Search result for Efficient algorithms Online Courses & Certifications
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Complete Ruby Programmer - Master Ruby
by Mashrur Hossain- 4.1
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13.5 hours on-demand video
Whether you are a complete beginner or already know the basics but want to know and apply advanced concepts in programming like OOP, automation using web scraping, data engineering and algorithms built from scratch - this is the course for you! Algorithms and implementation - Sorting, Binary Search Trees and more!...
$13.99
Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
The course will start with an introduction to the fundamentals of machine learning, followed by an in-depth discussion of the application of these techniques to portfolio management decisions, including the design of more robust factor models, the construction of portfolios with improved diversification benefits, and the implementation of more efficient risk management models. First algorithms...
Data Structures and Algorithm Design Part I | 数据结构与算法设计(上)
by Junhui Deng- 0.0
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8 Weeks
Learn the basics of data structures and methods to design algorithms and analyze their performance. Data structures play a central role in computer science and are the cornerstones of efficient algorithms. Algorithms used to solve complex problems...
$49
Scalable Machine Learning on Big Data using Apache Spark
by Romeo Kienzler- 3.8
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Approx. 7 hours to complete
Apache Spark is an open source framework that leverages cluster computing and distributed storage to process extremely large data sets in an efficient and cost effective manner. - make use of large scale compute clusters to apply machine learning algorithms on Petabytes of data using Apache SparkML Pipelines. Practice Quiz (Ungraded) - SparkML Algorithms (2)...
Python Data Analysis & Visualization Bootcamp
by Siranjeevi - Python Data Analysis and Visualization- 4.3
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8 hours on-demand video
Pandas for Efficient Data Analysis Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions....
$24.99
The Complete Unity AI Course!
by Mammoth Interactive- 3.9
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92 hours on-demand video
With Glauco you will learn to make games in the most efficient and cleanest way possible....
$12.99
Algorithms for Searching, Sorting, and Indexing
by Sriram Sankaranarayanan- 4.6
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Approx. 34 hours to complete
This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters. Algorithms for Searching, Sorting, and Indexing can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform....
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Neural Networks in Python from Scratch: Complete guide
by Jones Granatyr- 4.5
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8.5 hours on-demand video
Artificial neural networks are considered to be the most efficient Machine Learning techniques nowadays, with companies the likes of Google, IBM and Microsoft applying them in a myriad of ways....
$11.99
Word2Vec: Build Semantic Recommender System with TensorFlow
by GoTrained Academy- 2.4
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2 hours on-demand video
Embedding vectors created using the Word2vec algorithm have many advantages compared to earlier algorithms such as latent semantic analysis....
$9.99
New in Big Data: Hive, HiveMall, AWS Lambda, Solr, Kibana
by Elena Akhmatova- 3.4
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2.5 hours on-demand video
Like Hive it allows to use complex machine learning algorithms knowing SQL only. Apache HiveMall Machine Learning library implements many useful Machine Learning algorithms (Supervised classification, LDA, RandomForest, etc. Hive + HiveMall is no less (or maybe even more) attractive and efficient than Spark + Spark MLib....
$9.99
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