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Databases and SQL for Data Science with Python
by Rav Ahuja , Hima Vasudevan- 4.7
Approx. 18 hours to complete
SQL (or Structured Query Language) is a powerful language which is used for communicating with and extracting data from databases. No prior knowledge of databases, SQL, Python, or programming is required. UPDATE and DELETE Statements Introduction to Relational Databases and Tables Access databases from Jupyter using Python and work with real world datasets...
Advanced Portfolio Construction and Analysis with Python
by Lionel Martellini, PhD , Vijay Vaidyanathan, PhD- 4.8
Approx. 11 hours to complete
Instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language. Multi-Factor models and Fama-French Factor benchmarks and Style analysis ARCH and GARCH Models Module 4 Lab Session - Risk Contribution and Risk Parity...
JSP Programs and Project: Build a Product Management System
by Abhay Redkar- 4.3
2.5 hours on-demand video
It has several programming examples which will cover some basic JSP concepts. The above project is explained line by line in the video lectures and the source code will available for students to download. (Check Conclusion and Source Code section) Total hands-on programming experience. JSP programming examples explained. I believe you will enjoy this course and learn a lot....
$12.99
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
Approx. 18 hours to complete
, matrix and vector algebra, linear independence, basis) Basic knowledge in python programming and numpy Disclaimer: This course is substantially more abstract and requires more programming than the other two courses of the specialization. However, this type of abstract thinking, algebraic manipulation and programming is necessary if you want to understand and develop machine learning algorithms....
Machine Learning for BI, PART 1: Data Profiling
by Maven Analytics- 4.7
2 hours on-demand video
Instead, we'll use familiar, user-friendly tools like Microsoft Excel to break down complex topics and help you understand exactly HOW and WHY machine learning works before you dive into programming languages like Python or R. I've studied several programming languages, Excel, VBA and web dev, and Maven is among the very best I've seen!" Russ C....
$9.99
Digital Signal Processing 1: Basic Concepts and Algorithms
by Paolo Prandoni , Martin Vetterli- 4.6
Approx. 29 hours to complete
To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course. b Karplus-Strong revisited and DFS...
Digital Signal Processing 2: Filtering
by Paolo Prandoni , Martin Vetterli- 4.7
Approx. 18 hours to complete
To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course. d Fractional delay and Hilbert filter...
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Digital Signal Processing 4: Applications
by Paolo Prandoni , Martin Vetterli- 0.0
Approx. 14 hours to complete
To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course. a Notation and key concepts...
Digital Signal Processing 3: Analog vs Digital
by Paolo Prandoni , Martin Vetterli- 4.8
Approx. 16 hours to complete
To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course. Module 3:4: A/D and D/A Conversion...
Internet of Things: Sensing and Actuation From Devices
by Ganz Chockalingam , Harinath Garudadri- 4.5
Approx. 16 hours to complete
Do you want to make informed design decisions about sampling frequencies and bit-width requirements for various kinds of sensors? Program GPIOs (general purpose input/output pins) to enable communication between the DragonBoard 410c and common sensors. Python and Java supplementals Python and other languages Theory and Calculations Parts and tools required Parts and tools required...