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Courses/Training on Analytics, Big Data, Data Mining, and Data Science


 
  
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August 2017

WhenEvent
Aug 5 Spark with Scala, introducing Apache Spark 2, and how to use it for data analysis. Topics covered include a Scala Primer, Installing, Spark shell for interactive data anaylsis, RDDs / Dataframes / Dataset, Streaming - with a number of labs. Taught by Sujee Maniyam on behalf of the local ACM chapter, SFbayACM.
Live at Intel in Santa Clara, CA
Aug 14-18 Predictive Analytics Methods Training. An Intensive Practical Training Course, By Jube.io - You can learn Predictive Analytics for business - even if you are an absolute beginner - in just a week.
Austin, TX, USA.
Aug 21 - Oct 8 Predictive Analytics Course from Oregon State University. The 100% online course allows you to keep your schedule as you learn one-on-one with our expert instructor.
Online.
Aug 25
(4 weeks)
Persuasion Analytics and Targetting, taught by Ken Strasma (co-founder and CEO of HaystaqDNA) - learn to apply predictive modeling methods to micro-target individuals and induce them to act.
Online at Statistics.com

September 2017

WhenEvent
Sep 1
(4 weeks)
Logistic Regression, taught by Dr. James Hardin (Research Associate Professor at the Univ of South Carolina and co-author of Generalized Estimating Equations) - modeling binary outcome data
online at Statistics.com
Sep 1-3 Spark Bootcamp, By Southern Data Science Conference
Atlanta, GA, USA.
Sep 8-10 Big Data Bootcamp, By Global Big Data Conference.
Denver, CO, USA. Use code KDNUGGETS to save up to $200.
Starts Sep 11 The Predictive Analytics Operation | Comprehensive, By The Modeling Agency, LLC. This corporate boot camp training coordinates all roles on the analytic team to build an efficient modeling factory in a goal-driven manner. Participants will navigate larger organizational dynamics that directly impact the success, adoption and management of analytic deployments.
Live Online (Half Days).
Sep 11 The Predictive Analytics Operation | Design, The Modeling Agency, LLC. The analytic professionals who apply the strategic framework in this course will obtain the rare analytic leadership skills to stand out in the crowded analytics field and overcome their organizations ongoing analytic challenges.
Live Online (Half Days).
Sep 11-14 Customer Analytics, By Wharton Executive Education
Philadelphia, PA, USA.
Sep 15
(4 weeks)
Natural Language Processing using NLTK, taught by Nitin Indurkhya (author of Emerging Trends in Predictive Text Mining) - use Python and NLTK to perform natural language processing on medium size text corpora.
online at Statistics.com
Sep 16 Predictive Data Science in R, By SFBayACM
Santa Clara, CA, USA.
Sep 22
(4 weeks)
Bayesian Statistics in R, taught by Peter Congdon (Research Professor in Quantitative Geography and Health Statistics at Queen Mary University of London, the author of Bayesian Statistical Modeling and Applied Bayesian Modeling) - learn how to specify and run Bayesian modeling procedures using regression models for continuous, count and categorical data
online at Statistics.com
Sep 25-28 Resource-aware Machine Learning - 4th International Summer School 2017, By TU Dortmund
Dortmund, Germany.
Sep 25-28 The Predictive Analytics Operation | Development, The Modeling Agency, LLC. This vendor-neutral course focuses on applying statistical and machine learning methods with naturally messy data and complex environments to arrive at valid prescriptive insights that align with organizational priorities.
Live Online (Half Days).
Sep 26 - Nov 16 Data Science Foundations, By The Data Incubator
online.

October 2017

WhenEvent
Oct 6 - Dec 2 Data Preparation and Wrangling, Data Science Certificate Module 1, By TH Brandenburg
Brandenburg, Germany.
Oct 14 ACM Data Science Camp, By SFBayACM
Santa Clara, CA, USA.
Oct 16-20 Predictive Analytics Methods Training. An Intensive Practical Training Course., By Jube.io,You can learn Predictive Analytics for business - even if you are an absolute beginner - in just a week.
Austin, TX, USA.
Oct 18 Making Data Science Pay, by The Modeling Agency, LLC. Those still struggling to find a valid business rationalization of Data Science and the confidence to make clear decisions about its use will find the answers here. This event will distinguish what's real and what's not, and what makes Data Science worth the investment.
Washington, DC.
Oct 20
(4 weeks)
Anomaly Detection, taught by Nitin Indurkhya (author of Emerging Trends in Predictive Text Mining) - learn how to examine data with the goal of detecting anomalies or abnormal instances
online at Statistics.com
Oct 19-20 Advancing the Analytics-Driven Organization, by The Modeling Agency, LLC. Most projects fail due to a lack of understanding about how to make analytics function as a thriving operation. This unique course enables participants to confidentially set a clear vision, establish a supportive culture and prepare for a data-driven transformation across all team roles.
Washington, DC.
Oct 23-27 The Predictive Analytics Operation | Comprehensive, by The Modeling Agency, LLC. This corporate boot camp training coordinates all roles on the analytic team to build an efficient modeling factory in a goal-driven manner. Participants will navigate larger organizational dynamics that directly impact the success, adoption and management of analytic deployments.
Washington, DC.
Oct 23 The Predictive Analytics Operation | Design, by The Modeling Agency, LLC. The analytic professionals who apply the strategic framework in this course will obtain the rare analytic leadership skills to stand out in the crowded analytics field and overcome their organizations ongoing analytic challenges.
Washington, DC.
Oct 25-26 The Predictive Analytics Operation | Development, by The Modeling Agency, LLC. This vendor-neutral course focuses on applying statistical and machine learning methods with naturally messy data and complex environments to arrive at valid prescriptive insights that align with organizational priorities.
Washington, DC.
Oct 27
(4 weeks)
Big Data Computing with Hadoop, taught by Marck Vaismann (lead data scientist at Booz Allen) - analytics professionals will be introduced to Hadoop and Spark, and provided with an exemplar workflow for using Hadoop. They also will be introduced to writing Spark and MapReduce jobs, and leveraging Hadoop Streaming to conclude work in an analytics programming language such as Python.
online at Statistics.com
PAW NYC Courses and Workshops:
Oct 29 Big Data: Proven Methods You Need to Extract Big Value, This one day workshop at Predictive Analytics World New York reviews major big data success stories that have transformed businesses and created new markets. Instructor: Vladimir Barash, Senior Research, Graphika
Oct 29 R For Predictive Modeling: A Hands-On Introduction, This is a full day session at Predictive Analytics World New York. Gain experience driving R for predictive modeling across real examples and data sets. Survey the pertinent modeling packages. Instructor: Max Kuhn, Software Engineer, RStudio
Nov 01 Advanced Methods Hands-On: Predictive Modeling Techniques, This is a one-day workshop at Predictive Analytics World New York. Dive in hands-on employing the key predictive analytics algorithms, and gain experience with leading software. Instructor: Dean Abbott, President, Abbott Analytics
Nov 01 Modeling Methods: The Best and the Worst of Predictive Analytics, This is a one-day session at Predictive Analytics World New York. The key inner workings of leading algorithms, case studies demonstrating their performance and comparison of merits. Instructor: Dr. John Elder, CEO and Founder, Elder Research, Inc.
Nov 01 Hadoop for Predictive Analytics: Hands-On Lab, Full-day workshop at Predictive Analytics World New York. Gain the power to extract signals from big data on your own, without relying on data engineers and Hadoop specialists. Instructor: James Casaletto, Senior Solutions Architect, MapR Technologies
Nov 02 Supercharging Prediction with Ensemble Models, This one-day workshop at Predictive Analytics World New York dives into the key ensemble approaches including Bagging, Random Forests, and Stochastic Gradient Boosting. Instructor: Dean Abbott, President, Abbott Analytics, Inc.
On-demand Predictive Analytics Applied - An Online Introduction, New to predictive analytics? Take this online course before Predictive Analytics World New York instructed by the chair of PAW to ramp up before the conference. On-demand access at any time. Instructor: Eric Siegel, PhD, Conference Chair, Predictive Analytics World

November 2017

WhenEvent
Nov 10
(4 weeks)
Deep Learning, taught by Dr. Alan Blair and Dr. Nitin Indurkhya - understand the basic concepts underlying the representations and methods in deep learning and see some applications where deep learning is most effective.
online at Statistics.com
Nov 1-2 Advancing the Analytics-Driven Organization, by The Modeling Agency, LLC. Most projects fail due to a lack of understanding about how to make analytics function as a thriving operation. This unique course enables participants to confidentially set a clear vision, establish a supportive culture and prepare for a data-driven transformation across all team roles.
Live Online (Half Days).
Starts Nov 6 The Predictive Analytics Operation | Comprehensive, by The Modeling Agency, LLC. This corporate boot camp training coordinates all roles on the analytic team to build an efficient modeling factory in a goal-driven manner. Participants will navigate larger organizational dynamics that directly impact the success, adoption and management of analytic deployments.
Live Online (Half Days).
Nov 6-7 The Predictive Analytics Operation | Design, by The Modeling Agency, LLC, The analytic professionals who apply the strategic framework in this course will obtain the rare analytic leadership skills to stand out in the crowded analytics field and overcome their organizations ongoing analytic challenges.
Live Online (Half Days).
Nov 14-15 Advancing the Analytics-Driven Organization, by The Modeling Agency, LLC, Most projects fail due to a lack of understanding about how to make analytics function as a thriving operation. This unique course enables participants to confidentially set a clear vision, establish a supportive culture and prepare for a data-driven transformation across all team roles.
Dubai, UAE.
Nov 19-23 The Predictive Analytics Operation | Comprehensive, by The Modeling Agency, LLC, This corporate boot camp training coordinates all roles on the analytic team to build an efficient modeling factory in a goal-driven manner. Participants will navigate larger organizational dynamics that directly impact the success, adoption and management of analytic deployments.
Dubai, UAE.
Nov 19 The Predictive Analytics Operation | Design, by The Modeling Agency, LLC, The analytic professionals who apply the strategic framework in this course will obtain the rare analytic leadership skills to stand out in the crowded analytics field and overcome their organizations ongoing analytic challenges.
Dubai, UAE.
Nov 21-22 The Predictive Analytics Operation | Development, by The Modeling Agency, LLC, This vendor-neutral course focuses on applying statistical and machine learning methods with naturally messy data and complex environments to arrive at valid prescriptive insights that align with organizational priorities.
Dubai, UAE.

December 2017

WhenEvent
Dec 4-7 The Predictive Analytics Operation | Development, by The Modeling Agency, LLC, This vendor-neutral course focuses on applying statistical and machine learning methods with naturally messy data and complex environments to arrive at valid prescriptive insights that align with organizational priorities.
Live Online (Half Days).

 
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