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Python_for_Financial_Analysis_and_Algorithmic_Trading
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01 Course Introduction
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attached_files
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004 Course FAQ
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Python-for-Finance-Repo.zip - 0 B
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001 Introduction to Course.mp4 - 0 B
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002 Course Overview Lecture DONT SKIP THIS.mp4 - 0 B
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003 Did you skip the last lecture Please go back and view it.html - 0 B
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004 Course FAQ.html - 0 B
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02 Course Materials and Set-up
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attached_files
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006 Course Installation Guide
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Python-for-Finance-Repo.zip - 0 B
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005 Course Installation Help Notes.html - 0 B
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006 Course Installation Guide.mp4 - 0 B
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03 Python Crash Course
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007 Welcome to the Python Crash Course.mp4 - 0 B
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008 Introduction to Crash Course.mp4 - 0 B
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009 Python Crash Course Part One.mp4 - 0 B
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010 Python Crash Course Part Two.mp4 - 0 B
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011 Python Crash Course Part Three.mp4 - 0 B
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012 Python Crash Course Exercises.mp4 - 0 B
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013 Python Crash Course Exercise Solutions.mp4 - 0 B
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04 NumPy
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014 Welcome to NumPy.mp4 - 0 B
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015 Introduction to NumPy.mp4 - 0 B
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016 NumPy Arrays.mp4 - 0 B
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017 Numpy Operations.mp4 - 0 B
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018 Numpy Indexing.mp4 - 0 B
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019 NumPy Review Exercise.mp4 - 0 B
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020 Numpy Exercise Solutions.mp4 - 0 B
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05 General Pandas Overview
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021 Welcome to Pandas.mp4 - 0 B
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022 Introduction to Pandas.mp4 - 0 B
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023 Series.mp4 - 0 B
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024 DataFrames.mp4 - 0 B
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025 DataFrames Part Two.mp4 - 0 B
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026 DataFrames Part Three.mp4 - 0 B
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027 Missing Data.mp4 - 0 B
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028 Group By with Pandas.mp4 - 0 B
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029 Merging Joining and Concatenating DataFrames.mp4 - 0 B
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030 Pandas Common Operations.mp4 - 0 B
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031 Data Input and Output.mp4 - 0 B
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032 General Pandas Review Exercises.mp4 - 0 B
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033 General Pandas Exercise Solutions.mp4 - 0 B
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06 Visualization with Matplotlib and Pandas
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034 Welcome to Visualization.mp4 - 0 B
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035 Introduction to Visualization in Python.mp4 - 0 B
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036 Matplotlib Basics - Part One.mp4 - 0 B
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037 Matplotlib Basics - Part Two.mp4 - 0 B
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038 Matplotlib Part Three.mp4 - 0 B
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039 Matplotlib Exercise.mp4 - 0 B
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040 Matplotlib Exercise Solutions.mp4 - 0 B
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041 Pandas Visualization Overview.mp4 - 0 B
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042 Pandas Time Series Visualization.mp4 - 0 B
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043 Pandas Visualization Exercise Overview.mp4 - 0 B
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044 Pandas Visualization Exercise Solutions.mp4 - 0 B
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07 Data Sources
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045 Introduction to Data Sources.mp4 - 0 B
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046 Pandas DataReader.mp4 - 0 B
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047 Quandl.mp4 - 0 B
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08 Pandas with Time Series Data
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048 Welcome to Pandas for Time Series.mp4 - 0 B
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049 Introduction to Time Series with Pandas.mp4 - 0 B
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050 Datetime Index.mp4 - 0 B
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051 Time Resampling.mp4 - 0 B
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052 Time Shifts.mp4 - 0 B
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053 Pandas Rolling and Expanding.mp4 - 0 B
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09 Capstone Stock Market Analysis Project
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054 Welcome to the Capstone Project.mp4 - 0 B
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055 Stock Market Analysis Project.mp4 - 0 B
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056 Stock Market Analysis Project Solutions Part One.mp4 - 0 B
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057 Python Stock Market Analysis Solutions - Part Two.mp4 - 0 B
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058 Stock Market Analysis Project Solutions Part Three.mp4 - 0 B
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059 Stock Market Analysis Project Solutions Part Four.mp4 - 0 B
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10 Time Series Analysis
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060 Welcome to Time Series Analysis.mp4 - 0 B
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061 Introduction to Time Series.mp4 - 0 B
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062 Time Series Basics.mp4 - 0 B
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063 Introduction to Statsmodels.mp4 - 0 B
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064 ETS Theory.mp4 - 0 B
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065 EWMA Theory.mp4 - 0 B
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066 EWMA Code Along.mp4 - 0 B
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067 ETS Code Along.mp4 - 0 B
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068 ARIMA Theory.mp4 - 0 B
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069 ACF and PACF.mp4 - 0 B
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070 ARIMA with Statsmodels.mp4 - 0 B
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071 ARIMA Code Part Two.mp4 - 0 B
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072 ARIMA Code Part Three.mp4 - 0 B
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073 ARIMA Code Part Four.mp4 - 0 B
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11 Python Finance Fundamentals
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075 Welcome to Finance Fundamentals.mp4 - 0 B
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076 Introduction to Python Finance Fundamentals.mp4 - 0 B
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077 Sharpe Ratio Slides.mp4 - 0 B
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078 Portfolio Allocation Code Along Part One.mp4 - 0 B
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079 Portfolio Allocation Code Along Part Two.mp4 - 0 B
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080 Portfolio Optimization.mp4 - 0 B
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081 Portfolio Optimization Code Along One.mp4 - 0 B
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082 Portfolio Optimization Code Along Two.mp4 - 0 B
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083 Portfolio Optimization Code Along Three.mp4 - 0 B
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084 Key Financial Topics.mp4 - 0 B
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085 Types of Funds.mp4 - 0 B
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086 Order Books.mp4 - 0 B
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087 Short Selling.mp4 - 0 B
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088 CAPM - Capital Asset Pricing Model.mp4 - 0 B
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089 CAPM Code Along.mp4 - 0 B
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090 Stock Splits and Dividends.mp4 - 0 B
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091 EMH.mp4 - 0 B
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12 Basics of Algorithmic Trading with Quantopian
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092 Welcome to the Quantopian Section.mp4 - 0 B
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093 Introduction to Quantopian.mp4 - 0 B
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094 Quantopian Research Basics.mp4 - 0 B
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095 Quantopian Algorithms Basics Part One.mp4 - 0 B
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096 Quantopian Algorithms Basics Part Two.mp4 - 0 B
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097 First Trading Algorithm - Part One.mp4 - 0 B
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098 First Trading Algorithm - Part Two.mp4 - 0 B
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099 Trading Algorithm Exercise.mp4 - 0 B
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100 Trading Algorithm Exercise Solutions Part One.mp4 - 0 B
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101 Trading Algorithm Exercise Solutions Part Two.mp4 - 0 B
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102 Quantopian Pipelines Factors.mp4 - 0 B
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103 Quantopian Pipelines Filters.mp4 - 0 B
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104 Quantopian Pipeline - Masking and Classifiers.mp4 - 0 B
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13 Advanced Quantopian and Trading Algorithms
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106 Welcome to Trading Algorithms.mp4 - 0 B
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107 Pipeline Trading Algorithm Example - Code Along - Part One.mp4 - 0 B
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108 Pipeline Trading Algorithm - Code Along - Part Two.mp4 - 0 B
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109 Pipeline Trading Algorithm Code along Part Three.mp4 - 0 B
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110 Leverage.mp4 - 0 B
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111 Hedging.mp4 - 0 B
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112 Hedging- Part Two.mp4 - 0 B
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113 Portfolio Analysis with PyFolio.mp4 - 0 B
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114 Stock Sentiment Analysis Project.mp4 - 0 B
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115 What are Futures.mp4 - 0 B
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116 Futures on Quantopian.mp4 - 0 B
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117 Futures on Quantopian Part Two.mp4 - 0 B
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InfoHash:
35659105500084A801ECCF615236B4D1AE9C7185
Last updated:
Jan 24, 2022
File count:
117 B
File Category:
1
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