All Videos Tagged Deep (Data Science Central) - Data Science Central 2020-08-11T21:44:15Z https://www.datasciencecentral.com/video/video/listTagged?tag=Deep&rss=yes&xn_auth=no DSC Webinar Series: Graph Algorithms Combined with ML are Saving the World tag:www.datasciencecentral.com,2020-04-30:6448529:Video:948778 2020-04-30T22:44:41.875Z Tim Matteson https://www.datasciencecentral.com/profile/2edcolrgc4o4b <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-graph-algorithms-combined-with-ml-are-saving"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/4600406261?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Graph algorithms such as PageRank, community detection and similarity matching have moved from the classroom to the data scientist's and business analyst's toolkit. Organizations are gaining actionable insights by connecting and analyzing their data. <br></br> <br></br> Machine learning is an essential approach for getting the most insight out of… <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-graph-algorithms-combined-with-ml-are-saving"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/4600406261?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Graph algorithms such as PageRank, community detection and similarity matching have moved from the classroom to the data scientist's and business analyst's toolkit. Organizations are gaining actionable insights by connecting and analyzing their data. <br /> <br /> Machine learning is an essential approach for getting the most insight out of your data. Machine learning enables data scientists and business users to scale their analysis and, when used in combination with graph algorithms, provides unprecedented insights that can have significant real-world impact.<br /> <br /> In this latest Data Science Central webinar, we will:<br /> <br /> Describe the five categories of graph algorithms: Shortest Path, Centrality, Community Detection, Similarity, and Classification;<br /> Explain how graphs provide an intuitive data model to improve the accuracy of supervised machine learning with new training data &amp; power explainable AI;<br /> Examine how in-database machine learning such as deep learning, community detection, and low rank approximation is possible with scalable native graph databases;<br /> Demonstrate how modern graph analytics tools can provide no-code data import, querying, feature extraction, and ML training.<br /> <br /> We will cover use cases and case studies for graph analytics and machine learning that include real-time fraud detection at four of the top five global banks, personalized offers for 300 million consumers and care path recommendations to improve the well being of 50 million patients. We will also share open source community initiatives that are leveraging graph analytics to analyze COVID-19 data.<br /> <br /> Speakers:<br /> Dr. Victor Lee, Head of Product Strategy and Developer Relations - TigerGraph<br /> Emma Liu, Senior Product Manager - TigerGraph<br /> <br /> Hosted by: <br /> Stephanie Glen, Editorial Director - Data Science Central DSC Webinar Series: AI in Action: Real-time Anomaly Detection tag:www.datasciencecentral.com,2019-06-20:6448529:Video:841840 2019-06-20T22:26:26.467Z Tim Matteson https://www.datasciencecentral.com/profile/2edcolrgc4o4b <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-ai-in-action-real-time-anomaly-detection"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3044016729?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Artificial intelligence is no longer in the future. It’s right here, right now—and it’s changing our lives. In this latest Data Science Central webinar, we’ll focus on the growing influence of anomaly detection on the Internet of Things (IoT), fintech, and healthcare.<br></br> <br></br> You will learn how to:<br></br> <br></br> Detect anomalies in IoT… <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-ai-in-action-real-time-anomaly-detection"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3044016729?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Artificial intelligence is no longer in the future. It’s right here, right now—and it’s changing our lives. In this latest Data Science Central webinar, we’ll focus on the growing influence of anomaly detection on the Internet of Things (IoT), fintech, and healthcare.<br /> <br /> You will learn how to:<br /> <br /> Detect anomalies in IoT applications using TIBCO® Data Science with deep learning libraries (e.g. H2O, Python, TensorFlow, Amazon SageMaker)<br /> Use TIBCO® Data Science models on the AWS Marketplace<br /> Deploy models into operations for real-time monitoring and surveillance<br /> Optimize your business and experience explosive growth with real-time anomaly detection.<br /> <br /> Speakers:<br /> Michael O'Connell, Chief Analytics Officer - TIBCO Software, Inc.<br /> Steven Hillion, Senior Director, Data Science - TIBCO Software, Inc.<br /> <br /> Hosted by:<br /> Rafael Knuth, Contributing Editor - Data Science Central DSC Webinar Series: Applying Convolutional Neural Networks with TensorFlow tag:www.datasciencecentral.com,2019-02-18:6448529:Video:803388 2019-02-18T22:57:13.644Z Tim Matteson https://www.datasciencecentral.com/profile/2edcolrgc4o4b <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-applying-convolutional-neural-networks-with"><br /> <img alt="Thumbnail" height="0" src="https://storage.ning.com/topology/rest/1.0/file/get/1136854572?profile=original&amp;width=0&amp;height=0" width="0"></img><br /> </a> <br></br>In this latest Data Science Central Deep Learning Fundamentals Series webinar, we will cover the fundamentals behind TensorFlow and how to apply them within a convolutional neural network (CNN) example. The principles we will cover include CNN concepts and their impact to the accuracy and loss of your network.<br></br> <br></br> All these concepts… <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-applying-convolutional-neural-networks-with"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/1136854572?profile=original&amp;width=0&amp;height=0" width="0" height="0" alt="Thumbnail" /><br /> </a><br />In this latest Data Science Central Deep Learning Fundamentals Series webinar, we will cover the fundamentals behind TensorFlow and how to apply them within a convolutional neural network (CNN) example. The principles we will cover include CNN concepts and their impact to the accuracy and loss of your network.<br /> <br /> All these concepts will be brought to life by demonstrating how Databricks simplifies deep learning - letting you quickly access ready-to-use ML environments, as well as prepare data, and train models faster. After this session, if requested, you will receive the presentation and associated notebooks so you can run the samples yourself.<br /> <br /> Speaker:<br /> Denny Lee, Technical Product Manager - Databricks<br /> <br /> Hosted by:<br /> Bill Vorhies, Editorial Director - Data Science Central DSC Webinar Series: Deep Learning - Introduction to Neural Networks tag:www.datasciencecentral.com,2018-11-13:6448529:Video:777728 2018-11-13T22:51:46.197Z Tim Matteson https://www.datasciencecentral.com/profile/2edcolrgc4o4b <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-deep-learning-introduction-to-neural-networks"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/2781532553?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Deep Learning has shown tremendous success, but what makes it so special? What are neural networks, and how do they work? What are the differences between popular Deep Learning frameworks like Keras or TensorFlow, and where should you start?<br></br> <br></br> In this latest Data Science Central webinar, we will show the relationship between… <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-deep-learning-introduction-to-neural-networks"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/2781532553?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Deep Learning has shown tremendous success, but what makes it so special? What are neural networks, and how do they work? What are the differences between popular Deep Learning frameworks like Keras or TensorFlow, and where should you start?<br /> <br /> In this latest Data Science Central webinar, we will show the relationship between neural networks and simpler ML models, and provide an understanding of what gives neural networks their expressive power.<br /> <br /> We will bring these concepts to life and demonstrate how Databricks simplifies deep learning by letting you quickly access ready to use ML environments as well as prepare data, and train models faster.<br /> <br /> After this session, we’ll arm you with the tools you need to run the samples yourself. Attendees will have access to presentations and associated Databricks notebooks.<br /> <br /> Speaker:<br /> Denny Lee, Technical Product Manager - Databricks<br /> <br /> Hosted by:<br /> Bill Vorhies, Editorial Director - Data Science Central DSC Webinar Series: Deep Learning - Training your Neural Network tag:www.datasciencecentral.com,2018-10-09:6448529:Video:766746 2018-10-09T22:17:36.773Z Tim Matteson https://www.datasciencecentral.com/profile/2edcolrgc4o4b <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-deep-learning-training-your-neural-network"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/2781532418?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>In this latest Data Science Central webinar, we will cover the principles for training your neural network including activation and loss functions, batch sizes, data normalization, and validation datasets.<br></br> <br></br> All these concepts will be brought to life by demonstrating how Databricks simplifies deep learning - letting you quickly… <a href="https://www.datasciencecentral.com/video/dsc-webinar-series-deep-learning-training-your-neural-network"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/2781532418?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />In this latest Data Science Central webinar, we will cover the principles for training your neural network including activation and loss functions, batch sizes, data normalization, and validation datasets.<br /> <br /> All these concepts will be brought to life by demonstrating how Databricks simplifies deep learning - letting you quickly access ready-to-use ML environments, as well as prepare data, and train models faster. After this session, if requested, you will receive the presentation and associated notebooks so you can run the samples yourself.<br /> <br /> Speaker:<br /> Denny Lee, Technical Product Manager - Databricks<br /> <br /> Hosted by:<br /> Bill Vorhies, Editorial Director - Data Science Central