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Python for Financial Analysis and Algorithmic Trading [udemy]

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File Name
Size
01 Course Introduction/001 Introduction to Course.mp4
3.9 MB
01 Course Introduction/002 Course Overview Lecture DONT SKIP THIS.mp4
4.5 MB
01 Course Introduction/003 Did you skip the last lecture Please go back and view it.html
1.0 kB
01 Course Introduction/004 Course FAQ.html
2.1 kB
01 Course Introduction/attached_files/004 Course FAQ/Python-for-Finance-Repo.zip
10 MB
02 Course Materials and Set-up/005 Course Installation Help Notes.html
1.4 kB
02 Course Materials and Set-up/006 Course Installation Guide.mp4
11 MB
02 Course Materials and Set-up/attached_files/006 Course Installation Guide/Python-for-Finance-Repo.zip
10 MB
03 Python Crash Course/007 Welcome to the Python Crash Course.mp4
746 kB
03 Python Crash Course/008 Introduction to Crash Course.mp4
1.4 MB
03 Python Crash Course/009 Python Crash Course Part One.mp4
21 MB
03 Python Crash Course/010 Python Crash Course Part Two.mp4
14 MB
03 Python Crash Course/011 Python Crash Course Part Three.mp4
16 MB
03 Python Crash Course/012 Python Crash Course Exercises.mp4
6.6 MB
03 Python Crash Course/013 Python Crash Course Exercise Solutions.mp4
12 MB
04 NumPy/014 Welcome to NumPy.mp4
952 kB
04 NumPy/015 Introduction to NumPy.mp4
1.8 MB
04 NumPy/016 NumPy Arrays.mp4
18 MB
04 NumPy/017 Numpy Operations.mp4
5.3 MB
04 NumPy/018 Numpy Indexing.mp4
12 MB
04 NumPy/019 NumPy Review Exercise.mp4
7.8 MB
04 NumPy/020 Numpy Exercise Solutions.mp4
15 MB
05 General Pandas Overview/021 Welcome to Pandas.mp4
903 kB
05 General Pandas Overview/022 Introduction to Pandas.mp4
3.0 MB
05 General Pandas Overview/023 Series.mp4
8.5 MB
05 General Pandas Overview/024 DataFrames.mp4
23 MB
05 General Pandas Overview/025 DataFrames Part Two.mp4
24 MB
05 General Pandas Overview/026 DataFrames Part Three.mp4
11 MB
05 General Pandas Overview/027 Missing Data.mp4
7.1 MB
05 General Pandas Overview/028 Group By with Pandas.mp4
8.6 MB
05 General Pandas Overview/029 Merging Joining and Concatenating DataFrames.mp4
15 MB
05 General Pandas Overview/030 Pandas Common Operations.mp4
14 MB
05 General Pandas Overview/031 Data Input and Output.mp4
20 MB
05 General Pandas Overview/032 General Pandas Review Exercises.mp4
4.7 MB
05 General Pandas Overview/033 General Pandas Exercise Solutions.mp4
19 MB
06 Visualization with Matplotlib and Pandas/034 Welcome to Visualization.mp4
935 kB
06 Visualization with Matplotlib and Pandas/035 Introduction to Visualization in Python.mp4
2.0 MB
06 Visualization with Matplotlib and Pandas/036 Matplotlib Basics - Part One.mp4
23 MB
06 Visualization with Matplotlib and Pandas/037 Matplotlib Basics - Part Two.mp4
18 MB
06 Visualization with Matplotlib and Pandas/038 Matplotlib Part Three.mp4
17 MB
06 Visualization with Matplotlib and Pandas/039 Matplotlib Exercise.mp4
5.6 MB
06 Visualization with Matplotlib and Pandas/040 Matplotlib Exercise Solutions.mp4
16 MB
06 Visualization with Matplotlib and Pandas/041 Pandas Visualization Overview.mp4
17 MB
06 Visualization with Matplotlib and Pandas/042 Pandas Time Series Visualization.mp4
22 MB
06 Visualization with Matplotlib and Pandas/043 Pandas Visualization Exercise Overview.mp4
2.9 MB
06 Visualization with Matplotlib and Pandas/044 Pandas Visualization Exercise Solutions.mp4
17 MB
07 Data Sources/045 Introduction to Data Sources.mp4
1.5 MB
07 Data Sources/046 Pandas DataReader.mp4
5.3 MB
07 Data Sources/047 Quandl.mp4
15 MB
08 Pandas with Time Series Data/048 Welcome to Pandas for Time Series.mp4
507 kB
08 Pandas with Time Series Data/049 Introduction to Time Series with Pandas.mp4
1.1 MB
08 Pandas with Time Series Data/050 Datetime Index.mp4
11 MB
08 Pandas with Time Series Data/051 Time Resampling.mp4
19 MB
08 Pandas with Time Series Data/052 Time Shifts.mp4
9.1 MB
08 Pandas with Time Series Data/053 Pandas Rolling and Expanding.mp4
23 MB
09 Capstone Stock Market Analysis Project/054 Welcome to the Capstone Project.mp4
1.2 MB
09 Capstone Stock Market Analysis Project/055 Stock Market Analysis Project.mp4
14 MB
09 Capstone Stock Market Analysis Project/056 Stock Market Analysis Project Solutions Part One.mp4
35 MB
09 Capstone Stock Market Analysis Project/057 Python Stock Market Analysis Solutions - Part Two.mp4
15 MB
09 Capstone Stock Market Analysis Project/058 Stock Market Analysis Project Solutions Part Three.mp4
30 MB
09 Capstone Stock Market Analysis Project/059 Stock Market Analysis Project Solutions Part Four.mp4
12 MB
10 Time Series Analysis/060 Welcome to Time Series Analysis.mp4
1.4 MB
10 Time Series Analysis/061 Introduction to Time Series.mp4
3.2 MB
10 Time Series Analysis/062 Time Series Basics.mp4
4.1 MB
10 Time Series Analysis/063 Introduction to Statsmodels.mp4
22 MB
10 Time Series Analysis/064 ETS Theory.mp4
4.7 MB
10 Time Series Analysis/065 EWMA Theory.mp4
3.1 MB
10 Time Series Analysis/066 EWMA Code Along.mp4
20 MB
10 Time Series Analysis/067 ETS Code Along.mp4
8.3 MB
10 Time Series Analysis/068 ARIMA Theory.mp4
11 MB
10 Time Series Analysis/069 ACF and PACF.mp4
7.1 MB
10 Time Series Analysis/070 ARIMA with Statsmodels.mp4
15 MB
10 Time Series Analysis/071 ARIMA Code Part Two.mp4
19 MB
10 Time Series Analysis/072 ARIMA Code Part Three.mp4
8.4 MB
10 Time Series Analysis/073 ARIMA Code Part Four.mp4
20 MB
10 Time Series Analysis/074 Discussion on choosing PDQ.html
416 B
11 Python Finance Fundamentals/075 Welcome to Finance Fundamentals.mp4
1.4 MB
11 Python Finance Fundamentals/076 Introduction to Python Finance Fundamentals.mp4
963 kB
11 Python Finance Fundamentals/077 Sharpe Ratio Slides.mp4
8.2 MB
11 Python Finance Fundamentals/078 Portfolio Allocation Code Along Part One.mp4
22 MB
11 Python Finance Fundamentals/079 Portfolio Allocation Code Along Part Two.mp4
8.1 MB
11 Python Finance Fundamentals/080 Portfolio Optimization.mp4
5.7 MB
11 Python Finance Fundamentals/081 Portfolio Optimization Code Along One.mp4
18 MB
11 Python Finance Fundamentals/082 Portfolio Optimization Code Along Two.mp4
10 MB
11 Python Finance Fundamentals/083 Portfolio Optimization Code Along Three.mp4
26 MB
11 Python Finance Fundamentals/084 Key Financial Topics.mp4
1.2 MB
11 Python Finance Fundamentals/085 Types of Funds.mp4
6.9 MB
11 Python Finance Fundamentals/086 Order Books.mp4
16 MB
11 Python Finance Fundamentals/087 Short Selling.mp4
2.8 MB
11 Python Finance Fundamentals/088 CAPM - Capital Asset Pricing Model.mp4
5.9 MB
11 Python Finance Fundamentals/089 CAPM Code Along.mp4
16 MB
11 Python Finance Fundamentals/090 Stock Splits and Dividends.mp4
3.8 MB
11 Python Finance Fundamentals/091 EMH.mp4
2.3 MB
12 Basics of Algorithmic Trading with Quantopian/092 Welcome to the Quantopian Section.mp4
986 kB
12 Basics of Algorithmic Trading with Quantopian/093 Introduction to Quantopian.mp4
16 MB
12 Basics of Algorithmic Trading with Quantopian/094 Quantopian Research Basics.mp4
22 MB
12 Basics of Algorithmic Trading with Quantopian/095 Quantopian Algorithms Basics Part One.mp4
20 MB
12 Basics of Algorithmic Trading with Quantopian/096 Quantopian Algorithms Basics Part Two.mp4
21 MB
12 Basics of Algorithmic Trading with Quantopian/097 First Trading Algorithm - Part One.mp4
21 MB
12 Basics of Algorithmic Trading with Quantopian/098 First Trading Algorithm - Part Two.mp4
21 MB
12 Basics of Algorithmic Trading with Quantopian/099 Trading Algorithm Exercise.mp4
5.4 MB
12 Basics of Algorithmic Trading with Quantopian/100 Trading Algorithm Exercise Solutions Part One.mp4
15 MB
12 Basics of Algorithmic Trading with Quantopian/101 Trading Algorithm Exercise Solutions Part Two.mp4
3.0 MB
12 Basics of Algorithmic Trading with Quantopian/102 Quantopian Pipelines Factors.mp4
21 MB
12 Basics of Algorithmic Trading with Quantopian/103 Quantopian Pipelines Filters.mp4
8.8 MB
12 Basics of Algorithmic Trading with Quantopian/104 Quantopian Pipeline - Masking and Classifiers.mp4
14 MB
13 Advanced Quantopian and Trading Algorithms/105 Under Construction.html
408 B
13 Advanced Quantopian and Trading Algorithms/106 Welcome to Trading Algorithms.mp4
897 kB
13 Advanced Quantopian and Trading Algorithms/107 Pipeline Trading Algorithm Example - Code Along - Part One.mp4
16 MB
13 Advanced Quantopian and Trading Algorithms/108 Pipeline Trading Algorithm - Code Along - Part Two.mp4
14 MB
13 Advanced Quantopian and Trading Algorithms/109 Pipeline Trading Algorithm Code along Part Three.mp4
26 MB
13 Advanced Quantopian and Trading Algorithms/110 Leverage.mp4
17 MB
13 Advanced Quantopian and Trading Algorithms/111 Hedging.mp4
18 MB
13 Advanced Quantopian and Trading Algorithms/112 Hedging- Part Two.mp4
20 MB
13 Advanced Quantopian and Trading Algorithms/113 Portfolio Analysis with PyFolio.mp4
20 MB
13 Advanced Quantopian and Trading Algorithms/114 Stock Sentiment Analysis Project.mp4
21 MB
13 Advanced Quantopian and Trading Algorithms/115 What are Futures.mp4
10 MB
13 Advanced Quantopian and Trading Algorithms/116 Futures on Quantopian.mp4
27 MB
13 Advanced Quantopian and Trading Algorithms/117 Futures on Quantopian Part Two.mp4
33 MB