Search result for Exploratory data analysis methods Online Courses & Certifications
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Statistical Learning
by Trevor Hastie , Robert Tibshirani- 0.0
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9 Weeks
Learn some of the main tools used in statistical modeling and data science. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Resampling methods Tree-based methods...
$149
First Steps in Linear Algebra for Machine Learning
by Dmitri Piontkovski , Vsevolod L. Chernyshev- 4.1
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Approx. 21 hours to complete
The main goal of the course is to explain the main concepts of linear algebra that are used in data analysis and machine learning. Another goal is to improve the student’s practical skills of using linear algebra methods in machine learning and data analysis. This Course is part of HSE University Master of Data Science degree program. Covered Python methods...
Knowledge Inference and Structure Discovery for Education
by Ryan Baker- 0.0
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3 Weeks
In this course, you will learn key methods for discovering how content can be divided into skills and concepts and how to measure student knowledge while it is changing – i. This course will also cover related methods for discovering structure in unlabeled data, such as factor analysis and clustering. Cluster and Factor Analysis...
$99
Regression Analysis for Statistics & Machine Learning in R
by Minerva Singh- 4.2
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7.5 hours on-demand video
Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R This does not teach the students about all the different regression analysis techniques they can apply to their own data in both academic and business setting, resulting in inaccurate modelling. Become a Regression Analysis Pro and Apply Your Knowledge on Real-Life Data...
$12.99
The Ultimate Pandas Bootcamp: Advanced Python Data Analysis
by Andy Bek- 0.0
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32 hours on-demand video
Welcome to the best resource online for learning and mastering data analysis with pandas and python. Pandas is the wonderful open-source library that is the embodiment of those trends: based on the python programming language, pandas is the de facto data analysis library in the python data science community. I hope you commit to mastering data analysis with pandas....
$13.99
Business Analytics
by The Art Of Service- 4
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2.5 hours on-demand video
Business analytics focuses on developing new insights and understanding of business performance based on data and statistical methods. In contrast, business intelligence traditionally focuses on using a consistent set of metrics to both measure past performance and guide business planning, which is also based on data and statistical methods....
$9.99
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
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12.5 hours on-demand video
Data Mining and Machine Learching are a hot topics on business intelligence strategy on many companies in the world. We will make a review of the main packages for scientific use and data analysis in python such us Numpy, Pandas, Matplotlib, Seaborn, Scikit-Learn and more. - Data Analysis and graphical display....
$11.99
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Learn to Teach Java: Sequences, Primitive Types and Using Objects
by Beth Simon- 4.9
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Approx. 13 hours to complete
From Block to Text: From Sprites to Data Preview: Variables and Data Types Variables store data for us (unplugged) From Block to Text: Methods and Objects From Block to Text: New Things with Methods and Objects Preview: Calling Methods without Parameters Preview: Calling Methods WITH Parameters Preview: Calling Methods that Return Values...
Advanced Data Science Techniques in SPSS
by Bogdan Anastasiei- 3.9
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6.5 hours on-demand video
Hone your SPSS skills to perfection - grasp the most high level data analysis methods available in the SPSS program. Within a few days only you can master some of the most complex data analysis techniques available in the SPSS program. Afterwards, the analysis is executed on a real-life data set and the output is thoroughly explained....
$12.99
Interest Rate Models
by Damir Filipović- 4.5
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Approx. 30 hours to complete
At the end of this course you will know how to calibrate an interest rate model to market data and how to price interest rate derivatives. Exact Methods Smoothing Methods Principal Component Analysis Exact Methods Smoothing Methods Principal Component Analysis...
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