Search result for Machine learning and linear algebra Online Courses & Certifications
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Data analyzing and Machine Learning Hands-on with KNIME
by Barbora Stetinova, MBA- 0.0
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4.5 hours on-demand video
The goal of this course is to gain knowledge how to use open source Knime Analytics Platform for data analysis and machine learning predictive models on real data sets. MACHINE LEARNING - REGRESSION AND CLASSIFICATION: We will create machine learning models in standard machine learning process way, which consists in:...
$13.99
Using Machine Learning in Trading and Finance
by Jack Farmer , Ram Seshadri- 4
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Approx. 19 hours to complete
By the end of the course, you will be able to design basic quantitative trading strategies, build machine learning models using Keras and TensorFlow, build a pair trading strategy prediction model and back test it, and build a momentum-based trading model and back test it. Welcome to Using Machine Learning in Trading and Finance...
Outlier Detection Algorithms in Data Mining and Data Science
by KDD Expert- 3.6
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2.5 hours on-demand video
Outlier Detection in Data Mining, Data Science, Machine Learning, Data Analysis and Statistics using PYTHON,R and SAS In short, not much! This course is perfect even for those with no knowledge of statistics and linear algebra. Outlier detection algorithms are useful in areas such as: Data Mining, Machine Learning, Data Science, Pattern Recognition, Data Cleansing, Data Warehousing, Data Analysis, and Statistics....
$12.99
AWS SageMaker Practical for Beginners | Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.6
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14.5 hours on-demand video
Machine and deep learning are the hottest topics in tech! Diverse fields have adopted ML and DL techniques, from banking to healthcare, transportation to technology. Project #2: Train, test and deploy a multiple linear regression machine learning model to predict medical insurance premium. Basic knowledge of Machine Learning, python programming and AWS cloud is recommended....
$12.99
Machine Supervised Learning: Regression in Python 3 and Math
by Ahmed Attia- 3.7
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5 hours on-demand video
Master Regression Algorithm as it provides a base for you to build on and learn other ML algorithms. The impetus behind such ubiquitous use of AI is machine learning algorithms. The rudimental algorithm that every Machine Learning enthusiast starts with is a linear regression algorithm. Don't hesitate and join us to begin the journey of learning!...
$12.99
Machine Learning with Javascript
by Stephen Grider- 4.6
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17.5 hours on-demand video
Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects. If you're here, you already know the truth: Machine Learning is the future of everything. There are many courses on Machine Learning already available. Pick up the basics of Linear Algebra so you can dramatically speed up your code with matrix-based operations....
$22.99
Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
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Approx. 15 hours to complete
This course will introduce and explore various statistical modeling techniques, including linear regression, logistic regression, generalized linear models, hierarchical and mixed effects (or multilevel) models, and Bayesian inference techniques. Plotting Predictions and Prediction Uncertainty Linear Regression Introduction Linear Regression Inference NHANES Case Study Tutorial (Linear and Logistic Regression) Optional: A Visual Introduction to Machine Learning...
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AI for Medical Prognosis
by Pranav Rajpurkar , Bora Uyumazturk , Eddy Shyu- 4.7
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Approx. 30 hours to complete
This Specialization will give you practical experience in applying machine learning to concrete problems in medicine. Machine learning is a powerful tool for prognosis, a branch of medicine that specializes in predicting the future health of patients. ai and taught by Andrew Ng. Prerequisites and Learning Outcomes Build a risk model using linear and tree-based models...
Introduction to TensorFlow
by Google Cloud Training- 4.4
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Approx. 19 hours to complete
x and Keras to build, train, and deploy machine learning models. Our Jupyter Notebooks hands-on labs offer you the opportunity to build basic linear regression, basic logistic regression, and advanced logistic regression machine learning models. You will learn how to train, deploy, and productionalize machine learning models at scale with Cloud AI Platform....
Julia Programming For Data Science & Machine Learning: Julia
by Ankit Mistry- 3.9
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4 hours on-demand video
Learn power of Julia High performace programming for Data Science and Machine Learning with nearly C like Performace Introduction to Julia and installation Julia collections, dictionary, sets and tuples. Julia package management system and creating function in Julia Vector and matrix related operation in Julia Linear algebra with Julia Linear and Multiple Regression with GLM package...
$17.99
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