Search result for Computer science theory Online Courses & Certifications
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Combinatorial Mathematics | 组合数学
by Yuchun Ma- 0.0
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12 Weeks
Discover how to apply counting principles and combinatorics to solve problems in computer science, financial analysis, and your daily life. Today, combinatorial mathematics is regarded as the basis of computer science since the algorithms in programming heavily rely on the analysis of the discrete elements. Applying math to computer science and financial analysis...
$149
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
Current full-time students pursuing a degree in Finance, Statistics, Computer Science, Mathematics, Physics, Engineering or other related disciplines who want to learn about practical applications of ML in Finance Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course....
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
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Approx. 66 hours to complete
These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine learning, and more....
Probabilistic Graphical Models 2: Inference
by Daphne Koller- 4.6
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Approx. 38 hours to complete
These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine learning, and more....
Geometric Algorithms
by Kevin Buchin- 0.0
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Approx. 18 hours to complete
Course Information: In many areas of computer science such as robotics, computer graphics, virtual reality, and geographic information systems, it is necessary to store, analyze, and create or manipulate spatial data....
Data Science & Machine Learning(Theory+Projects)A-Z 90 HOURS
by AI Sciences- 4.3
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90 hours on-demand video
Mastering Data Science & Machine Learning using Python-A to Z-Learn Statistics, Preprocessing & Reinforcement Learning No prior knowledge in any computer science language is assumed. Most of the courses on Probability and Statistics, however, fail to link the data science practices and theory by merely focusing on the axiomatic treatment of the subject....
$9.99
Data Structures and Algorithms: In-Depth using Python
by Syed Mohiuddin- 4.3
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34.5 hours on-demand video
This course consists of lectures on data structures and algorithms which covers the computer science theory + implementation of data structures in python language. Theory lectures and implementation of those concepts in Python. Again, each of these sections includes theory lectures covering data structures & their Abstract Data Types and/or algorithms....
$12.99
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Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 18 hours to complete
Current full-time students pursuing a degree in Finance, Statistics, Computer Science, Mathematics, Physics, Engineering or other related disciplines who want to learn about practical applications of ML in Finance Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course....
Data Science and Machine Learning Masterclass with R
by Up Degree- 4.5
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12.5 hours on-demand video
Data Science by IITan - Data Science :Data Manipulation , Data Science Data Visualization, Data Science : Data Analytics Are you planing to build your career in Data Science in This Year? The Answer Why Data Science is a Must have for Now a days will take a lot of time to explain....
$12.99
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
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72.5 hours on-demand video
Machine learning is a subfield of computer science stemming from research into artificial intelligence. It has strong ties to statistics and mathematical optimization, which deliver methods, theory and application domains to the field. Example applications include spam filtering, optical character recognition (OCR), search engines and computer vision....
$9.99
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