Artificial Intelligence for Trading

Quantitative TradingLearn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Use Python to work with historical stock data, develop trading strategies, and construct a multi-factor model with optimization.Basic Quantitative TradingLearn about market mechanics and how to generate signals with stock data. Work on developing a momentum-trading strategy in your first project.TRADING WITH MOMENTUMAdvanced Quantitative TradingLearn the quant workflow for signal generation, and apply advanced quantitative methods commonly used in trading.BREAKOUT STRATEGYStocks, Indices, and ETFsLearn about portfolio optimization, and financial securities formed by stocks, including market indices, vanilla ETFs, and Smart Beta ETFs.SMART BETA AND PORTFOLIO OPTIMIZATIONFactor Investing and Alpha ResearchLearn about alpha and risk factors, and construct a portfolio with advanced optimization techniques.ALPHA RESEARCH AND FACTOR MODELINGSentiment Analysis with Natural Language ProcessingLearn the fundamentals of text processing, and analyze corporate filings to generate sentiment-based trading signals.SENTIMENT ANALYSIS USING NLPAdvanced Natural Language Processing with Deep LearningLearn to apply deep learning in quantitative analysis and use recurrent neural networks and long short-term memory to generate trading signals.DEEP NEURAL NETWORK WITH NEWS DATACombining Multiple SignalsLearn advanced techniques to select and combine the factors you’ve generated from both traditional and alternative data.COMBINE SIGNALS FOR ENHANCED ALPHASimulating Trades with Historical DataLearn to refine trading signals by running rigorous back tests. Track your P&L while your algorithm buys and sells.All Our Programs IncludeReal-world projects from industry expertsWith real world projects and immersive content built in partnership with top tier companies, you’ll master the tech skills companies want.Technical mentor supportOur knowledgeable mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track.Personal career coach and career servicesYou’ll have access to career coaching sessions, interview prep advice, and resume and online professional profile reviews to help you grow in your career.Flexible learning programGet a custom learning plan tailored to fit your busy life. Learn at your own pace and reach your personal goals on the schedule that works best for you.Program OfferingsEnrollment Includes:CLASS CONTENTContent co-created with WorldQuantReal-world projectsProject reviewsProject feedback from experienced reviewersSTUDENT SERVICESTechnical mentor supportNEWStudent communityIMPROVEDCAREER SERVICESPersonal career coachingNEWInterview preparationsResume servicesGithub reviewLinkedIn profile reviewProgram DetailsPROGRAM OVERVIEW – WHY SHOULD I TAKE THIS PROGRAM?Why should I enroll?Demand for quantitative talent is growing at incredible rates. Data-driven traders are now responsible for more than 30% of all US stock trades by investors (or about $1 trillion USD worth of investments, up from 14% in 2013). This scenario represents incredible opportunity for individuals eager to apply cutting-edge technologies to trading and finance.Get Artificial Intelligence for Trading – Anonymous , Only Price $192Whether you want to pursue a new job in finance, launch yourself on the path to a quant trading career, or master the latest AI applications in trading and quantitative finance, this program will give you the opportunity to build an impressive portfolio of real-world projects. You will build financial models on real data, and work on your own trading strategies using natural language processing, recurrent neural networks, and random forests. You’ll also enjoy direct access to leading experts in the field, and get personalized project and career support.To create the curriculum for this program, we collaborated with WorldQuant, a global quantitative asset management firm, as well as top industry professionals with prior experience at JPMorgan, Morgan Stanley, Millennium Management, and more. If your goal is to learn from the leaders in the field, and to master the most valuable and in-demand skills, this program is an ideal choice for you.What jobs will this program prepare me for?Graduates of this program will have the quantitative skills needed to be extremely valuable across many functions, and in many roles at hedge funds, investment banks, and FinTech startups.Specific roles include:Quantitative analystQuantitative researcherInvestment analystData intelligence analystRisk analystDesk quantDesk strategistFinancial engineerFinancial data scientistHow do I know if this program is right for me?If you’re a programmer, data analyst or someone with a strong quantitative background, this program offers you the ideal path to pursue a quant trading career and prepares you to seek out data science jobs across the financial ecosystem.ENROLLMENT AND ADMISSIONDo I need to apply? What are the admission criteria?No. This Nanodegree program accepts all applicants regardless of experience and specific background.What are the prerequisites for enrollment?The Artificial Intelligence for Trading Nanodegree program is designed for students with intermediate experience programming with Python and familiarity with statistics, linear algebra and calculus. In order to successfully complete this program, you should meet the following prerequisites:Python programmingStatisticsCalculus and linear algebraBasic data structuresBasic NumpyMean, median, modeVariance, standard deviationRandom variables, independenceDistributions, normal distributionT-test, p-value, statistical significanceIntegrals and derivativesLinear combination, independenceMatrix operationsEigenvectors, eigenvaluesIf I do not meet the requirements to enroll, what should I do?We have a number of short free courses that can help you prepare, including:Intro to Data AnalysisIntro to StatisticsLinear AlgebraTUITION AND TERM OF PROGRAMHow is this Nanodegree program structured?The Artificial Intelligence for Trading Nanodegree program is comprised of content and curriculum to support eight (8) projects. We estimate that students can complete the program in six (6) months working 10 hours per week.Each project will be reviewed by the Udacity reviewer network. Feedback will be provided and if you do not pass the project, you will be asked to resubmit the project until it passes.How long is this Nanodegree program?Access to this Nanodegree program runs for the length of time specified in the payment card above. If you do not graduate within that time period, you will continue learning with month to month payments. See the Terms of Use and FAQs for other policies regarding the terms of access to our Nanodegree programs.Can I switch my start date? Can I get a refund?Please see the Udacity Program Terms of Use and FAQs for policies on enrollment in our programs.SOFTWARE AND HARDWARE – WHAT DO I NEED FOR THIS PROGRAM?What software and versions will I need in this program?To successfully complete this Nanodegree program, you’ll need to be able to download and run Python 3.7.Get Artificial Intelligence for Trading – Anonymous , Only Price $192Tag: Artificial Intelligence for Trading  Review. Artificial Intelligence for Trading  download. 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