Quantitative Finance & Algorithmic Trading in Python

[0dayddl]

2.88 GB | 11min 43s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English


Files Included :

1 Introduction.mp4 (5.46 MB)
2 Why to use Python.mp4 (5.06 MB)
3 Financial models.mp4 (12.05 MB)
1 Installing Python.mp4 (14.7 MB)
2 Installing PyCharm.mp4 (22.79 MB)
1 Present value and future value of money.mp4 (26.56 MB)
2 Time value of money implementation.mp4 (43.05 MB)
4 Standard investment asset classes.mp4 (24.94 MB)
5 Stocks and shares.mp4 (43.05 MB)
6 How stock exchanges work.mp4 (21.67 MB)
8 Commodities.mp4 (12.9 MB)
9 Currencies and the FOREX.mp4 (60.05 MB)
11 Short and long positions.mp4 (18.3 MB)
1 What are bonds.mp4 (15.05 MB)
2 Yields and yield to maturity.mp4 (18.83 MB)
3 Interest rates and bonds.mp4 (14.77 MB)
4 Macaulay duration.mp4 (9.67 MB)
5 Risks with bonds.mp4 (4.27 MB)
6 Bonds and monetary policy.mp4 (23.05 MB)
7 Stocks and bonds.mp4 (3.88 MB)
1 Bonds pricing implementation I.mp4 (29.89 MB)
2 Bonds pricing implementation II.mp4 (35.89 MB)
1 What are mean, variance and correlation.mp4 (18.74 MB)
3 The main idea - diverzification.mp4 (14.51 MB)
5 Mathematical formulation.mp4 (14.39 MB)
6 Expected return of the portfolio.mp4 (22.6 MB)
7 Expected variance (risk) of the portfolio.mp4 (25.99 MB)
8 Efficient frontier.mp4 (19.91 MB)
9 Sharpe ratio.mp4 (10.08 MB)
10 Capital allocation line.mp4 (18.99 MB)
1 Markowitz model implementation I.mp4 (25.18 MB)
2 Markowitz model implementation II.mp4 (60.4 MB)
3 Markowitz model implementation III.mp4 (46.36 MB)
4 Markowitz model implementation IV.mp4 (79.85 MB)
5 Markowitz model implementation V.mp4 (18.53 MB)
1 Systematic and unsystematic risk.mp4 (7.88 MB)
2 Capital asset pricing model formula.mp4 (17.91 MB)
3 The beta value.mp4 (21.33 MB)
4 What is linear regression.mp4 (36.52 MB)
5 Capital asset pricing model and linear regression.mp4 (9.47 MB)
1 Capital asset pricing model implementation I.mp4 (15.01 MB)
2 Capital asset pricing model implementation II.mp4 (59.73 MB)
3 Capital asset pricing model implementation III.mp4 (40.1 MB)
5 Solution - normal distribution of returns.mp4 (11.83 MB)
1 Introduction to derivatives.mp4 (40.45 MB)
3 Understanding leverage and margin.mp4 (45.97 MB)
5 Forward and future contracts.mp4 (6.57 MB)
6 Swaps and interest rate swaps.mp4 (16.94 MB)
7 Credit default swap (CDS).mp4 (7.04 MB)
8 Options basics.mp4 (8.83 MB)
9 Call option.mp4 (11.89 MB)
10 Put option.mp4 (6.13 MB)
11 American and european options.mp4 (2.7 MB)
1 Forward contracts introduction.mp4 (26.24 MB)
2 Currency forwards.mp4 (40.63 MB)
3 Interest rate forwards (a k a FRA).mp4 (42.33 MB)
1 Future contracts introduction.mp4 (20.24 MB)
2 Delivery types.mp4 (18.8 MB)
1 Types of analysis.mp4 (14.12 MB)
2 Random behavior of returns.mp4 (12.43 MB)
3 Wiener-processes and random walks.mp4 (52.43 MB)
4 Wiener-process implementation.mp4 (37.45 MB)
5 Stochastic calculus introduction.mp4 (18.47 MB)
6 Ito's lemma in higher dimensions.mp4 (24.69 MB)
7 Solving the geometric random walk equation.mp4 (10.1 MB)
8 Geometric brownian motion implementation.mp4 (29.13 MB)
1 Black-Scholes model introduction - the portfolio.mp4 (34.04 MB)
2 Black-Scholes model introduction - dynamic delta hedge.mp4 (29.49 MB)
3 Black-Scholes model introduction - no arbitrage principle.mp4 (10.38 MB)
4 Solution to Black-Scholes equation.mp4 (8.38 MB)
5 The greeks.mp4 (9.49 MB)
6 How to make money with Black-Scholes model.mp4 (8.9 MB)
7 Long Term Capital Management (LTCM).mp4 (34.09 MB)
1 Black-Scholes model implementation.mp4 (30.76 MB)
2 What is Monte-Carlo simulation.mp4 (17.73 MB)
3 Predicting stock prices with Monte-Carlo simulation.mp4 (53.99 MB)
4 Black-Scholes model implementation with Monte-Carlo simulation I.mp4 (10.32 MB)
5 Black-Scholes model implementation with Monte-Carlo simulation II.mp4 (23.09 MB)
6 Black-Scholes model implementation with Monte-Carlo simulation III.mp4 (15.65 MB)
1 What is Value-at-Risk.mp4 (25.82 MB)
2 Value-at-Risk introduction.mp4 (20.82 MB)
3 Value at risk implementation.mp4 (30.8 MB)
4 Value at risk implementation with Monte-Carlo simulation I.mp4 (54.65 MB)
5 Value at risk implementation with Monte-Carlo simulation II.mp4 (9.26 MB)
1 What are CDOs.mp4 (9.02 MB)
2 CDOs and diverzification.mp4 (11.14 MB)
3 CDO tranches.mp4 (4.93 MB)
4 The financial crisis of 2007-2008.mp4 (20.84 MB)
1 Why to use interest rate models.mp4 (7.27 MB)
2 The Ornstein-Uhlenbeck process introduction.mp4 (19.6 MB)
3 The Ornstein-Uhlenbeck process implementation.mp4 (14 MB)
4 Vasicek model introduction.mp4 (12.37 MB)
5 Vasicek model implementation.mp4 (11.28 MB)
1 Bond pricing with the Vasicek model I.mp4 (14.72 MB)
2 Bond pricing with the Vasicek model II.mp4 (20.84 MB)
3 Bond pricing with the Vasicek model III.mp4 (14.54 MB)
1 Value investing.mp4 (21.83 MB)
2 Efficient market hypothesis.mp4 (9.39 MB)
1 Python crash course introduction.mp4 (3.96 MB)
1 First steps in Python.mp4 (7.37 MB)
2 What are the basic data types.mp4 (7.7 MB)
3 Booleans.mp4 (3.52 MB)
4 Strings.mp4 (14.57 MB)
5 String slicing.mp4 (12.66 MB)
6 Type casting.mp4 (8.18 MB)
7 Operators.mp4 (10.69 MB)
8 Conditional statements.mp4 (8.57 MB)
9 How to use multiple conditions.mp4 (15.96 MB)
12 Logical operators.mp4 (8.05 MB)
13 Loops - for loop.mp4 (9.55 MB)
14 Loops - while loop.mp4 (7.55 MB)
17 What are nested loops.mp4 (5.95 MB)
18 Enumerate.mp4 (7.69 MB)
19 Break and continue.mp4 (9.91 MB)
20 Calculating Fibonacci-numbers.mp4 (4.02 MB)
1 What are functions.mp4 (8.1 MB)
2 Defining functions.mp4 (9.6 MB)
3 Positional arguments and keyword arguments.mp4 (22.2 MB)
4 Returning values.mp4 (8.77 MB)
5 Returning multiple values.mp4 (6 MB)
8 Yield operator.mp4 (9.15 MB)
9 Local and global variables.mp4 (4.25 MB)
10 What are the most relevant built-in functions.mp4 (7.63 MB)
11 What is recursion.mp4 (17.39 MB)
14 Local vs global variables.mp4 (7.83 MB)
15 The main function.mp4 (7.33 MB)
1 How to measure the running time of algorithms.mp4 (18.3 MB)
2 Data structures introduction.mp4 (6.72 MB)
3 What are array data structures I.mp4 (12.28 MB)
4 What are array data structures II.mp4 (12.31 MB)
5 Lists in Python.mp4 (10.52 MB)
6 Lists in Python - advanced operations.mp4 (18.6 MB)
7 Lists in Python - list comprehension.mp4 (24.69 MB)
12 What are tuples.mp4 (7.52 MB)
13 Mutability and immutability.mp4 (8.7 MB)
14 What are linked list data structures.mp4 (20.76 MB)
15 Doubly linked list implementation in Python.mp4 (11.43 MB)
16 Hashing and O(1) running time complexity.mp4 (23.13 MB)
17 Dictionaries in Python.mp4 (19.43 MB)
18 Sets in Python.mp4 (26.05 MB)
21 Sorting.mp4 (23.76 MB)
1 What is object oriented programming (OOP).mp4 (5.24 MB)
2 Class and objects basics.mp4 (5.38 MB)
3 Using the constructor.mp4 (17.82 MB)
4 Class variables and instance variables.mp4 (14.67 MB)
7 Private variables and name mangling.mp4 (12.18 MB)
8 What is inheritance in OOP.mp4 (8.13 MB)
9 The super keyword.mp4 (9.14 MB)
10 Function (method) override.mp4 (6.46 MB)
11 What is polymorphism.mp4 (16.18 MB)
12 Polymorphism and abstraction example.mp4 (13.71 MB)
15 Modules.mp4 (11.04 MB)
16 The str function.mp4 (7.66 MB)
17 Comparing objects - overriding functions.mp4 (17.12 MB)
1 What is the key advantage of NumPy.mp4 (8.15 MB)
2 Creating and updating arrays.mp4 (16.76 MB)
3 Dimension of arrays.mp4 (18.44 MB)
4 Indexes and slicing.mp4 (16.72 MB)
5 Types.mp4 (9.92 MB)
6 Reshape.mp4 (16.97 MB)
9 Stacking and merging arrays.mp4 (17.22 MB)
10 Filter.mp4 (7.65 MB)

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