Search result for Data structures and algorithms course Online Courses & Certifications
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Follow a Machine Learning Workflow
by Renée Cummings- 0.0
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Approx. 20 hours to complete
This second course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate explores each step along the machine learning workflow, from problem formulation all the way to model presentation and deployment. Data Structure Terminology Data Quality Issues Data Sources ETL and Machine Learning Pipelines Guidelines for Preparing Training and Testing Data...
Approximation Algorithms
by Mark de Berg- 4.7
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Approx. 15 hours to complete
The goal of this course is to become familiar with important algorithmic concepts and techniques needed to effectively deal with such problems. In order to successfully take this course, you should already have a basic knowledge of algorithms and mathematics. - Graph terminology, representations of graphs (adjacency lists and adjacency matrix), basic graph algorithms (BFS, DFS, topological sort, shortest paths)...
数据结构与算法第一部分 | Data Structures and Algorithms Part 1
by 张铭 Ming Zhang- 0.0
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4 Weeks
这门课程将帮助学生学习如何运用数据结构和算法解决复杂的实际问题。 | This course will help students learn to use data and algorithms to solve complex real-world problems. The course also introduces students to fundamental data structures and classical algorithms used in more specialized courses,including Operating Systems, Software Engineering, Database Systems, CompilerPrinciples, Computer Graphics and Human Computer Interaction. Introduction to fundamental data structures and classical algorithms...
Palo Alto Networks Cybersecurity Essentials I
by James Dalton- 4.7
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Approx. 18 hours to complete
Course Description: Essentials I: Module 1 - Course Information Essentials I Course Syllabus Essentials I Course Information - Textbook, Workforce Roles LAB SETUP START HERE: Connecting to the NDG platform and performing labs. Video: Data Center Security with PaloAlto Networks Firewall Video: Data Center Security - East / West Traffic Essentials I: Module 4 - Cryptography, PKI, and Certificate Protection...
Data Science Ethics
by H.V. Jagadish- 4.8
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Approx. 15 hours to complete
You will examine the need for voluntary disclosure when leveraging metadata to inform basic algorithms and/or complex artificial intelligence systems while also learning best practices for responsible data management, understanding the significance of the Fair Information Practices Principles Act and the laws concerning the "right to be forgotten. Case Study: Algorithms and Race...
Cluster Analysis in Data Mining
by Jiawei Han- 4.5
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Approx. 17 hours to complete
Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BIRCH, and density-based methods such as DBSCAN/OPTICS. Moreover, learn methods for clustering validation and evaluation of clustering quality. 3 Requirements and Challenges Course Conclusion...
Become a Junior Java Software Developer
by Tim Short- 4.7
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8 hours on-demand video
Complete practical and conceptual Java programming course for beginners Get comfortable with controlling the flow of programsUnderstand and apply the core concepts of object-oriented programmingKnow the different data structures and practice traversing through arrays and collectionsMaster the common algorithms in computer scienceLearn topics conceptually and practically to ace your job interview...
$17.99
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Network Security & Database Vulnerabilities
by IBM Security Learning Services- 4.6
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Approx. 14 hours to complete
This course gives you the background needed to understand basic network security. You will learn the about Local Area Networks, TCP/IP, the OSI Framework and routing basics. Basics of Routing and Switching, Network Packets and Structures Structured Data and Relational Databases Describe the structures and vulnerabilities of key databases for cybersecurity including SQL, Couch, Oracle and MongoDB....
Python Data Structures
by Charles Russell Severance- 4.9
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Approx. 19 hours to complete
This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. Reading: Welcome to Python Data Structures...
Dynamic Programming: Applications In Machine Learning and Genomics
by Pavel Pevzner , Phillip Compeau- 0.0
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4 Weeks
In the first part of the course, part of the Algorithms and Data Structures MicroMasters program, we will see how the dynamic programming paradigm can be used to solve a variety of different questions related to pairwise and multiple string comparison in order to discover evolutionary histories. Dynamic programming and how it applies to basic string comparison algorithms...
$150
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