Search result for Data structures and algorithms Online Courses & Certifications
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Computational Thinking and Big Data
by Lewis Mitchell , Markus Wagner , Simon Tuke , Gavin Meredith- 0.0
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10 Weeks
You will also learn about data representation and analysis and the processes of cleaning, presenting, and visualizing data. You will develop skills in data-driven problem design and algorithms for big data. Apply methods for data preparation to large data sets Understand mathematical and statistical techniques for attracting information from large data sets and illuminating relationships between data sets...
$249
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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7.5 hours on-demand video
Machine Learning, Deep Learning, AI and Data Science Basic Concepts Python package “Numpy” for numerical computation, Python package “Matplotlib” for visualization and plotting, Python package “pandas” for data analysis Data Visualization in Python with MatPlotLib and Seaborn Applications of ML/AI/DS and Job prospects High dimensionality in data set and its problems....
$12.99
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort. 5 Opinion Mining and Sentiment Analysis: Motivation...
Structured Query Language (SQL) using SAS
by Peter Styliadis- 4.9
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Approx. 24 hours to complete
In this course, you learn about Structured Query Language (SQL) and how it can be used in SAS programs to create reports and query your data. Course Overview and Data Setup Comparing SQL and the DATA Step Summarizing Date and Time Data Level 2 Practice: Grouping and Summarizing Data Selecting Data from More Than Two Tables...
Machine Learning
by John W. Paisley- 0.0
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12 Weeks
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention. We will discuss several fundamental methods for performing this task and algorithms for their optimization. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data....
$249
Data Mining with Weka
by Ian Witten- 0.0
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5
Discover practical data mining and learn to mine your own data using the popular Weka workbench. What is data mining? How do simple classification algorithms work? What are their strengths and weaknesses? What is “overfitting” and how can you combat it?...
Free
Identifying, Monitoring, and Analyzing Risk and Incident Response and Recovery
by (ISC)² Education & Training- 4.8
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Approx. 23 hours to complete
Risk Identification, Monitoring, and Analysis: In the Risk Identification, Monitoring, and Analysis session, you will learn how to identify, measure, and control losses associated with adverse events. You will review, analyze, select, and evaluate safeguards for mitigating risk. We will examine processes such as damage recovery, data integrity and preservation, and the collection, handling, reporting, and prevention....
Rust: Develop Programming Skills with Rust
by Packt Publishing- 3.4
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6 hours on-demand video
Build your programming foundation in a safe and fast Systems Programming Language Rust You will start by learning concepts such as enums, functions, loops, arrays, data types, basic data structures, and working with strings. Additionally, you will get an experience of generic data types, the idea behind lifetimes, and concurrency in Rust....
$12.99
2021 Python for Machine Learning & Data Science Masterclass
by Jose Portilla- 4.7
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44 hours on-demand video
Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more! This is the most complete course online for learning about Python, Data Science, and Machine Learning. We cover advanced machine learning algorithms that most other courses don't! Including advanced regularization methods and state of the art unsupervised learning methods, such as DBSCAN....
$14.99
Statistics Primer for Data Scientist's
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 4.2
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3 hours on-demand video
Data Mining and Data Visualization It is the process of analyzing hidden patterns of data according to different perspectives for categorization into useful information, which is collected and assembled in common areas, such as data warehouses, for efficient analysis, data mining algorithms, facilitating business decision making and other information requirements to ultimately cut costs and increase revenue....
$12.99
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