Search result for What is linear algebra Online Courses & Certifications
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Applied AI with DeepLearning
by Romeo Kienzler , Niketan Pansare , Tom Hanlon , Max Pumperla , Ilja Rasin- 4.4
Approx. 24 hours to complete
We’ll learn about the fundamentals of Linear Algebra and Neural Networks. Using these approaches, no matter what your skill levels in topics you would like to master, you can change your thinking and change your life. Linear algebra What is SystemML (1/2) What is SystemML (2/2) Linear Model...
Sparse Representations in Signal and Image Processing: Fundamentals
by Michael Elad , Alona Golts- 0.0
5 Weeks
Modeling data is the way we - scientists - believe that information should be explained and handled. Its core idea is the description of the data as a linear combination of few building blocks - atoms - taken from a pre-defined dictionary of such fundamental elements....
$149
Advanced Machine Learning and Signal Processing
by Romeo Kienzler , Nikolay Manchev- 4.5
Approx. 27 hours to complete
We’ll learn about the fundamentals of Linear Algebra to understand how machine learning modes work. SparkML is making up the greatest portion of this course since scalability is key to address performance bottlenecks. Linear algebra What is SystemML (1/2) ? What is SystemML (2/2) ? Linear Regression Linear Regression using Apache SystemML Why is Naive Bayes "naive"...
Statistics Primer for Data Scientist's
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 4.2
3 hours on-demand video
“Data Scientist is a person who is better at statistics than any programmer and better at programming than any statistician. More often than not participants rush into learning data science without knowing what exactly they are getting into: this course will give you insights and clarity on what data science is all about. Statistics, Math, Linear Algebra...
$12.99
Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
15.5 hours on-demand video
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch 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
Applications of Linear Algebra Part 1
by Allison Dulin , Kristen Eshleman , Robert McSwain , Sara Swanson- 0.0
4 Weeks
Learn to use linear algebra in computer graphics by making images disappear in an animation or creating a mosaic or fractal and in data mining to measure similarities between movies, songs, or friends. Applications of linear algebra in computer graphics such as visually approximating an image with a page of typed characters, blending images, and creating composite images....
$25
VLSI CAD Part I: Logic
by Rob A. Rutenbar- 4.7
Approx. 23 hours to complete
This is the first step of the design chain, as we move from logic to layout. Linear algebra and calculus at the level of a junior or senior in engineering. Exposure to basic VLSI at an undergraduate level is nice -- but it’s not necessary. Computational Boolean Algebra...
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Data Science Readiness Assessment
by Nitesh Chawla , Alison Cheng , Patrick J. Flynn , Alan Huebner- 0.0
2 Weeks
This assessment will help you identify your current readiness in three core areas required for the study of Data Science; Calculus, Linear Algebra, and Programming. Your current familiarity with Calculus, Linear Algebra and Programming Specific areas in Calculus, Linear Algebra, and Programming, in need of development ...
$49
Machine Learning
by Andrew NgTop Instructor- 4.9
Approx. 61 hours to complete
Machine learning is the science of getting computers to act without being explicitly programmed. What is Machine Learning? What is Machine Learning? Linear Algebra Review Linear Algebra Regularized Linear Regression Regularized Linear Regression Deciding What to Try Next Deciding What to Do Next Revisited Deciding What to do Next Revisited Prioritizing What to Work On...
AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
Approx. 8 hours to complete
This is the first course of a six part specialization. If you are an aspiring Data Scientist, this course is NOT for you as you need real world expertise to benefit from the content of these courses. What skills should you have?...