IT, Computing, Telecommunications courses City of London

...NLP Differentiating between the various types of DL models Using pre-trained vs trained models Using word embeddings and sentiment analysis to extract...

...Importing Data Preparing Data Modeling Validation Using Macros Using Global Search Buidling More Sophisticated Predictive Models Evaluating Model Quality...

...Introduction to Marvin Downloading and installing Marvin Setting up an Eclipse development environment The three layers of the Marvin architecture Framework...

...of Pixels and Coordinates Accessing Pixels Changing Pixels in Images Drawing Lines and Shapes Applying Text on Images Resizing Images Cropping Images Exploring...

...vs user-driven analytics data validity Volume, velocity and variety of data Models Building models Statistical Models Machine learning Data Classification Clustering kGroups...

...function The outer product of two arrays Generalized transpose of an array Matrix facilities Matrix multiplication Linear equations and inversion Eigenvalues...

...data from disparate sources What are data-driven predictive models? Overview of statistical and machine learning techniques Case study: predictive maintenance...

...that should be avoided How we are being deceived by colour, scale and size Visual analytics case studies...

...Model Splitting into Train and Test Sets Applying Linear Regression and Non-Linear Regression Applying NLP Techniques Parsing Text Data Using Regular Expressions...

...APIs Sentence Detection and Tokenization Part-of-Speach (POS) Tagging Phrase Chunking Parsing Name Finding English Coreference Training the Tools Creating...

...(a Python Command-Line Executable for Text Summarization) Using sumy as a Command-Line Text Summarization Utility (Hands-On Exercise) Evaluating three...

...Language into Structured Data for Your ChatBot Overview of SpaCy, Scikit-learn, and Rasa NLU Installing and Configuring SpaCy, Scikit-learn... Learn about: Database training...

...t-eoInt.cpp t-eoIQRStat.cpp t-eoLogger.cpp t-eoOrderXover.cpp t-eoRandom.cpp t-eoReal.cpp t-eoRingTopology.cpp t-eoRNG.cpp t-eoRoulette.cpp t-eoSecondsElapsedContinue...

...toolkit Building an application with Sphinx4 Building the dictionary Building the language model Adapting existing acoustic model Building an acoustic...

...a Machine Learning Model Developing Azure Data Factory Pipeline and Moving Data Using Azure Machine Machine Learning and Data Factory to Operationalize...

...analysts Format of the course Part lecture, part discussion, exercises and case study group activities Introduction to Insurtech Impact on the industry... Learn about: Team Training...

...Current and Emerging Challenges Why Businesses are Struggling with Big Data ? State of Big Data Projects Understanding the layers of big data architecture... Learn about: Data Management...

...Systems The Data Processing Engines Behind Data Analysis Using Rules Engines and Expert Systems to Make Decisions Advanced Approaches to Machine Learning... Learn about: Network Training...

...( Natural Language Processing ) Extracting SLA ( service level agreements ) from millions of Contracts Some of the known open source and licensed... Learn about: Communication Training, Quality Training...

...exercises and heavy hands-on practice Note To request a customized training for this course, please contact us to arrange. Introduction Understanding Data Integration... Learn about: Database training...