Tag: big data

Kennesaw State University PhD in Analytics and Data Science

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From Kennesaw State: “Kennesaw State University’s PhD in Analytics and Data Science is an advanced degree which has been developed to meet the market demand for Data Science. This degree with train individuals to translate large, structured and unstructured, complex datasets to information to improve decision making. This curriculum includes heavy emphasis on programming, data mining, statistical modeling, and the mathematical foundations to support these concepts. Importantly, he program also … Continue Reading

New York University – MS in Data Science

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From NYU: The Master of Science in Data Science is a highly-selective program for students with a strong background in mathematics, computer science, and applied statistics. The degree focuses on the development of new methods for data science. We live in the “Age of the Petabyte,” soon to become “The Age of the Exabyte.” Our networked world is generating a deluge of data that no human, or group of humans, … Continue Reading

Carnegie Mellon – Masters of Computational Data Science

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From Carnegie Mellon: “Founded in 2004 as the MSIT in Very Large Information Systems, the MCDS program trains professional master’s students in all aspects of design, engineering and deployment of very large information systems. In the program, you’ll delve deeply into topics like databases, distributed algorithms and storage, machine learning, language technologies, software engineering, human-computer interaction, and design. Through core classes and electives, you’ll develop a unified vision of very … Continue Reading

Northwestern University – Master of Science in Analytics

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From Northwestern: “The Master of Science in Analytics program at Northwestern University’s McCormick School of Engineering teaches students the skills that drive business success in today’s hyper-competitive, data-driven world. Drawing on the expertise of renowned professors and lecturers from major corporations, we combine mathematical and statistical studies with instruction in advanced information technology and data management. Students are immersed in a comprehensive and applied curriculum as they learn to: Identify … Continue Reading

iPython Notebooks

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From GitHub: “This repo contains various iPython notebooks I’ve created to experiment with libraries and work through exercises, and explore subjects that I find interesting.” The notebooks include: Popular Python data science libraries NumPy SciPy Matplotlib Pandas Statsmodels Scikit-learn Seaborn NetworkX PyMC NLTK DEAP Genism Machine Learning Exercises Tensorflow Deep Learning Exercises Spark Big Data Labs Miscellaneous

The Machine Learning Conference

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Upcoming Event: November 10th San Francisco, CA From ML Conference website: “MLconf gathers communities to discuss the recent research and application of Algorithms, Tools, and Platforms to solve the hard problems that exist within organizing and analyzing massive and noisy data sets.” MLconf Blog 2017 Registration

TDWI Chicago Conference

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Next Event: May 6-11, 2018 – Chicago, IL From TDWI Website: “In one week, at one location, you will get the most applicable training on your top data challenges from the industry’s most respected thought leaders and practitioners. Modernizing your data warehouse? Implementing cloud services? Working to develop a successful data architecture strategy for your self-service analytics and data science endeavors? Need to ensure your dashboards and KPIs are driving … Continue Reading

Python for Data Science and Machine Learning Bootcamp

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From Udemy: “Learn how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow, and more! What Will I Learn? Use Python for Data Science and Machine Learning Use Spark for Big Data Analysis Implement Machine Learning Algorithms Learn to use NumPy for Numerical Data Learn to use Pandas for Data Analysis Learn to use Matplotlib for Python Plotting Learn to use Seaborn for statistical plots Use Plotly for interactive … Continue Reading

Scala and Spark for Bog Data and Machine Learning

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From Udemy: “Learn the latests Big Data technology – Spark and Scala, including Spark 2.0 DataFrames! What Will I learn? Use Scala for Programming Use Spark 2.0 DataFrames to read an manipulate data Use Spark to Process Large Datasets Understand how to use Spark on AWS and DataBricks”

Spark and Python for Big Data with PySpark

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From Udemy: “Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more! What Will I Learn? Use Python and Spark together to analyze Big Data Learn how to use the new Spark 2.0 DataFrame Syntax Work on Consulting Projects that mimic real world situations! Classify Customer Churn with Logistic Regression Use Spark with Random Forests for Classification Learn now to use Spark’s Gradient Boosted … Continue Reading