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Complete Machine Learning & Data Science Bootcamp 2021
by Andrei Neagoie- 4.6
42.5 hours on-demand video
Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more! The curriculum is going to be very hands on as we walk you from start to finish of becoming a professional Machine Learning and Data Science engineer. Learn which Machine Learning model to choose for each type of problem...
$14.99
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learn He has previously taught Convex Optimization (EE 364A) at Stanford University and holds a B....
Convex Optimization
by Stephen Boyd , Henryk Blasinski- 0.0
8 Weeks
The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance....
Addressing Large Hadron Collider Challenges by Machine Learning
by Andrei Ustyuzhanin , Mikhail Hushchyn- 4.5
Approx. 24 hours to complete
Of course we will scrutinize the major stages of the data processing pipelines, and focus on the role of the Machine Learning techniques for such tasks as track pattern recognition, particle identification, online real-time processing (triggers) and search for very rare decays. Machine learning in particle identification Search for Dark Matter Hints with Machine Learning at new CERN experiment...
Machine Learning and Data Mining with Weka - For Beginners
by Shadi Oweda- 4.2
2 hours on-demand video
Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models. This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato....
$11.99
Building Recommender Systems with Machine Learning and AI
by Sundog Education by Frank Kane- 4.4
11.5 hours on-demand video
How to create machine learning recommendation systems with deep learning, collaborative filtering, and Python. You've seen automated recommendations everywhere - on Netflix's home page, on YouTube, and on Amazon as these machine learning algorithms learn about your unique interests, and show the best products or content for you as an individual....
$20.99
AWS Certified Machine Learning Specialty 2021 - Hands On!
by Sundog Education by Frank Kane- 4.5
10 hours on-demand video
AWS machine learning certification preparation - learn SageMaker, feature engineering, data engineering, modeling & more This course is structured into the four domains tested by this exam: data engineering, exploratory data analysis, modeling, and machine learning implementation and operations. Evaluating machine learning models (precision, recall, F1, confusion matrix, etc. Security best practices with machine learning on AWS...
$16.99
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Machine Learning with Jupyter Notebooks in Amazon AWS
by Qasim Shah- 3.8
5.5 hours on-demand video
A comprehensive look into Machine Learning using Dynamic Programming, Python and SageMaker service offered by Amazon AWS Welcome to Machine Learning, Reinforcement Learning and AWS course For Beginners - A one of its kind course! Machine Learning Services in AWS Stay at the cutting edge of Machine Learning and Data Science —and enjoy bigger, brighter opportunities with AWS....
$11.99
Scalable Machine Learning on Big Data using Apache Spark
by Romeo Kienzler- 3.8
Approx. 7 hours to complete
This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer. Introduction to Apache Spark for Machine Learning on BigData...
Data Science: Machine Learning algorithms in Matlab
by Geek Cafe- 3.4
2.5 hours on-demand video
A-Z Guide to Implementing Classic Machine Learning Algorithms From Scratch and with Matlab and maths. Machine learning has led to some amazing results, like being able to analyze medical images and predict diseases on-par with human experts. Machine learning is even being used to program self driving cars, which is going to change the automotive industry forever....
$11.99