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 computing tasks compared to Map/Reduce. It can be programmed in Java, Scala, Python, and R - the favorite languages of Data Scientists - along with SQL-based front ends.
Machine Learning Foundation: Working with Spark and TensorFlow is a comprehensive, hands-on machine learning course intended for data scientists and software engineers (with Python experience), new to these technologies and Machine Learning. This course explores popular machine learning algorithms from the ground up. Students will explore Apache Spark essentials, core machine learning concepts, regressions, classifications, clustering and more.
The abundance of data and affordable cloud scale has led to an explosion of interest in Deep Learning. Google has released an excellent library called TensorFlow to open-source, allowing state-of-the-art machine learning done at scale, complete with GPU-based acceleration. Students will explore these skills in an active hands-on manner. The second part of the course introduces students to Deep Learning concepts and how TensorFlow implements them.
This “skills-centric” course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Throughout the program, working in a hands-on learning environment guided by our expert instructor, students will
Need different skills or topics? If your team requires different topics or tools, additional skills or custom approach, this course may be further adjusted to accommodate. We offer additional big data, analytics. AI, machine learning, programming, Python/R and other related topics that may be blended with this course for a track that best suits your needs. Our team will collaborate with you to understand your needs and will target the course to focus on your specific learning objectives and goals.
This is an intermediate level course, geared for Data Scientists, Data Analysts and Developers new to Machine Learning, Spark and TensorFlow.
Pre-Requisites: Students should have attended or have incoming skills equivalent to those in this course:
Please see the Related Courses tab for specific Pre-Requisite courses, Related Courses that offer similar skills or topics, and next-step Learning Path recommendations.
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We will work with you to tune this course and level of coverage to target the skills you need most.
Part 1: Introduction to Machine Learning
Part Two: Introduction to Deep Learning with TensorFlow
Student Materials: Each participant will receive a Student Guide with course notes, code samples, software tutorials, step-by-step written lab instructions, diagrams and related reference materials and resource links. Students will also receive the project files (or code, if applicable) and solutions required for the hands-on work.
Hands-On Setup Made Simple! Our dedicated tech team will work with you to ensure our ‘easy-access’ cloud-based course environment is accessible, fully-tested and verified as ready to go well in advance of the course start date, ensuring a smooth start to class and effective learning experience for all participants. Please inquire for details and options.
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Please see the current upcoming available open enrollment course dates posted below. Please feel free to Register Online below, or call 844-475-4559 toll free to connect with our Registrar for assistance. If you need additional date options, please contact us for scheduling.
Course Title | Days | Date | Time | Price | |
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Introduction to Machine Learning and Deep Learning with Spark and TensorFlow | 5 Days | Aug 1 to Aug 5 | 10:00 AM to 06:00 PM EST | $2,595.00 | Enroll |
Introduction to Machine Learning and Deep Learning with Spark and TensorFlow | 5 Days | Oct 3 to Oct 7 | 10:00 AM to 06:00 PM EST | $2,595.00 | Enroll |
Introduction to Machine Learning and Deep Learning with Spark and TensorFlow | 5 Days | Dec 5 to Dec 9 | 10:00 AM to 06:00 PM EST | $2,595.00 | Enroll |
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