Big Data Training

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Introduction to MongoDB for DBAs

MongoDB is fast becoming the database of choice for big data applications, being one of the most popular and widely implemented NoSQL databases. Its scalability, robustness, and flexibility have made it extremely popular among bu...

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Introduction to MongoDB for Developers

Geared for experienced developers, Introduction to MongoDB for Developers is a hands-on course that provides students with comprehensive coverage of and hands-on experience with the MongoDB query language and aggregation framewor...

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Introduction to Cassandra

Introduction to Cassandra is a hands-on course designed to teach attendees the basics of how to create good data models with Cassandra. This technical course has a focus on the practical aspects of working with C*, and introduce...

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Introduction to Apache Kafka

Apache Kafka is a real-time data pipeline processor. It high-scalability, fault tolerance, execution speed, and fluid integrations are some of the key hallmarks that make it an integral part of many Enterprise Data architectures....

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Hands-on Predictive Analytics with Python

Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practica...

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Intermediate Python for Data Science

Next Level Python for Data Science and /or Machine Learning covers the essentials of using Python as a tool for data scientists to perform exploratory data analysis, complex visualizations, and large-scale distributed processing ...

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Applied Python for Data Science & Engineering

Geared for scientists and engineers with limited practical programming background or experience, Applied Python for Data Science & Engineering is a hands-on introductory-level course that provides a ramp-up to using Python for sc...

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Python for Networking & Systems Administration

Targeted for network administrators looking to automate administrative tasks across a set of distributed clients Python for Networking / Systems Administrators is an introductory and beyond-level practical, hands-on Python traini...

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Introduction to Python Programming for Security Analysts & Professionals

Geared for experienced security professionals new to Python, Python Programming for Security Analysts & Professionals is practical, hands-on Python training course that leads the student from the basics of writing and running Pyt...

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Building Recommendation Systems with Python

Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user exper...

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Build Chatbots! Chatbots and Conversational UI Development with Neural Networks

Conversation as an interface is the best way for machines to interact with us using the universally accepted human tool that is language. Chatbots and voice user interfaces are two flavors of conversational UIs. Chatbots are real...

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Algorithms of the Intelligent Web | Building Intelligent Web Applications

Algorithms of the Intelligent Web is a hands-on Applied Machine Learning & AI course that teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications and website log...

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Introduction to R Programming for Data Science & Analytics

R is a functional programming environment for business analysts and data scientists. It's a language that many non-programmers can easily work with, naturally extending a skill set that is common to high-end Excel users. It's the...

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Network Automation with Python & Ansible

No two networks are the same! Learn to automate your network with a Python and Ansible skillset. Course can be taught across all major (and most minor) network vendors. Course demonstrations can be adapted to best-fit the custome...

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Introduction to Full Stack Web Development with Python and Django

Geared for experienced web developers new to Python, Introduction to Full Stack Web Development with Python and Django is a five-day hands-on Python training course that teaches students how to develop Web applications using the ...

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Big Data Fundamentals

This course is a survey of big data – the landscape, the technology behind it, business drivers and strategic possibilities. “Big data” is a hot buzzword, but most organizations are struggling to put it to practical use. Without ...

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Fast Track to Python for Data Science | Introduction to Python for Data Science

Fast Track to Python for Data Science is a three-day, hands-on course that introduces data analysts and business analysts to the Python programming language, as it’s often used in Data Science in web notebooks. This goal of this...

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Python Primer for Data Science

Python for Data Science Primer is a two-day Python training course that introduces data analysts and business analysts (as well as anyone interested in Data Science) to the Python programming language, as it’s often used in Data ...

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Test Automation with Python

The pytest framework is simple to use but powerful enough to cover complex testing integration scenarios. PyTest is considered by many to be the true Pythonic approach to testing in Python.

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Advanced Python Programming

Advanced Python Programming is a practical, hands-on Python training course that thoroughly explores intermediate to advanced level topics and skills, with a focus on enterprise development. Throughout the course, students will l...

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Machine Learning Essentials with Python

Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with P...

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Spark Developer | Introduction to Spark for Big Data, Hadoop & Machine Learning

Apache Spark, a significant component in the Hadoop Ecosystem, is a cluster computing engine used in Big Data. Building on top of the Hadoop YARN and HDFS ecosystem, it offers order-of-magnitude faster processing for many in-memo...

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Machine Learning & Deep Learning Essentials with Spark and TensorFlow

Apache Spark, a significant component in the Hadoop Ecosystem, is a cluster computing engine used in Big Data. Building on top of the Hadoop YARN and HDFS ecosystem, offers order-of-magnitude faster processing for many in-memory ...

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Working with Apache Hive | Apache Hive Essentials

Apache Hive is the de-facto standard for data warehousing Hadoop. This course starts with standard Hive setup and operations, continues into Advanced Hive use, discusses performance and execution engines, and ends with a practica...

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Hadoop Developer Foundation | Explore Hadoop, HDFS, Hive, Yarn, Spark and More

Apache Hadoop is the classical framework for processing Big Data, and Spark is a new in-memory processing engine. Hadoop Developer Foundation | Working with Hadoop, HDFS, Hive, Yarn, Spark and More is a lab-intensive hands-on ...

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Introduction to Hadoop Administration

Apache Hadoop is an open source framework for creating reliable and distributable compute clusters. Hadoop provides an excellent platform (with other related frameworks) to process large unstructured or semi-structured data sets ...

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Mastering Python Programming (with Next-Level Topic)

Mastering Python Programming is an introductory and beyond-level practical, hands-on Python training course that leads the student from the basics of writing and running Python scripts to more advanced features such as file opera...

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Introduction to Python Programming | Python Programming Basics

Introduction to Python | Python Programming Basics is a hands-on Python programming course that teaches students the essentials of Python scripting to a foundation level. This course leads the student from the basics of writing a...

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Machine Learning Essentials with Scala

Machine Learning Essentials with Scala is an essentials-level, three-day hands-on course that teaches students core skills and concepts in modern ML practices. This course is geared for attendees new to machine learning who need...

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Machine Learning Essentials with R

Machine Learning Essentials with R is an essentials-level, three-day hands-on course that teaches students core skills and concepts in modern ML practices. This course is geared for attendees new to machine learning who need int...

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Database Access in R | dplyR, NoSQL, MongoDB, Cassandra & More

Mining data in R requires access to multiple data stores. In this course, we'll cover dataframe manipulation, accessing common file formats, traditional Relational Databases, and NOSQL stores like MongoDB and Cassandra. After co...

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Introduction to Enterprise Scala in Spark

Enterprise Data Science is a very wide-ranging field built on many core technologies and paradigms that combine to provide a robust solution. Some of these key technologies and/or practices include ETL, Data Engineering, Machine...

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R Essentials Primer for Data Science

R Essentials Primer for Data Science is a quick-start style, light hands-on course that takes students currently working with Excel (or SAS or another data tool) for numerical analysis and helps them to get started using more pow...

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Working with Apache Hive

Hive is the de-facto standard for data warehousing Hadoop. This course starts with a Hive setup and operations and continues into advanced Hive uses. It also discusses performance and execution engines while ending with a practic...

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Hadoop Developer Foundations

Apache Hadoop is a framework for processing Big Data, and Spark is a new in-memory processing engine. This course will introduce you to the Hadoop ecosystem and Spark. This course explores processing large data streams in the ...

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Working with TensorFlow

The abundance of data and affordable cloud scale has led to an explosion of interest in Deep Learning. Google has released an excellent open-source library called TensorFlow. This library allows for state-of-the-art machine learn...

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Python for Network Automation

Learn how to automate your network using Python. This class will help you maximize your networking skill set by learning to script solutions for tedious, complicated, and overwhelming networking tasks.

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Network Automation with Python and Playbooks

No two networks are the same! Regardless, your network can be automated with a powerful combination of Python and Ansible across all major (and most minor) network vendors. Lessons and labs focus on using both Python and Ansible ...

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API and API Design with Python

Application Programming Interfaces (APIs) have become increasingly important as they provide developers with connectivity to everything from rich datasets in an array of formats (such as JSON) to exposing the configurability of s...

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Apache Spark for Data Scientists

Apache Spark is a powerful, open-source processing engine for data in the Hadoop cluster, optimized for speed, ease of use, and sophisticated analytics. The Spark framework supports streaming data processing and complex iterative...

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JumpStart to Developing in Apache Spark

Apache Spark is an important component in the Hadoop Ecosystem as a cluster computing engine used for Big Data. Building on top of the Hadoop YARN and HDFS ecosystem, Spark offers faster in-memory processing for computing tasks w...

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Spark | R Programming for Data Scientists and Analysts

Spark is a highly optimized Data Science environment running on Hadoop YARN, with support for Machine Learning through MLib and Mahout, SQL, DataFrames, and Streaming. In this course, you’ll dive into the details of practical dat...

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Apache Spark Big Data Boot Camp

The speed, expanded versatility, and new access to powerful APIs and libraries make Apache Spark the undisputed new toolset for powering big data solutions with distributed cluster computing. Also, for the first time ever Spark g...

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Python Programming Essentials

Python Programming Essentials is an introductory and beyond-level practical, hands-on Python training course that leads the student from the basics of writing and running Python scripts to more advanced features such as file oper...

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Introduction to R | JumpStart to R Programming

R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has also found followers among ...

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Big Data Analytics with Hadoop

Apache Hadoop is the most popular platform for big data processing. Hadoop combined with a host of other big data tools to build powerful analytics solutions. Big Data Analytics with Hadoop 3 provides participants with insight in...

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Comprehensive Flink

Flink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams. Flink builds batch processing on top of the streaming engine, overlay...

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Practical Network Programming in Python (PNPP)

This 5-day course balances lecture and lab exercises to ensure students can apply key Python programming knowledge and skills required to address network automation challenges in a multi-vendor infrastructure.

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NSO Advanced for Python Programmers (NSO300) 4.0

The Cisco Network Services Orchestrator (NSO) Advance Python Programmers (NSO300) v4.0 course continues the learning journey of the NSO Essentials for Programmers and Network Architects (NSO201) v4.0 course with NSO to include cu...

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Introducing Python and Web Services Protocols for Cloud Engineers (IPWSP-CE)

Introducing Python and Web Services Protocols for Cloud Engineers 1.0 is a 4-day hands-on course that focuses on the interoperability of Python programming with Amazon Web Services (AWS) to prepare Next Generation Cloud Engineers...

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Introducing Python and Web Services Programmability for Network Engineers (IPWSP-NE)

Introducing Python and Web Services Protocols for Network Engineers 3.0 is a 4-day hands-on course that focuses on the interoperability of Python programming with Networking to prepare the Next Generation Engineers for Software D...

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Apache Spark Programming (DB 105)

This 3-day course is equally applicable to data engineers, data scientist, analysts, architects, software engineers, and technical managers interested in a thorough, hands-on overview of Apache Spark.

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Apache Spark for Machine Learning and Data Science (DB 301)

This 3-day course is primarily for data scientists but is directly applicable to analysts, architects, software engineers, and technical managers interested in a thorough, hands-on overview of Apache Spark and its applications to...

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Python Programming Basics with REST (For New Developers)

Python Programming Basics with REST is a basic-level hands-on Python training course that leads the student from the basics of “thinking” as a Software Developer into writing and running Python scripts to more advanced features s...

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Python Programming Primer / Quick Start to Python

Python Programming Primer / Quick Start to Python is a basic level course that provides experienced developers new to Python with basic skills needed to start using Python on the job to perform simple scripts and basic task autom...

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Practical Introduction to Python Development

Python is a very popular open-source, high-level programming language used for a broad assortment of programming tasks. This course is designed to introduce best practices in Python development, and to build a strong foundation f...

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MongoDB Development Boot Camp

MongoDB is a NoSQL database system that solves some very common problems in modern computing. With it, you’ll have high availability and scalability. Plus, it’s available on all of the major cloud platforms and can be run on your...

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R Essentials for Data Science & Analytics

R Essentials for Data Science takes students currently working with Excel (or SAS or another data tool) for numerical analysis and want to get started using more powerful Open Source environments including the R programming langu...

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Python Programming for Security Professionals

Geared for experienced security professionals, this class is an introductory, practical, hands-on Python training course that leads the student from the basics of writing and running Python scripts to more advanced features such ...

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Python Programming for Network Administrators

Targeted for network administrators looking to automate administrative tasks across a set of distributed clients Python for Network Administrators is an introductory and beyond-level practical, hands-on Python training course tha...

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HDP Developer: Apache Spark 2.3

This course introduces the Apache Spark distributed computing engine, and is suitable for developers, data analysts, architects, technical managers, and anyone who needs to use Spark in a hands-on manner. It is based on the Spark...

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