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All Sundog Education Online Courses

MACHINE LEARNING, DATA SCIENCE AND DEEP LEARNING WITH PYTHON

Start your machine learning journey here, and become a data scientist in the tech industry! Learn how to use Python for a wide variety of data science, machine learning, artificial intelligence, and data mining applications, with hands-on code and real-world examples. My most popular course!

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BUILDING RECOMMENDER SYSTEMS WITH MACHINE LEARNING AND AI

Apply machine learning and deep learning to making product and content recommendations, like the ones you see on Amazon, Netflix, and YouTube. Learn direct from an industry veteran who led teams building recommender systems at Amazon for years.

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AUTONOMOUS CARS: DEEP LEARNING AND COMPUTER VISION IN PYTHON

Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars.

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THE ULTIMATE HANDS-ON HADOOP: TAME YOUR BIG DATA!

Start your “Big Data” journey here, with this broad overview of the many technologies involved. Learn the larger Hadoop ecosystem and the distributed computing technologies it works with. 15 hours of video content covers over 25 different systems, with hands-on practice and exercises. My biggest course yet!

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TAMING BIG DATA WITH APACHE SPARK AND PYTHON – HANDS ON!

Prefer to learn Spark using the more-familiar Python programming language? Get hands-on with the concepts of Apache Spark, and you’ll be computing similar movies using a million movie ratings on a real Hadoop cluster by the end of the course – all just using Python.

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APACHE SPARK WITH SCALA – HANDS ON WITH BIG DATA!

Learn the hottest technology in wrangling big data on a cluster: Apache Spark! Spark works best with the Scala programming language, so this course will get you up to speed on Scala before diving into everything Spark can do – with lots of hands-on examples and exercises.

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TAMING BIG DATA WITH SPARK STREAMING AND SCALA – HANDS ON!

Learn how to process massive amounts of streaming data in real time on a cluster, using Spark Streaming! Includes a crash course in Scala, and lots of hands-on examples of connecting to various data sources such as Kafka, Flume, TCP ports, Cassandra, and more. A great way to continue your Spark learning journey with a deep dive into its streaming component.

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AWS CERTIFIED BIG DATA SPECIALTY EXAM: IN DEPTH & HANDS ON!

Want to get certified in AWS Big Data? Enroll in the most comprehensive, hands-on course we’ve seen for the AWS Certified Big Data Specialty exam, including a practice exam! Frank Kane and Stephane Maarek have combined their expertise in AWS and Big Data to help you take the exam with confidence.

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LEARN ELASTICSEARCH 7 AND THE ELASTIC STACK

Elasticsearch isn’t just for search! It’s a big data solution that can outperform the best of them. This comprehensive online course covers using Elasticsearch, Logstash, Beats, Kibana, and X-Pack with lots of hands-on examples and exercises, including importing data into Elasticsearch in many different ways. Enroll now to learn these very hot and very valuable skills. Completely updated and re-recorded for Elasticsearch 7.

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AWS CERTIFIED BIG DATA SPECIALTY EXAM: IN DEPTH & HANDS ON!

Want to get certified in AWS Big Data? Enroll in the most comprehensive, hands-on course we’ve seen for the AWS Certified Big Data Specialty exam, including a practice exam! Frank Kane and Stephane Maarek have combined their expertise in AWS and Big Data to help you take the exam with confidence.

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BUILD A SERVERLESS APP WITH AWS LAMBDA – HANDS ON!

Dive into the world of Amazon Web Services with our hands-on, project based course. Build a working chat web application from start to finish, using only AWS services! Learn S3, Lambda, Cognito, Cloudfront, API Gateway, IAM, and DynamoDB with a real project.

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LEARN BIG DATA ON AWS / ELASTIC MAPREDUCE AT SAFARI BOOKS ONLINE

Check out my one-hour screencast courses at O’Reilly’s Safari Books Online! Learn the ins and outs of Analyzing Big Data with Hadoop, AWS, and EMR,  Analyzing Big Data with Spark and Amazon EMR, or Introduction to the Amazon Elasticsearch Service available to subscribers of Safari.

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THE ULTIMATE ONLINE COURSE CREATION GUIDE

Thinking of creating an online course of your own, or looking to jump-start your existing ones? Frank Kane shares the tips and tricks that took him from nothing to 200,000 students and over $1.2 million in revenue from Udemy alone. Learn how to choose a topic, marketing, A/V production, and much more. You can change the world – and your life – just by sharing your knowledge.

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Learn Deep Learning and Neural Networks for Free!

Sign up for my low-volume mailing list, and get FREE access to my 3-hour mini-course on Deep Learning in Python with Tensorflow and Keras! Plus you’ll get even better discounts on my larger courses, too.