Search result for Key algorithms Online Courses & Certifications
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The Machine Learning Certification Course
by Marufa Yasmin- 3.1
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38 mins on-demand video
This is an introductory course in machine learning (ML) that covers the basic theory and algorithms . ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications....
$12.99
Data Structures & Algorithms IV: Pattern Matching, Dijkstra’s, MST, and Dynamic Programming Algorithms
by Mary Hudachek-Buswell- 0.0
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5 Weeks
Delve into Pattern Matching algorithms from KMP to Rabin-Karp. Tackle essential algorithms that traverse the graph data structure like Dijkstra’s Shortest Path. Understanding these representations is key to developing algorithms that traverse the entire graph. Two traversal algorithms are studied: Depth-First Search and Breadth-First Search. Two important, greedy algorithms create an MST: Prim’s and Kruskal’s....
$149
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
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Approx. 66 hours to complete
The course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models. The (highly recommended) honors track contains two hands-on programming assignments, in which key routines of two commonly used learning algorithms are implemented and applied to a real-world problem....
Learn Algorithms and Data Structures in Java
by Packt Publishing- 3.6
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2.5 hours on-demand video
Leverage Java Algorithms for Operational Efficiency Programs are created from algorithms and data structures. You’ll get familiar with multithreading algorithms and probabilistic algorithms. It will help you to gain in-demand knowledge of key data structures and algorithms and prepare you for the next stage in your career as a developer....
$9.99
Artificial Intelligence for Simple Games
by Jan Warchocki- 4.5
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12.5 hours on-demand video
Key algorithms and concepts covered in this course include: Genetic Algorithms, Q-Learning, Deep Q-Learning with both Artificial Neural Networks and Convolutional Neural Networks. Section #1 — Dive into Genetic Algorithms by applying the famous Travelling Salesman Problem to an intergalactic game. Understand and implement Genetic Algorithms...
$11.99
Foundations of Data Structures
by Deepak B. Phatak , Nagesh Karmali , Ajit Diwan , Ganesh Ramakrishnan- 0.0
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6 Weeks
Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design. Algorithms...
$149
Probabilistic Graphical Models 2: Inference
by Daphne Koller- 4.6
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Approx. 38 hours to complete
The course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied. The (highly recommended) honors track contains two hands-on programming assignments, in which key routines of the most commonly used exact and approximate algorithms are implemented and applied to a real-world problem. Belief Propagation Algorithms MAP Algorithms...
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Data Structures: An Active Learning Approach
by Niema Moshiri , Christine Alvarado , Liz Izhikevich- 0.0
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10 Weeks
In other words, even without C++ or Python knowledge, the key takeaways can still be obtained. The algorithms behind fundamental data structures (dynamic arrays, linked structures, (un)balanced trees/tries, graph algorithms, hash tables/functions) How to analyze algorithms theoretically (worst-case, average-case, and amortized) The key distinctions and relations between "Abstract Data Types" and "Data Structures"...
$50
Google SEO Fundamentals
by Rebekah May- 4.8
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Approx. 29 hours to complete
Gain an understanding of search engine algorithms and how they affect organic search results and websites. Key Areas of SEO...
VLSI CAD Part II: Layout
by Rob A. Rutenbar- 4.8
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Approx. 24 hours to complete
Our focus in this part of the course is on the key logical and geometric representations that make it possible to map from logic to layout, and in particular, to place, route, and evaluate the timing of large logic networks. ) and basic knowledge of data structures and algorithms (especially recursive algorithms)....
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