Python for Data Science
This course introduces the Python language to students who want to use Python as a tool for their data science initiatives. The goal is to become proficient enough with the Python language to leverage powerful Data Science packages such as Pandas and matplotlib. This is a comprehensive introduction to Python programming with a focus on […]
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Python for Data Science
This course introduces the Python language to students who want to use Python as a tool for their data science initiatives. The goal is to become proficient enough with the Python language to leverage powerful Data Science packages such as Pandas and matplotlib. This is a comprehensive introduction to Python programming with a focus on […]
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Introduction to Cloud, AWS and Data Analytics
The purpose of this course is for a student to get a broad familiarity with the relevant concepts of data analytics and data science and how they are applied to a wide range of business problems. It also provides an overview of Enterprise Cloud Computing. It is aimed at a broad audience including technology managers. […]
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Applied Data Analytics and Machine Learning
This course helps students develop a broad familiarity with primary tools and techniques in modern data analytics and machine learning and how they are applied to a wide range of business, scientific and engineering problems. Course duration 3 to 10 Days (see the outline options below)
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Big Data Analytics for Data Engineers
This is an intensive, hands-on introduction to Data Engineering as it relates to Big Data applications. Participants will leverage numerous programming languages to gain hands-on experience with toolsets required in Big Data applications.
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Data Science with Apache Spark
Success of many organizations depends on their ability to derive business insights from massive amount of raw data coming from various sources. Apache Spark offers many engineering improvements over the traditional MapReduce programming model as implemented in Hadoop by providing multi-pass in-memory processing of data which boosts the overall performance of your ETL and machine-learning […]
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Advanced Topics in Artificial Intelligence and Machine Learning
Building from the learning obtained in prior courses in AI/ML, this course will review advanced tools, methods and trends in AI/ML. The course is a mix of lecture, demonstration and hands-on exercises. The course typically features guest lecturers from research, academia and industry. Advanced computational models, open source projects and cloud services will be considered. […]
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Artificial Intelligence for Managers
Artificial Intelligence is everywhere and today’s business managers need to understand and embrace it. AI can help businesses reengineer their processes for higher revenue, higher customer satisfaction and lower cost. This course teaches the fundamentals of artificial intelligence and how machine learning is a crucial component of the AI infrastructure. Participants will learn how machine […]
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Big Data and Data Analytics for Managers and Business Users
The purpose of this course is for a student to get a broad familiarity with the relevant concepts of data analytics and data science and how they are applied to a wide range of business, scientific and engineering problems. The course will also explore the unique challenges of doing data analytics at very large scales, […]
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