Udemy Algorithmic Stock Trading and Equity Investing with Python

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Download Free Download : Udemy Algorithmic Stock Trading and Equity Investing with Python
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:10.88 GB

Files Included :

001 Welcome and Introduction.mp4 (53.7 MB)
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002 Did you know (a Sneak Preview on Stock Investing).mp4 (64.34 MB)
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003 How to get the best out of this course.mp4 (18.89 MB)
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006 Course Overview.mp4 (32.08 MB)
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001 Introduction and Overview PART 1.mp4 (9 MB)
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002 Part1-Materials.zip (1.91 MB)
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001 Asset Classes - Overview.mp4 (66.01 MB)
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002 Equities vs Fixed Income.mp4 (59.67 MB)
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003 Equities - Categories and Sub Classes.mp4 (44.28 MB)
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004 Top-Down vs Bottom-Up.mp4 (28.83 MB)
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005 Investing vs Trading.mp4 (130.43 MB)
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001 Introduction.mp4 (4.24 MB)
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002 Download and Install Anaconda.mp4 (47.85 MB)
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003 How to open Jupyter Notebooks.mp4 (42.64 MB)
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004 How to work with Jupyter Notebooks.mp4 (43.46 MB)
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005 Tips for python beginners.mp4 (4.59 MB)
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001 Yahoo Finance - Overview.mp4 (23.57 MB)
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002 How to open and work with the Course Notebooks.mp4 (13.59 MB)
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003 How to Install yfinance.mp4 (5.59 MB)
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005 yfinance API - first steps.mp4 (90.42 MB)
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006 Excursus Versions and Package Updates.mp4 (6.56 MB)
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007 Analysis Period.mp4 (53.43 MB)
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008 Data Frequency.mp4 (39.66 MB)
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009 Dividends.mp4 (48.27 MB)
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010 What´s the Adjusted Close Price.mp4 (63.63 MB)
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011 Stock Splits.mp4 (53.35 MB)
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012 Stocks from other Countries Exchanges.mp4 (43.41 MB)
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013 Multiple Tickers.mp4 (34.89 MB)
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014 Saving and Loading Data (Local Files).mp4 (65.71 MB)
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016 Coding Challenge.mp4 (21.73 MB)
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001 Introduction.mp4 (17.15 MB)
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002 Test your debugging skills!.mp4 (39.22 MB)
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003 Major reasons for Coding Errors.mp4 (2.91 MB)
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004 The most commonly made Errors at a glance.mp4 (33.43 MB)
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005 Omitting cells, changing the sequence and more.mp4 (46.38 MB)
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006 IndexErrors.mp4 (26.01 MB)
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007 Indentation Errors.mp4 (7.1 MB)
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008 Misuse of function names and keywords.mp4 (8.96 MB)
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009 TypeErrors and ValueErrors.mp4 (15.06 MB)
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010 Getting help on StackOverflow com.mp4 (35.26 MB)
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011 How to traceback more complex Errors.mp4 (88.04 MB)
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012 Problems with the Python Installation.mp4 (18.87 MB)
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013 External Factors and Issues.mp4 (8.23 MB)
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014 Errors related to the course content (Transcription Errors).mp4 (7.38 MB)
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015 Summary and Debugging Flow-Chart.mp4 (12.48 MB)
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001 Update February 2023.mp4 (43.41 MB)
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002 Getting more Information on Stocks - the Ticker Object.mp4 (36.29 MB)
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003 Price, Shares Outstanding & Market Capitalization.mp4 (30.01 MB)
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004 Price vs Value and Market Efficiency.mp4 (60.88 MB)
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005 Equity Value, Firm Value and Financial Distress.mp4 (15.93 MB)
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006 Market Value vs Book Value (Part 1).mp4 (101.58 MB)
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007 Market Value vs Book Value (Part 2).mp4 (55.3 MB)
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008 Liquidation Value.mp4 (37.98 MB)
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009 Market Value vs Book Value (Part 3).mp4 (21.65 MB)
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010 How to load Financial Statements.mp4 (37.45 MB)
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001 Project - Introduction.mp4 (30.18 MB)
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002 How to load the Dow Jones Constituents from the Web.mp4 (34.14 MB)
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003 Historical Prices (Time-Series Data).mp4 (28.95 MB)
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005 Cross-Sectional Data.mp4 (30.57 MB)
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006 Stock Analysis and Comparison.mp4 (53.53 MB)
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007 Hot Topic How to get complete Lists with Stock Tickers.mp4 (18.01 MB)
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008 Hot Topic How to load all exchange tickers (Indian Stock Market).mp4 (20.91 MB)
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001 Welcome to IKBR.mp4 (40.13 MB)
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002 How to create a Paper Trading Account.mp4 (13.09 MB)
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003 How to Install the IB Trader Workstation (TWS).mp4 (18.15 MB)
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004 TWS - First Steps.mp4 (35.11 MB)
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005 The first Trades on TWS.mp4 (41.07 MB)
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006 Trading Hours.mp4 (23.89 MB)
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007 Cash Account vs Margin Account.mp4 (13.95 MB)
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008 Fractional Trading.mp4 (15.41 MB)
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009 Trading Costs - Commissions.mp4 (67.5 MB)
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010 Trading Costs - other (hidden) Costs.mp4 (43.06 MB)
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011 How to download and install the API Wrapper & other Preparations.mp4 (12.22 MB)
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012 Connecting to the API.mp4 (20.72 MB)
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013 Contracts (Introduction).mp4 (29.19 MB)
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014 How to get Market Data.mp4 (50.58 MB)
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015 Data Streaming for Mulitple Tickers.mp4 (5.83 MB)
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016 Contracts (Advanced).mp4 (62.03 MB)
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017 Coding Challenge Get Contracts for all DJIA Constituents.mp4 (41.64 MB)
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018 Market Orders and Trades.mp4 (86.66 MB)
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019 Positions and Account Values.mp4 (14.63 MB)
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020 Historical Data (Bars).mp4 (41.68 MB)
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001 Project - Introduction.mp4 (10.53 MB)
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002 Get the Symbols.mp4 (9.31 MB)
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004 Get most recent Prices and Performance.mp4 (12.9 MB)
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005 Determine Target Positions.mp4 (8.27 MB)
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006 Identify Actual Positions.mp4 (11.98 MB)
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007 Determine Required Trades.mp4 (14.69 MB)
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008 Execute Trades.mp4 (22.72 MB)
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009 Running a Python Trader Script.mp4 (44.88 MB)
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001 Introduction and Overview.mp4 (24.82 MB)
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002 Initial Data Inspection and Visualization.mp4 (28.32 MB)
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003 Normalizing Time Series to a Base Value (100).mp4 (36.6 MB)
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004 Coding Challenge #1.mp4 (39.68 MB)
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005 Price changes and Financial Returns.mp4 (46.74 MB)
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006 Reward and Risk of Financial Instruments.mp4 (19.8 MB)
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008 Investment Multiple and CAGR.mp4 (36.59 MB)
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009 Compound Returns & Geometric Mean Return.mp4 (24.22 MB)
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011 Discrete Compounding.mp4 (59.5 MB)
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012 Continuous Compounding.mp4 (32.75 MB)
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013 Log Returns.mp4 (12.12 MB)
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014 Simple Returns vs Log Returns ( Part 1).mp4 (29.52 MB)
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015 Simple Returns vs Log Returns ( Part 2).mp4 (23.45 MB)
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017 Comparing the Performance of Financial Instruments.mp4 (67.44 MB)
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018 Price Return vs Total Return (Stocks).mp4 (15.36 MB)
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019 (Non-) Normality of Financial Returns.mp4 (69.16 MB)
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020 Annualizing Return and Risk.mp4 (15.95 MB)
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021 Resampling Smoothing of Financial Data.mp4 (40.47 MB)
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022 Rolling Statistics.mp4 (35.51 MB)
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024 Short Selling and Short Position Returns (Part 1).mp4 (8.48 MB)
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025 Introduction to Currencies (Forex) and Trading.mp4 (39.51 MB)
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026 Short Selling and Short Position Returns (Part 2).mp4 (17.23 MB)
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027 Short Selling and Short Position Returns (Part 3).mp4 (23.15 MB)
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029 Covariance and Correlation.mp4 (40.09 MB)
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030 Portfolios and Portfolio Returns.mp4 (13.09 MB)
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031 Margin Trading and Levered Returns (Part 1).mp4 (16.35 MB)
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032 Margin Trading and Levered Returns (Part 2).mp4 (53.57 MB)
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001 Project - Introduction.mp4 (4.21 MB)
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002 Solution.mp4 (35.51 MB)
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001 Introduction and Overview PART 2.mp4 (4.77 MB)
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002 Part2-Materials.zip (14.63 MB)
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003 Investment Strategies, Indices, Portfolios & Benchmarks.mp4 (41.47 MB)
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001 Financial Indices - an Overview.mp4 (22.21 MB)
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002 Getting started.mp4 (13.23 MB)
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003 Price-Weighted Index - Theory.mp4 (15.16 MB)
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004 Building the Dow Jones Industrial Average Index from scratch.mp4 (32.52 MB)
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005 Equal-Weighted Index - Theory.mp4 (10.62 MB)
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006 Creating an Equal-Weighted Stock Index with Python.mp4 (6.47 MB)
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007 Market Value-Weighted Index - Theory.mp4 (17.67 MB)
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009 Creating a Market Value-Weighted Stock Index with Python (Part 1).mp4 (30.51 MB)
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010 Creating a Market Value-Weighted Stock Index with Python (Part 2).mp4 (13.18 MB)
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011 Comparison of weighting methods (Part 1).mp4 (5.9 MB)
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012 Comparison of weighting methods (Part 2).mp4 (22.54 MB)
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013 Price Index vs PerformanceTotal Return Index.mp4 (20.5 MB)
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001 Why ETF Investing.mp4 (36.38 MB)
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002 Index Replication Tracking - Intro.mp4 (33.54 MB)
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003 The S&P500 Index and its ETFs - Full Replication.mp4 (51.39 MB)
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004 Active Return and Active Risk (Tracking Error).mp4 (18.82 MB)
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006 The Russell 3000 Index and its ETFs - Representative Sampling.mp4 (38.4 MB)
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007 ETF Investing with IBKR.mp4 (45.5 MB)
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008 Index Tracking with Optimization (Part 1).mp4 (47.91 MB)
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009 Index Tracking with Optimization (Part 2).mp4 (47.7 MB)
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010 Index Tracking with Optimization (Part 3).mp4 (16.4 MB)
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011 Index Tracking with Optimization (Part 4).mp4 (37.59 MB)
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012 Index Tracking with Optimization (Part 5).mp4 (22.74 MB)
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013 Index Tracking with Optimization (Part 6).mp4 (30.03 MB)
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014 Optimization and out-sample Testing (Part 1).mp4 (27.33 MB)
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015 Optimization and out-sample Testing (Part 2).mp4 (25.05 MB)
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001 Project - Introduction.mp4 (16.66 MB)
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002 Get all NASDAQ listings.mp4 (12.63 MB)
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003 Filter Listings.mp4 (4.93 MB)
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004 Get Prices and Dividends.mp4 (13.54 MB)
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005 Identify Dividend-paying Stocks.mp4 (17.22 MB)
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006 Creating a Strategy Index.mp4 (18.34 MB)
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007 Index Tracking.mp4 (20.97 MB)
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008 Trading with IBKR.mp4 (54.01 MB)
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009 Monitoring.mp4 (4.64 MB)
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010 Strategy Backtesting and the Look-Ahead Bias.mp4 (14.84 MB)
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011 Strategy Backtesting and the Survivorship Bias.mp4 (4.56 MB)
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012 Benchmarking and the Information Ratio.mp4 (41.7 MB)
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002 Getting Started.mp4 (12.88 MB)
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003 Creating Random Portfolios (Part 1).mp4 (18.98 MB)
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004 Creating Random Portfolios (Part 2).mp4 (15.07 MB)
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005 Performance Measurement The Risk-adjusted Return.mp4 (20.68 MB)
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006 Portfolio Optimization.mp4 (71.42 MB)
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007 Minimum Variance Portfolio.mp4 (18.32 MB)
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008 Maximum Return Portfolio.mp4 (14.81 MB)
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009 The Efficient Frontier.mp4 (37.29 MB)
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010 Portfolio Optimization with frequent Rebalancing.mp4 (22.77 MB)
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011 Comparison daily Rebalancing vs no Rebalancing.mp4 (21.24 MB)
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012 Rebalancing Costs.mp4 (42.06 MB)
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001 Introduction.mp4 (7.32 MB)
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002 Getting Started.mp4 (16.16 MB)
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003 2-Asset-Case (Intro).mp4 (4.33 MB)
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004 Portfolio Return (2-Asset-Case).mp4 (25.52 MB)
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005 Portfolio Risk (2-Asset-Case) - a (too) simple solution.mp4 (22.03 MB)
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006 Crash Course Statistics Variance and Standard Deviation.mp4 (4.99 MB)
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007 Crash Course Statistics Covariance and Correlation (Part 1).mp4 (32.93 MB)
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008 Crash Course Statistics Covariance and Correlation (Part 2).mp4 (7.2 MB)
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009 Portfolio Risk (2-Asset-Case).mp4 (16.21 MB)
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010 Correlation and the Portfolio Diversification Effect.mp4 (28.82 MB)
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011 Multiple Asset Case.mp4 (22.79 MB)
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012 Forward-looking Optimization.mp4 (27.19 MB)
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013 Forward-looking Mean-Variance Optimization (MVO) Pitfalls (1).mp4 (35.31 MB)
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014 Forward-looking Mean-Variance Optimization (MVO) Pitfalls (2).mp4 (26.76 MB)
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015 Introduction of a Risk-Free Asset.mp4 (48.27 MB)
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016 The Sharpe Ratio Graphical Interpretation.mp4 (5.97 MB)
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017 Portfolio Optimization with Risk-free Asset (Part 1).mp4 (16.91 MB)
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018 Portfolio Optimization with Risk-free Asset (Part 2).mp4 (12.83 MB)
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019 Implications and the Two-Fund-Theorem.mp4 (9.74 MB)
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001 Introduction and Motivation.mp4 (16.63 MB)
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002 Getting started (Inputs for reverse Optimization).mp4 (8.45 MB)
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003 Black-Litterman Step 1 Reverse Optimization.mp4 (20.71 MB)
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004 Black-Litterman Step 2 Incorporating Investor Opinions.mp4 (26.53 MB)
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001 Introduction, Recap and Motivation.mp4 (23.75 MB)
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002 Optimization.mp4 (25.03 MB)
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003 Systematic and Unsystematic Risk.mp4 (67.17 MB)
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004 CAPM & the Security Market Line.mp4 (30.93 MB)
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005 Beta and Alpha.mp4 (19.03 MB)
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006 What´s the right Market Portfolio.mp4 (37.45 MB)
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007 More on Beta Cyclical vs Defensive Stocks.mp4 (45.17 MB)
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008 Forecasting Stock Returns with CAPM.mp4 (35.42 MB)
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001 Introduction.mp4 (9.54 MB)
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002 Solution (Part 1).mp4 (20.92 MB)
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003 Solution (Part 2).mp4 (16.39 MB)
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004 Solution (Part 3).mp4 (34.7 MB)
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005 Solution (Part 4).mp4 (72.34 MB)
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001 Introduction and Overview PART 3.mp4 (3.84 MB)
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002 Part3-Materials.zip (825.72 KB)
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001 Trading Strategies - Overview.mp4 (27.51 MB)
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003 How to create your own Trading Strategies.mp4 (45.01 MB)
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001 Getting started.mp4 (20.7 MB)
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002 Determine daily Trading Positions.mp4 (40.2 MB)
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003 Identify Trades.mp4 (24.16 MB)
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004 Performance Analysis - Profit and Loss.mp4 (31.17 MB)
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005 Performance Analysis - Cashflows.mp4 (27.99 MB)
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006 Trading Costs.mp4 (32.03 MB)
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007 Bringing it all together.mp4 (37.96 MB)
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008 Strategy Optimization.mp4 (26.25 MB)
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001 Technical Analysis vs Fundamental Analysis.mp4 (41.7 MB)
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002 Technical Analysis and the Efficient Market Hypothesis.mp4 (29.6 MB)
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003 Technical Analysis - Applications and Use Cases.mp4 (55.92 MB)
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004 Getting started and simple Price Charts.mp4 (13.1 MB)
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005 Charting - Interactive Line Charts with Cufflinks and Plotly.mp4 (20.71 MB)
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006 How to customize Plotly Charts.mp4 (25.2 MB)
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007 Candlestick and OHLC Bar Charts.mp4 (26.61 MB)
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008 Bar Size Granularity.mp4 (44.95 MB)
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009 Volume Charts.mp4 (12.75 MB)
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010 Technical Indicators - Overview and Examples.mp4 (19.4 MB)
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011 Trend Lines.mp4 (14.18 MB)
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012 Support and Resistance Lines.mp4 (23.86 MB)
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001 Getting started.mp4 (9.3 MB)
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002 A simple Buy and Hold Strategy.mp4 (14.97 MB)
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003 Defining an SMA Crossover Strategy.mp4 (55.68 MB)
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004 Vectorized Strategy Backtesting.mp4 (42.42 MB)
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005 Strategy Optimization.mp4 (34.24 MB)
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006 Transaction & Trading Costs (Part 1).mp4 (17.78 MB)
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007 Transaction & Trading Costs (Part 2).mp4 (30.17 MB)
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008 The Backtester Class.mp4 (49.32 MB)
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009 Backtesting a Long-Only Strategy.mp4 (10.83 MB)
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010 Backtesting & Forward Testing.mp4 (13.5 MB)
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001 Project Introduction.mp4 (1.66 MB)
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002 Getting Started.mp4 (22.47 MB)
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003 Identify target Position.mp4 (3.92 MB)
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004 Identify current Positions.mp4 (7.71 MB)
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005 Identify Trades.mp4 (14.45 MB)
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006 Execute Trades.mp4 (3.2 MB)
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007 Running a Technical Trading Script.mp4 (10.76 MB)
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002 Part4-Materials.zip (379.3 KB)
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001 Introduction.mp4 (27.58 MB)
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002 Dividends Discount Models (DDM).mp4 (14.11 MB)
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004 The Gordon Growth Model live in action.mp4 (65.39 MB)
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005 DDM - Verification of results and critical review.mp4 (46.29 MB)
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006 Price Multiples - Overview and Calculation (Part 1).mp4 (41.33 MB)
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007 Price Multiples - Overview and Calculation (Part 2).mp4 (14.12 MB)
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008 Peer Groups & Comparables.mp4 (27.62 MB)
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009 Valuation with Price Multiples.mp4 (22.25 MB)
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001 EOD Historical Data - Overview.mp4 (47.9 MB)
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002 First Steps.mp4 (13.8 MB)
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003 Loading Historical Prices - advanced Options.mp4 (19.32 MB)
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004 Equity Fundamentals.mp4 (28.35 MB)
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005 Historical Market Caps.mp4 (22.78 MB)
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006 Intraday Data and Live Data.mp4 (8.16 MB)
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007 Exchanges and Ticker Symbols.mp4 (38 MB)
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008 Delisted Stocks.mp4 (10.73 MB)
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009 Indices and Index Constituents.mp4 (35.88 MB)
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010 Bulk Downloads.mp4 (19.46 MB)
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001 IBKR API - Recap.mp4 (13.3 MB)
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002 Streaming Tick Data.mp4 (23.48 MB)
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003 Streaming Tick Data for multiple Symbols.mp4 (26.08 MB)
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004 Streaming Bar Data.mp4 (54.06 MB)
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005 How to create a live Candle Stick Chart.mp4 (6.83 MB)
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006 Preparing the Data for Day Trading.mp4 (29.76 MB)
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007 Improving Code Efficiency.mp4 (23.42 MB)
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008 Define an SMA Day Trading Strategy.mp4 (25.33 MB)
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009 Excursus Spot Trading vs CFD Trading.mp4 (25.68 MB)
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010 Creating Orders and Executing Trades.mp4 (42.15 MB)
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011 Trade Monitoring and Reporting.mp4 (75.76 MB)
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012 How to Stop a Trading Session.mp4 (29.47 MB)
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013 Running a Python Trader Script.mp4 (39.29 MB)
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001 Introduction and Overview.mp4 (10.77 MB)
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002 Appendix-Materials.zip (1.24 MB)
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001 Intro to the Time Value of Money (TVM) Concept (Theory).mp4 (8.78 MB)
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003 Calculate Future Values (FV) with Python Compounding.mp4 (8.6 MB)
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004 Calculate Present Values (PV) with Python Discounting.mp4 (5.65 MB)
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005 Interest Rates and Returns (Theory).mp4 (7.27 MB)
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006 Calculate Interest Rates and Returns with Python.mp4 (12.7 MB)
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007 Introduction to Variables.mp4 (11.65 MB)
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008 Excursus How to add inline comments.mp4 (7.17 MB)
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009 Variables and Memory (Theory).mp4 (2.88 MB)
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010 More on Variables and Memory.mp4 (13.33 MB)
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011 Variables - Dos, Don´ts and Conventions.mp4 (10.13 MB)
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012 The print() Function.mp4 (9.33 MB)
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013 Coding Exercise 1.mp4 (39.35 MB)
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014 TVM Problems with many Cashflows.mp4 (6.16 MB)
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015 Intro to Python Lists.mp4 (4.31 MB)
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016 Zero-based Indexing and negative Indexing in Python (Theory).mp4 (3.9 MB)
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017 Indexing Lists.mp4 (8.39 MB)
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018 For Loops - Iterating over Lists.mp4 (17.97 MB)
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019 The range Object - another Iterable.mp4 (9.82 MB)
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020 Calculate FV and PV for many Cashflows.mp4 (21.2 MB)
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021 The Net Present Value - NPV (Theory).mp4 (15.86 MB)
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022 Calculate an Investment Project´s NPV.mp4 (8.31 MB)
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023 Coding Exercise 2.mp4 (36.8 MB)
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024 Data Types in Action.mp4 (15.34 MB)
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025 The Data Type Hierarchy (Theory).mp4 (5.42 MB)
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026 Excursus Dynamic Typing in Python.mp4 (3.04 MB)
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027 Build-in Functions.mp4 (12.75 MB)
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028 Integers.mp4 (6.27 MB)
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029 Floats.mp4 (15.64 MB)
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030 How to round Floats (and Integers) with round().mp4 (11.15 MB)
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031 More on Lists.mp4 (16.06 MB)
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032 Lists and Element-wise Operations.mp4 (16.12 MB)
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033 Slicing Lists.mp4 (11.53 MB)
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035 Changing Elements in Lists.mp4 (7.44 MB)
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036 Sorting and Reversing Lists.mp4 (7.49 MB)
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037 Adding and removing Elements fromto Lists.mp4 (27.82 MB)
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038 Mutable vs immutable Objects (Part 1).mp4 (22.53 MB)
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039 Mutable vs immutable Objects (Part 2).mp4 (13.64 MB)
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040 Coding Exercise 3.mp4 (45.9 MB)
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041 Tuples.mp4 (17.81 MB)
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042 Dictionaries.mp4 (18.6 MB)
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043 Intro to Strings.mp4 (34.76 MB)
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044 String Replacement.mp4 (9.54 MB)
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045 Booleans.mp4 (5.46 MB)
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046 Operators (Theory).mp4 (6.42 MB)
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047 Comparison, Logical and Membership Operators in Action.mp4 (21.89 MB)
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048 Coding Exercise 4.mp4 (41.15 MB)
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049 Conditional Statements.mp4 (23.11 MB)
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050 Keywords pass, continue and break.mp4 (24.21 MB)
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051 Calculate a Project´s Payback Period.mp4 (12.86 MB)
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052 Introduction to while loops.mp4 (20.8 MB)
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001 Defining your first user-defined Function.mp4 (23.77 MB)
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002 What´s the difference between Positional Arguments vs Keyword Arguments.mp4 (30.77 MB)
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003 How to work with Default Arguments.mp4 (16.64 MB)
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004 The Default Argument None.mp4 (23.5 MB)
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005 How to unpack Iterables.mp4 (11.68 MB)
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006 Sequences as arguments and args.mp4 (17.45 MB)
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007 How to return many results.mp4 (8.35 MB)
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008 Scope - easily explained.mp4 (30.13 MB)
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001 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 (27.12 MB)
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002 Numpy Arrays.mp4 (33.13 MB)
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003 Indexing and Slicing Numpy Arrays.mp4 (6.83 MB)
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004 Vectorized Operations with Numpy Arrays.mp4 (12.66 MB)
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005 Changing Elements in Numpy Arrays & Mutability.mp4 (16.7 MB)
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006 View vs copy - potential Pitfalls when slicing Numpy Arrays.mp4 (12.56 MB)
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007 Numpy Array Methods and Attributes.mp4 (11.26 MB)
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008 Numpy Universal Functions.mp4 (11.16 MB)
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009 Boolean Arrays and Conditional Filtering.mp4 (9.99 MB)
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010 Advanced Filtering & Bitwise Operators.mp4 (19.49 MB)
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011 Determining a Project´s Payback Period with np where().mp4 (14.1 MB)
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012 Creating Numpy Arrays from Scratch.mp4 (29.54 MB)
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013 Coding Exercise 7.mp4 (58.88 MB)
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014 How to work with nested Lists.mp4 (11.78 MB)
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015 2-dimensional Numpy Arrays.mp4 (11.23 MB)
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016 How to slice 2-dim Numpy Arrays (Part 1).mp4 (24.46 MB)
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017 How to slice 2-dim Numpy Arrays (Part 2).mp4 (4.71 MB)
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018 Recap Changing Elements in a Numpy Array slice.mp4 (11.47 MB)
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019 How to perform row-wise and column-wise Operations.mp4 (15.76 MB)
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021 Intro to Tabular Data Pandas.mp4 (14.41 MB)
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022 Create your very first Pandas DataFrame (from csv).mp4 (62.52 MB)
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023 Pandas Display Options and the methods head() & tail().mp4 (31.62 MB)
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024 First Data Inspection.mp4 (46.21 MB)
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026 Selecting Columns.mp4 (21.96 MB)
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027 Selecting one Column with the dot notation.mp4 (4.56 MB)
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028 Zero-based Indexing and Negative Indexing.mp4 (6.28 MB)
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029 Selecting Rows with iloc (position-based indexing).mp4 (65.26 MB)
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030 Slicing Rows and Columns with iloc (position-based indexing).mp4 (15.61 MB)
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032 Selecting Rows with loc (label-based indexing).mp4 (19.4 MB)
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033 Slicing Rows and Columns with loc (label-based indexing).mp4 (34.57 MB)
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035 Summary, Best Practices and Outlook.mp4 (32.55 MB)
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037 First Steps with Pandas Series.mp4 (11.54 MB)
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038 Analyzing Numerical Series with unique(), nunique() and value counts().mp4 (65.74 MB)
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039 Analyzing non-numerical Series with unique(), nunique(), value counts().mp4 (19.11 MB)
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040 The copy() method.mp4 (16.99 MB)
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041 Sorting of Series and Introduction to the inplace - parameter.mp4 (19.83 MB)
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042 First Steps with Pandas Index Objects.mp4 (27.24 MB)
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043 Changing Row Index with set index() and reset index().mp4 (58.56 MB)
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044 Changing Column Labels.mp4 (13.88 MB)
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045 Renaming Index & Column Labels with rename().mp4 (21.84 MB)
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046 Filtering DataFrames (one Condition).mp4 (26.66 MB)
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047 Filtering DataFrames by many Conditions (AND).mp4 (13.05 MB)
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048 Filtering DataFrames by many Conditions (OR).mp4 (13.1 MB)
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049 Advanced Filtering with between(), isin() and ~.mp4 (41.86 MB)
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050 Intro to NA Values missing Values.mp4 (24.02 MB)
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051 Handling NA Values missing Values.mp4 (46.64 MB)
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052 Exporting DataFrames to csv.mp4 (7.17 MB)
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053 Summary Statistics and Accumulations.mp4 (42.24 MB)
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054 Visualization with Matplotlib (Intro).mp4 (51.64 MB)
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055 Customization of Plots.mp4 (65.8 MB)
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056 Histogramms (Part 1).mp4 (10.97 MB)
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057 Histogramms (Part 2).mp4 (17.29 MB)
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058 Scatterplots.mp4 (19.4 MB)
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059 First Steps with Seaborn.mp4 (12.06 MB)
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060 Categorical Seaborn Plots.mp4 (55.75 MB)
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061 Seaborn Regression Plots.mp4 (51.45 MB)
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062 Seaborn Heatmaps.mp4 (22.1 MB)
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063 Removing Columns.mp4 (23.6 MB)
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064 Introduction to GroupBy Operations.mp4 (4.15 MB)
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065 Understanding the GroupBy Object.mp4 (29.99 MB)
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066 Splitting with many Keys.mp4 (31.95 MB)
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067 split-apply-combine.mp4 (35.72 MB)
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001 Helpful DatetimeIndex Attributes and Methods.mp4 (32.36 MB)
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002 Filling NA Values with bfill, ffill and interpolation.mp4 (49.73 MB)
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003 Timezones and Converting (Part 1).mp4 (23.64 MB)
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004 Timezones and Converting (Part 2).mp4 (33.51 MB)
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001 Introduction to OOP and examples for Classes.mp4 (58.39 MB)
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003 The Financial Analysis Class live in action (Part 1).mp4 (17.16 MB)
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004 The Financial Analysis Class live in action (Part 2).mp4 (16.96 MB)
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005 The special method init ().mp4 (31.55 MB)
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006 The method get data().mp4 (25.59 MB)
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007 The method log returns().mp4 (11.28 MB)
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008 String representation and the special method repr ().mp4 (14.02 MB)
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009 The methods plot prices() and plot returns().mp4 (27.92 MB)
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010 Encapsulation and protected Attributes.mp4 (20.4 MB)
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011 The method set ticker().mp4 (20.35 MB)
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012 Adding more methods and performance metrics.mp4 (25.45 MB)
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013 Inheritance.mp4 (81.02 MB)
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014 Inheritance and the super() Function.mp4 (43.15 MB)
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015 Adding meaningful Docstrings.mp4 (41.08 MB)
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016 Creating and Importing Python Modules ( py).mp4 (11.46 MB)
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017 Coding Exercise Create your own Class.mp4 (21.01 MB)
MP4

 https://rapidgator.net/file/df9bfdddbfd541a58dfa5025146ceff7/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z01
https://rapidgator.net/file/fc0509566e6e7cbb20a40dd03588296b/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z02
https://rapidgator.net/file/46e527db107dcec363b41eb26c4bdf9a/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z03
https://rapidgator.net/file/b7441f1c8528fd2add6e938641353890/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z04
https://rapidgator.net/file/e70d03a3992735c7641b5df0986dfefb/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z05
https://rapidgator.net/file/0ae2480222f11ed5d1e3c0c8b797fe16/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.zip

 https://ddownload.com/k8xtfya3194s/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z01
https://ddownload.com/u3jhthndjb61/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z02
https://ddownload.com/1aagnwydtwa3/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z03
https://ddownload.com/1wrshb03z9w7/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z04
https://ddownload.com/7ncvsen36w24/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.z05
https://ddownload.com/qbohqaj8g26n/Udemy_Algorithmic_Stock_Trading_and_Equity_Investing_with_Python.zip