0b/Algo24PLeserP2.part02.rar
https://uploadgig.com/file/download/07ea775Bc943ecD1/Algo24PLeserP2.part03.rar
https://uploadgig.com/file/download/98ca05d6c2623709/Algo24PLeserP2.part04.rar
https://uploadgig.com/file/download/ef5999Cf6c989553/Algo24PLeserP2.part05.rar
https://uploadgig.com/file/download/1f216702F7A8cb7e/Algo24PLeserP2.part06.rar
https://uploadgig.com/file/download/04af7dBB022a6c5F/Algo24PLeserP2.part07.rar
https://uploadgig.com/file/download/D12ed49E9b7eFbFb/Algo24PLeserP2.part08.rar
https://uploadgig.com/file/download/E6cc7Dc1997e81f4/Algo24PLeserP2.part09.rar
https://uploadgig.com/file/download/07ce79da3EfD4530/Algo24PLeserP2.part10.rar
https://uploadgig.com/file/download/4a04b4991E638aA0/Algo24PLeserP2.part11.rar
https://uploadgig.com/file/download/21bCCb69236f7911/Algo24PLeserP2.part12.rar
https://uploadgig.com/file/download/b45bd6fC9c124609/Algo24PLeserP2.part13.rar
https://uploadgig.com/file/download/5b5F0EaCc06646ff/Algo24PLeserP2.part14.rar
https://uploadgig.com/file/download/5381A27777c74Ab1/Algo24PLeserP2.part15.rar
https://uploadgig.com/file/download/3c1e707f53e641dc/Algo24PLeserP2.part16.rar
https://uploadgig.com/file/download/3cbCB46bA6525F4f/Algo24PLeserP2.part17.rar
https://uploadgig.com/file/download/6B9b1E3Ddce97a51/Algo24PLeserP2.part18.rar
https://uploadgig.com/file/download/947E43d50680fB93/Algo24PLeserP2.part19.rar
https://uploadgig.com/file/download/a438814a7c5cB978/Algo24PLeserP2.part20.rar
https://uploadgig.com/file/download/11bc65Ed619C38d8/Algo24PLeserP2.part21.rar
https://uploadgig.com/file/download/1f320e2cD43e61cF/Algo24PLeserP2.part22.rar
https://uploadgig.com/file/download/a12cd66252729895/Algo24PLeserP2.part23.rar
https://uploadgig.com/file/download/2357fCc894806f87/Algo24PLeserP2.part24.rar
https://uploadgig.com/file/download/83da19101b0ABebB/Algo24PLeserP2.part25.rar
https://uploadgig.com/file/download/66660Ab885406758/Algo24PLeserP2.part26.rar
https://uploadgig.com/file/download/1b6b358ea78ddfBC/Algo24PLeserP2.part27.rar
https://uploadgig.com/file/download/4b0f283E3bE97051/Algo24PLeserP2.part28.rar
https://uploadgig.com/file/download/8bc740a743A05790/Algo24PLeserP2.part29.rar
https://uploadgig.com/file/download/395690B72978807e/Algo24PLeserP2.part30.rar
https://uploadgig.com/file/download/946234f02E58856a/Algo24PLeserP2.part31.rar
https://uploadgig.com/file/download/b1E9eF0c84A12a30/Algo24PLeserP2.part32.rar
https://uploadgig.com/file/download/19c5eE52db956433/Algo24PLeserP2.part33.rar
https://uploadgig.com/file/download/fb1648ebE9c5aC94/Algo24PLeserP2.part34.rar
https://uploadgig.com/file/download/d490d76A77264921/Algo24PLeserP3.part01.rar
https://uploadgig.com/file/download/d9A760e2db076f36/Algo24PLeserP3.part02.rar
https://uploadgig.com/file/download/C87590F7F64a7891/Algo24PLeserP3.part03.rar
https://uploadgig.com/file/download/8f142D96aaaf984d/Algo24PLeserP3.part04.rar
https://uploadgig.com/file/download/61aa2a12385f28A4/Algo24PLeserP3.part05.rar
https://uploadgig.com/file/download/426C5D0904a66d3E/Algo24PLeserP3.part06.rar
https://uploadgig.com/file/download/dDbA5f0144173193/Algo24PLeserP3.part07.rar
https://uploadgig.com/file/download/6846545f3c1f1328/Algo24PLeserP3.part08.rar
https://uploadgig.com/file/download/2a204eda56ea3c6e/Algo24PLeserP3.part09.rar
https://uploadgig.com/file/download/9C288a2Efe12afdc/Algo24PLeserP3.part10.rar
https://uploadgig.com/file/download/cdFb7Cef6f91F845/Algo24PLeserP3.part11.rar
https://uploadgig.com/file/download/5343fe5e7cEc0a85/Algo24PLeserP3.part12.rar
https://uploadgig.com/file/download/9644c58e2176709b/Algo24PLeserP3.part13.rar
https://uploadgig.com/file/download/aa7Fe21e35FD8Eea/Algo24PLeserP3.part14.rar
https://uploadgig.com/file/download/4f57b98e259D114d/Algo24PLeserP3.part15.rar
https://uploadgig.com/file/download/c569Dbc4358270bb/Algo24PLeserP3.part16.rar
https://uploadgig.com/file/download/efd579aEe9847302/Algo24PLeserP3.part17.rar
https://uploadgig.com/file/download/803f485bcd269738/Algo24PLeserP3.part18.rar
https://uploadgig.com/file/download/8aF2b1569020EC1b/Algo24PLeserP3.part19.rar
https://uploadgig.com/file/download/32fc2d4C66f21fe2/Algo24PLeserP3.part20.rar
https://uploadgig.com/file/download/27BCa3524ae5ab8e/Algo24PLeserP3.part21.rar
https://uploadgig.com/file/download/321ce0d810B55fAC/Algo24PLeserP3.part22.rar
https://uploadgig.com/file/download/61A67e78bc7e0D90/Algo24PLeserP3.part23.rar
https://uploadgig.com/file/download/47a9E9248d9a9bEc/Algo24PLeserP3.part24.rar
https://uploadgig.com/file/download/a3acec50abAD0834/Algo24PLeserP3.part25.rar
https://uploadgig.com/file/download/Dd13bD20bb7d8ef0/Algo24PLeserP3.part26.rar
https://uploadgig.com/file/download/13CC40801b5e5821/Algo24PLeserP3.part27.rar
https://uploadgig.com/file/download/6bd333dcec475b04/Algo24PLeserP3.part28.rar
https://uploadgig.com/file/download/81ccC257ec35654B/Algo24PLeserP3.part29.rar
https://uploadgig.com/file/download/fFDEe4207A53d4b5/Algo24PLeserP3.part30.rar
https://uploadgig.com/file/download/Ca15b01640C7779B/Algo24PLeserP3.part31.rar
https://uploadgig.com/file/download/AccfdE30f234bbB8/Algo24PLeserP3.part32.rar
https://uploadgig.com/file/download/16d5491582f870c7/Algo24PLeserP3.part33.rar
https://uploadgig.com/file/download/80fC078bF33344Fa/Algo24PLeserP3.part34.rar
https://uploadgig.com/file/download/b48520D9050f122d/Algo24PLeserP3.part35.rar
Links are Interchangeable - No Password - Single Extraction
Feel free to post your Algorithms 24-part Lecture Series Free Download, torrent, subtitles, free download, quality, NFO, Dangerous Algorithms 24-part Lecture Series Torrent Download, free premium downloads movie, game, mp3 download, crack, serial, keygen.