Search result for Python data structures and algorithms Online Courses & Certifications
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Algorithms and Data Structures Capstone
by Pavel Pevzner , Phillip Compeau- 0.0
4 Weeks
Synthesize your knowledge of algorithms and biology to build your own software for solving a biological challenge. In this capstone project, we will take the training wheels off and let you design your own optimized software program for genome sequencing. This big data challenge will cover the entire MicroMasters program. Graph algorithms...
$150
Learning Data Structures and Algorithms
by Infinite Skills- 0.0
8 hours on-demand video
Implementation and Analysis for Increased Software Performance In this Learning Data Structures and Algorithms training course, expert author Rod Stephens will teach you how to analyze and implement common algorithms used. You will start by learning about the complexity theory, then jump into learning about numerical algorithms, including randomizing arrays, prime factorization, and numerical integration....
$12.99
Data Structures and Algorithms (I)
by Junhui DENG- 0.0
Approx. 26 hours to complete
By the end of this course, you will be able to evaluate data structures and algorithms in terms of asymptotic complexity, analyze storage/time complexity of iterative/recursive algorithms, implement Algorithms used to solve complex problems Principles and methods in the design and implementation of various data structures Background on fundamental data structures and recent results...
Data Structures and Algorithms (II)
by Junhui DENG- 0.0
Approx. 37 hours to complete
By learning this course, you will get a comprehensive grasp of stack, queue, binary tree, graph and BST structures and algorithms, as well as their applications. Algorithms used to solve complex problems Principles and methods in the design and implementation of various data structures Background on fundamental data structures and recent results...
Data Structures and Algorithms (IV)
by Junhui DENG- 0.0
Approx. 25 hours to complete
By learning this course, you will get a comprehensive grasp of Priority Queues and string match techniques, as well as their applications. Algorithms used to solve complex problems Principles and methods in the design and implementation of various data structures Skills for algorithm design and performance analysis Background on fundamental data structures and recent results...
Data Structures and Algorithms (III)
by Junhui DENG- 0.0
Approx. 27 hours to complete
By learning this course, you will get a comprehensive grasp of hashing and typical balanced binary search trees, as well as their applications. Algorithms used to solve complex problems Principles and methods in the design and implementation of various data structures Skills for algorithm design and performance analysis Background on fundamental data structures and recent results...
Introduction to Python Programming
by Brandon Krakowsky- 4
Approx. 28 hours to complete
This course provides an introduction to programming and the Python language. Students are introduced to core programming concepts like data structures, conditionals, loops, variables, and functions. Introduction to core programming concepts: Data structures, Conditionals, Variables, Functions, and Loops Design and write fully-functional Python programs using commonly used data structures, custom functions, and reading and writing to files...
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VLSI CAD Part II: Layout
by Rob A. Rutenbar- 4.8
Approx. 24 hours to complete
Our goal is for students to understand how the tools themselves work, at the level of their fundamental algorithms and data structures. ) and basic knowledge of data structures and algorithms (especially recursive algorithms). An understanding of basic digital design: Boolean algebra, Kmaps, gates and flip flops, finite state machine design. Implementation Mechanics: Data Structures & Constraints...
Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
15.5 hours on-demand video
Mathematics forms the core of data science and machine learning. Jon Krohn, this course provides a firm grasp of the mathematics — namely the linear algebra and calculus — that underlies machine learning algorithms and data science models. Understand the fundamentals of linear algebra and calculus, critical mathematical subjects underlying all of machine learning and data science...
$17.99
Recursion For Programmers
by Huw Collingbourne- 4.4
2 hours on-demand video
Algorithms and Data Structures: Recursion, the Stack and Trees A function that calls itself recursively not only saves programming effort and avoids repetition but it can also be used to navigate complex structures such as Trees and Class Hierarchies. This course explains the theory and the practice of recursion. The Stack and Stack Frames...
$11.99