Search result for Data analysis algorithms pdf Online Courses & Certifications
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Advanced Linear Algebra: Foundations to Frontiers
by Maggie Myers , Robert van de Geijn- 0.0
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16 Weeks
Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers....
$49
Unsupervised Learning
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 9 hours to complete
You will learn how to find insights from data sets that do not have a target or labeled variable. Describe and use common clustering and dimensionality-reduction algorithms This course targets aspiring data scientists interested in acquiring hands-on experience with Unsupervised Machine Learning techniques in a business setting. Comparing Algorithms Clustering Algorithms Comparing Clustering Algorithms Principal Component Analysis (Activity)...
Unsupervised Machine Learning
by Mark J Grover , Miguel Maldonado- 4.8
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Approx. 9 hours to complete
You will learn how to find insights from data sets that do not have a target or labeled variable. Describe and use common clustering and dimensionality-reduction algorithms This course targets aspiring data scientists interested in acquiring hands-on experience with Unsupervised Machine Learning techniques in a business setting. Comparing Algorithms Clustering Algorithms Comparing Clustering Algorithms Principal Component Analysis (Activity)...
Data Science Projects with Python
by Packt Publishing- 4.2
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6 hours on-demand video
A case study approach to successful data science projects using Python, pandas, and scikit-learn Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. in biology from Harvard University, where he was an assistant teacher of the data science course....
$9.99
Sequence Models
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.8
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Approx. 36 hours to complete
Lectures in PDF Lectures in PDF Error Analysis in Beam Search Lectures in PDF Lectures in PDF...
People Analytics
by Cade Massey , Martine Haas , Matthew Bidwell- 4.5
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Approx. 9 hours to complete
For the first time in history, business leaders can make decisions about their people based on deep analysis of data rather than the traditional methods of personal relationships, decision making based on experience, and risk avoidance. Performance Evaluation: the Challenge of Noisy Data Hiring 3: Using Data Analysis to Predict Performance...
Algorithms and Data Structures in C#: Complete Tutorial
by Engineer Spock- 4.1
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15.5 hours on-demand video
Learn data structures and algorithms in C# from A to Z. One day, you'll face such a problem and if you don't understand algorithms and data structures in depth, you'll feel yourself ashamed and helpless. If you're not good at algorithms and data structures, you'll never pass a coding interview in a decent company....
$12.99
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Foundations of Data Science
by Dinesh Kumar- 0.0
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7 Weeks
Data Science along with artificial intelligence (AI) and its various components such as statistical learning (SL), machine learning (ML) and deep learning algorithms (DL) are recognized as main drivers of organizational value creation. We will discuss the implementation of these concepts in ML algorithms for Market Basket Analysis and Recommender Systems....
$149
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 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. You will learn algorithms for detection outliers in Univariate space, in Low-dimensional space and also learn innovative algorithm for detection outliers in High-dimensional space....
$12.99
Learning JavaScript Data Structures and Algorithms
by Packt Publishing- 3.4
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1.5 hours on-demand video
Find out how data structures and algorithms can be used to solve programming problems using JavaScript Using appropriate data structures and having a good understanding of algorithm analysis is key to writing maintainable and extensible quality software, thus solving the crisis....
$12.99
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