[Udemy] Python for Financial Analysis and Algorithmic Trading. 2018. ENG (Jose Portilla)

Содержание складчины
Course Introduction 07:10
Introduction to Course 02:12
Course Overview Lecture (DON'T SKIP THIS!) 03:32
Did you skip the last lecture? Please go back and view it! 00:25
Course FAQ 01:00
–
Course Materials and Set-up 09:33
Course Installation Help Notes 00:45
Course Installation Guide 08:48
–
Python Crash Course 01:02:33
Welcome to the Python Crash Course 00:19
Introduction to Crash Course 01:16
Python Crash Course Part One 19:00
Python Crash Course Part Two 13:37
Python Crash Course Part Three 15:02
Python Crash Course Exercises 04:13
Python Crash Course Exercise Solutions 09:06
–
NumPy 47:01
Welcome to NumPy 00:23
Introduction to NumPy 01:37
NumPy Arrays 15:47
Numpy Operations 04:19
Numpy Indexing 10:54
NumPy Review Exercise 04:10
Numpy Exercise Solutions 09:51
–
General Pandas Overview 01:55:35
Welcome to Pandas 00:22
Introduction to Pandas 02:39
Series 06:58
DataFrames 15:34
DataFrames Part Two 16:59
DataFrames Part Three 09:01
Missing Data 06:14
Group By with Pandas 06:37
Merging, Joining, and Concatenating DataFrames 09:10
Pandas Common Operations 12:12
Data Input and Output 13:50
General Pandas Review Exercises 03:06
General Pandas Exercise Solutions 12:53
–
Visualization with Matplotlib and Pandas 01:41:48
Welcome to Visualization 00:23
Introduction to Visualization in Python 01:48
Matplotlib Basics - Part One 18:45
Matplotlib Basics - Part Two 15:31
Matplotlib Part Three 11:43
Matplotlib Exercise 03:42
Matplotlib Exercise Solutions 10:08
Pandas Visualization Overview 12:07
Pandas Time Series Visualization 17:32
Pandas Visualization Exercise Overview 01:18
Pandas Visualization Exercise Solutions 08:51
–
Data Sources 16:28
Introduction to Data Sources 01:21
Note on Pandas Datareader 00:09
Pandas DataReader 04:37
Quandl 10:21
–
Pandas with Time Series Data 47:27
Welcome to Pandas for Time Series 00:13
Introduction to Time Series with Pandas 00:58
Datetime Index 09:38
Time Resampling 12:48
Time Shifts 05:58
Pandas Rolling and Expanding 17:52
–
Capstone Stock Market Analysis Project 01:02:24
Welcome to the Capstone Project! 00:30
Stock Market Analysis Project 06:38
Stock Market Analysis Project Solutions Part One 20:25
Python Stock Market Analysis Solutions - Part Two 09:36
Stock Market Analysis Project Solutions Part Three 16:52
Stock Market Analysis Project Solutions Part Four 08:23
–
Time Series Analysis 01:51:00
Welcome to Time Series Analysis 00:33
Introduction to Time Series 02:51
Time Series Basics 03:58
Introduction to Statsmodels 12:29
ETS Theory 04:16
EWMA Theory 02:49
EWMA Code Along 14:24
ETS Code Along 06:24
ARIMA Theory 09:33
ACF and PACF 06:20
ARIMA with Statsmodels 11:42
Quick Note on Second Milk Difference! 00:31
ARIMA Code Part Two 13:59
ARIMA Code Part Three 06:49
ARIMA Code Part Four 14:14
Discussion on choosing PDQ 00:08
-
Python Finance Fundamentals 02:02:19
Welcome to Finance Fundamentals 00:36
Introduction to Python Finance Fundamentals 00:49
Sharpe Ratio Slides 07:16
Portfolio Allocation Code Along Part One 15:31
Portfolio Allocation Code Along Part Two 06:44
Portfolio Optimization 05:14
Portfolio Optimization Code Along One 14:44
Portfolio Optimization Code Along Two 07:45
Portfolio Optimization Code Along Three 16:32
Key Financial Topics 01:06
Types of Funds 06:09
Order Books 14:35
Short Selling 02:35
CAPM - Capital Asset Pricing Model 05:18
CAPM Code Along 12:09
Stock Splits and Dividends 03:16
EMH 02:00
-
Basics of Algorithmic Trading with Quantopian 02:26:12
Welcome to the Quantopian Section 00:24
Introduction to Quantopian 09:27
Note on get_fundamentals 00:12
Quantopian Research Basics 16:46
Quantopian Algorithms Basics Part One 16:17
Quantopian Algorithms Basics Part Two 17:17
First Trading Algorithm - Part One 16:47
First Trading Algorithm - Part Two 16:44
Trading Algorithm Exercise 04:50
Trading Algorithm Exercise Solutions Part One 12:36
Trading Algorithm Exercise Solutions Part Two 02:38
Quantopian Pipelines Factors 16:59
Quantopian Pipelines Filters 05:58
Quantopian Pipeline - Masking and Classifiers 09:17
-
Advanced Quantopian and Trading Algorithms 02:46:02
Welcome to Trading Algorithms 00:48
Pipeline Trading Algorithm Example - Code Along - Part One 13:34
Pipeline Trading Algorithm - Code Along - Part Two 10:27
Quick note 00:08
Pipeline Trading Algorithm Code along Part Three 19:28
Leverage 12:48
Hedging 14:17
Hedging- Part Two 14:54
Portfolio Analysis with PyFolio 15:20
Stock Sentiment Analysis Project 16:23
What are Futures? 09:02
Futures on Quantopian 18:19
Futures on Quantopian Part Two 20:34
-
BONUS OFFERS 00:32
Bonus Lecture: Coupons 00:32

Содержание складчины (файлы и папки)
01 Course Introduction
001 Introduction to Course.mp4 [4m 137k 339]
002 Course Overview Lecture DONT SKIP THIS.mp4 [4m 688k 27]
003 Did you skip the last lecture Please go back and view it.html [1k 34]
004 Course FAQ.html [2k 131]

attached_files

004 Course FAQ
Python-for-Finance-Repo.zip [10m 707k 250]

02 Course Materials and Set-up
005 Course Installation Help Notes.html [1k 470]
006 Course Installation Guide.mp4 [11m 628k 529]

attached_files

006 Course Installation Guide
Python-for-Finance-Repo.zip [10m 707k 250]

03 Python Crash Course
007 Welcome to the Python Crash Course.mp4 [763k 530]
008 Introduction to Crash Course.mp4 [1m 476k 878]
009 Python Crash Course Part One.mp4 [22m 156k 619]
010 Python Crash Course Part Two.mp4 [14m 583k 558]
011 Python Crash Course Part Three.mp4 [17m 101k 898]
012 Python Crash Course Exercises.mp4 [6m 909k 924]
013 Python Crash Course Exercise Solutions.mp4 [13m 18k 348]

04 NumPy
014 Welcome to NumPy.mp4 [975k 135]
015 Introduction to NumPy.mp4 [1m 928k 646]
016 NumPy Arrays.mp4 [19m 130k 930]
017 Numpy Operations.mp4 [5m 571k 964]
018 Numpy Indexing.mp4 [12m 204k 974]
019 NumPy Review Exercise.mp4 [8m 222k 195]
020 Numpy Exercise Solutions.mp4 [15m 830k 632]

05 General Pandas Overview
021 Welcome to Pandas.mp4 [924k 328]
022 Introduction to Pandas.mp4 [3m 101k 629]
023 Series.mp4 [8m 931k 457]
024 DataFrames.mp4 [23m 987k 437]
025 DataFrames Part Two.mp4 [25m 614k 111]
026 DataFrames Part Three.mp4 [11m 663k 631]
027 Missing Data.mp4 [7m 466k 243]
028 Group By with Pandas.mp4 [9m 10k 551]
029 Merging Joining and Concatenating DataFrames.mp4 [15m 807k 82]
030 Pandas Common Operations.mp4 [15m 7k 374]
031 Data Input and Output.mp4 [20m 456k 213]
032 General Pandas Review Exercises.mp4 [4m 952k 694]
033 General Pandas Exercise Solutions.mp4 [19m 692k 445]

06 Visualization with Matplotlib and Pandas
034 Welcome to Visualization.mp4 [957k 463]
035 Introduction to Visualization in Python.mp4 [2m 120k 936]
036 Matplotlib Basics - Part One.mp4 [23m 910k 407]
037 Matplotlib Basics - Part Two.mp4 [19m 433k 998]
038 Matplotlib Part Three.mp4 [18m 10k 588]
039 Matplotlib Exercise.mp4 [5m 917k 496]
040 Matplotlib Exercise Solutions.mp4 [17m 35k 344]
041 Pandas Visualization Overview.mp4 [17m 669k 2]
042 Pandas Time Series Visualization.mp4 [23m 268k 551]
043 Pandas Visualization Exercise Overview.mp4 [2m 999k 107]
044 Pandas Visualization Exercise Solutions.mp4 [17m 519k 452]

07 Data Sources
045 Introduction to Data Sources.mp4 [1m 609k 741]
046 Pandas DataReader.mp4 [5m 541k 548]
047 Quandl.mp4 [15m 711k 956]

08 Pandas with Time Series Data
048 Welcome to Pandas for Time Series.mp4 [518k 810]
049 Introduction to Time Series with Pandas.mp4 [1m 132k 72]
050 Datetime Index.mp4 [11m 69k 56]
051 Time Resampling.mp4 [20m 230k 262]
052 Time Shifts.mp4 [9m 566k 586]
053 Pandas Rolling and Expanding.mp4 [23m 698k 731]

09 Capstone Stock Market Analysis Project
054 Welcome to the Capstone Project.mp4 [1m 293k 267]
055 Stock Market Analysis Project.mp4 [14m 975k 389]
056 Stock Market Analysis Project Solutions Part One.mp4 [36m 986k 278]
057 Python Stock Market Analysis Solutions - Part Two.mp4 [16m 164k 417]
058 Stock Market Analysis Project Solutions Part Three.mp4 [31m 199k 959]
059 Stock Market Analysis Project Solutions Part Four.mp4 [12m 31k 124]

10 Time Series Analysis
060 Welcome to Time Series Analysis.mp4 [1m 444k 135]
061 Introduction to Time Series.mp4 [3m 318k 650]
062 Time Series Basics.mp4 [4m 309k 303]
063 Introduction to Statsmodels.mp4 [22m 565k 740]
064 ETS Theory.mp4 [4m 891k 876]
065 EWMA Theory.mp4 [3m 225k 662]
066 EWMA Code Along.mp4 [20m 690k 101]
067 ETS Code Along.mp4 [8m 689k 172]
068 ARIMA Theory.mp4 [11m 84k 779]
069 ACF and PACF.mp4 [7m 428k 41]
070 ARIMA with Statsmodels.mp4 [15m 651k 880]
071 ARIMA Code Part Two.mp4 [19m 558k 940]
072 ARIMA Code Part Three.mp4 [8m 843k 408]
073 ARIMA Code Part Four.mp4 [20m 550k 147]
074 Discussion on choosing PDQ.html [416]

11 Python Finance Fundamentals
075 Welcome to Finance Fundamentals.mp4 [1m 506k 744]
076 Introduction to Python Finance Fundamentals.mp4 [986k 333]
077 Sharpe Ratio Slides.mp4 [8m 642k 127]
078 Portfolio Allocation Code Along Part One.mp4 [22m 938k 232]
079 Portfolio Allocation Code Along Part Two.mp4 [8m 540k 377]
080 Portfolio Optimization.mp4 [6m 18k 186]
081 Portfolio Optimization Code Along One.mp4 [18m 962k 355]
082 Portfolio Optimization Code Along Two.mp4 [10m 536k 200]
083 Portfolio Optimization Code Along Three.mp4 [27m 134k 816]
084 Key Financial Topics.mp4 [1m 219k 9]
085 Types of Funds.mp4 [7m 276k 530]
086 Order Books.mp4 [16m 640k 751]
087 Short Selling.mp4 [2m 951k 630]
088 CAPM - Capital Asset Pricing Model.mp4 [6m 235k 932]
089 CAPM Code Along.mp4 [16m 332k 56]
090 Stock Splits and Dividends.mp4 [3m 988k 380]
091 EMH.mp4 [2m 440k 233]

12 Basics of Algorithmic Trading with Quantopian
092 Welcome to the Quantopian Section.mp4 [1m 10k 7]
093 Introduction to Quantopian.mp4 [16m 763k 626]
094 Quantopian Research Basics.mp4 [22m 947k 593]
095 Quantopian Algorithms Basics Part One.mp4 [20m 568k 660]
096 Quantopian Algorithms Basics Part Two.mp4 [21m 603k 420]
097 First Trading Algorithm - Part One.mp4 [21m 613k 309]
098 First Trading Algorithm - Part Two.mp4 [22m 61k 220]
099 Trading Algorithm Exercise.mp4 [5m 623k 376]
100 Trading Algorithm Exercise Solutions Part One.mp4 [16m 97k 687]
101 Trading Algorithm Exercise Solutions Part Two.mp4 [3m 116k 961]
102 Quantopian Pipelines Factors.mp4 [22m 470k 785]
103 Quantopian Pipelines Filters.mp4 [9m 194k 624]
104 Quantopian Pipeline - Masking and Classifiers.mp4 [14m 690k 132]

13 Advanced Quantopian and Trading Algorithms
105 Under Construction.html [408]
106 Welcome to Trading Algorithms.mp4 [918k 870]
107 Pipeline Trading Algorithm Example - Code Along - Part One.mp4 [16m 768k 46]
108 Pipeline Trading Algorithm - Code Along - Part Two.mp4 [14m 886k 694]
109 Pipeline Trading Algorithm Code along Part Three.mp4 [27m 745k 995]
110 Leverage.mp4 [17m 534k 970]
111 Hedging.mp4 [18m 516k 505]
112 Hedging- Part Two.mp4 [21m 195k 311]
113 Portfolio Analysis with PyFolio.mp4 [21m 484k 790]
114 Stock Sentiment Analysis Project.mp4 [21m 592k 106]
115 What are Futures.mp4 [10m 654k 457]
116 Futures on Quantopian.mp4 [27m 860k 334]
117 Futures on Quantopian Part Two.mp4 [34m 965k 680]