Python, Machine Learning Algorithmic Trading Masterclass
Created by John Bura, Mammoth Interactive | Video: h264, 1280x720 | Audio: AAC 48KHz 2ch | Duration: 20:15 H/M | Lec: 128 | 9.21 GB | Language: English | Sub: English [Auto-generated]And more!
Understand stock market fundamentalsHow stocks are createdHow to create accounts and begin tradingLearn to manage stock data with PythonRead algorithms, strategies, and different kinds of graphsBroad concepts are covered so that you will have a solid general understanding of the industry.You'll be able to talk concepts and regressive models with financial tradersYou'll learn the tools and techniques used daily by finance professionals.Get your hands dirty with real world coding examples and learn to code in Python.You'll also learn how to retrieve data from financial web pages.A working computer on which you can work with Python"I know enough python to be dangerous. Most of the ML classes are so abstract and theoretical that no learning happens. This is the first class where we use concrete examples that I can relate to and allow me to learn. Absolutely love this course!" - Mary T.Learn complete Python trading and coding from scratch. Become an expert in data analytics and real-world financial analysis. We are proud to present one of the most interesting and complete courses we've created so far. No experience is required.Through Mammoth Interactive's self-paced online learning, finance theory is not overwhelming like it would be in a regular university.The Ultimate Python, Machine Learning, and Algorithmic Trading Masterclass will guide you through everything you need to know to use Python for finance and algorithmic trading. We'll start off by learning the fundamentals of Python and proceed to learn about machine learning and Quantopian.The lessons are supplemented with handful of helpful source files you can refer back to at any time - forever! PLUS: Offline viewing on the Udemy iOS app. Lifetime access to all content.THE VIDEO LESSONSIn this series of straight-to-the-point videos, you'll learn how to:Understand stock market fundamentals from the ground upStrategically trade in bear and bull marketsCreate accounts and begin tradingGain financial acumen to network in the financial industryCode in Python to solve real-world tasksUse the data analysis toolkit Pandas to work with dataAfter the fundamentals, we'll get into strategies and specifics, including:Working in changing marketsProjects of algorithms and technical analysis to add to your FinTech resumeMachine learning and artificial intelligence for price predictionBuild a test project on Quantopian using money invested into a fundAnd much more!COURSE BREAKDOWNThe Ultimate Python, Machine Learning, and Algorithmic Trading MasterclassLEVEL I: INTRODUCTION TO PYTHONPython IntroductionLearn How to Code in PythonUse Python to Solve Real-World TasksWork with Python's Conditional Statements, Functions, Sequences and LoopsLEVEL II: CODING FOR TRADEWork with Scientific Packages like NumPyUse the Data Analysis Toolkit, PandasGraphing with PythonWorking with Stock DataGetting Stock DataGraphing Stock DataLEVEL III: TECHNICAL ANALYSISIntroduction to Technical AnalysisReading Different Kinds of GraphsAlgorithms and StrategiesSentiment AnalysisChoosing a Strategy to ApplyLEVEL IV: PYTHON MACHINE LEARNINGIntro to Machine Learning (ML)Intro to Tensorflow (TF)Intro to KerasBasic ML ModelsPrice PredictionPrice Change PredictionLEVEL V: QUANTOPIAN TRADINGIntro to QuantopianHow to Make TradesUsing AlgorithmsDifferent Kinds of AnalysisHow to BacktestUse a Practice Account with Fake MoneyInterpret Results and Fund PerformanceREVIEWS OF MAMMOTH INTERACTIVE"Captivating voice, easy to follow at a rapid pace, get some paper and fasten your seat-belts. I'm enjoying every second of this. Literally, I bought this course for specific lectures of the Python + Tensorflow aspects, and after 2 hours I already know way more than after 10 hours of the Zero-to-Deep-Learning." - Philip Murray"This course is a great way to get introduced to coding and bringing the game together from a full SLDC stance. The instructors are responsive, and the Q&A sections are extremely helpful. 100% worth the time invested to learn through this course." - Derek Hass