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Udemy - Python for Finance: Investment Fundamentals & Data Analytics [Course Drive]

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Udemy - Python for Finance: Investment Fundamentals & Data Analytics [Course Drive]

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Udemy - Python for Finance: Investment Fundamentals & Data Analytics [Course Drive]
Course Downloaded from coursedrive.org.txt
TXT
538 B
Python for Finance - Investment Fundamentals & Data Analytics
01 Welcome Course Introduction
001 What Does the Course Cover.mp4
MP4
13.06 MB
002 Download Useful Resources - Exercises and Solutions.mp4
MP4
8.21 MB
Must Read.txt
TXT
540 B
Visit Coursedrive.org.url
URL
124 B
02 Introduction to programming with Python
003 Programming Explained in 5 Minutes.mp4
MP4
14.9 MB
004 Why Python.mp4
MP4
15.66 MB
005 Why Jupyter.mp4
MP4
9.86 MB
006 Installing Python and Jupyter.mp4
MP4
15.48 MB
007 Jupyters Interface the Dashboard.mp4
MP4
6.38 MB
008 Jupyters Interface Prerequisites for Coding.mp4
MP4
12.31 MB
attached_files
003 Programming Explained in 5 Minutes
Python-for-Finance-Course-Notes-Part-I.pdf
PDF
2.23 MB
quizzes
001 Programming Explained in 5 Minutes.html
HTML
3.69 KB
002 Why Python.html
HTML
3.66 KB
003 Why Jupyter.html
HTML
3.58 KB
004 Jupyters Interface.html
HTML
4.67 KB
03 Python Variables and Data Types
009 Variables.mp4
MP4
7.22 MB
010 Numbers and Boolean Values.mp4
MP4
6.57 MB
011 Strings.mp4
MP4
11.94 MB
ReadMe.txt
TXT
538 B
Visit Coursedrive.org.url
URL
124 B
quizzes
005 Variables.html
HTML
2.58 KB
006 Numbers and Boolean Values.html
HTML
2.46 KB
007 Strings.html
HTML
4.69 KB
04 Basic Python Syntax
012 Arithmetic Operators.mp4
MP4
7.16 MB
013 The Double Equality Sign.mp4
MP4
2.86 MB
014 Reassign Values.mp4
MP4
2.08 MB
015 Add Comments.mp4
MP4
2.62 MB
016 Line Continuation.mp4
MP4
1.35 MB
017 Indexing Elements.mp4
MP4
2.64 MB
018 Structure Your Code with Indentation.mp4
MP4
3.25 MB
quizzes
008 Arithmetic Operators.html
HTML
2.48 KB
009 The Double Equality Sign.html
HTML
2.48 KB
010 Reassign values.html
HTML
2.71 KB
011 Add Comments.html
HTML
2.49 KB
012 Indexing Elements.html
HTML
2.5 KB
013 Structure Your Code with Indentation.html
HTML
2.48 KB
05 Python Operators Continued
019 Comparison Operators.mp4
MP4
4.2 MB
020 Logical and Identity Operators.mp4
MP4
11.88 MB
quizzes
014 Comparison Operators.html
HTML
3.45 KB
015 Logical and Identity Operators.html
HTML
3.25 KB
06 Conditional Statements
021 Introduction to the IF statement.mp4
MP4
5.7 MB
022 Add an ELSE statement.mp4
MP4
5.24 MB
023 Else if for Brief ELIF.mp4
MP4
11.45 MB
024 A Note on Boolean values.mp4
MP4
4.44 MB
ReadMe.txt
TXT
538 B
Visit Coursedrive.org.url
URL
124 B
quizzes
016 Introduction to the IF statement.html
HTML
2.63 KB
017 A Note on Boolean Values.html
HTML
2.5 KB
07 Python Functions
025 Defining a Function in Python.mp4
MP4
3.6 MB
026 Creating a Function with a Parameter.mp4
MP4
8.11 MB
027 Another Way to Define a Function.mp4
MP4
5.29 MB
028 Using a Function in another Function.mp4
MP4
3.25 MB
029 Creating Functions Containing a Few Arguments.mp4
MP4
2.52 MB
030 Combining Conditional Statements and Functions.mp4
MP4
6.21 MB
031 Creating Functions Containing a Few Arguments.mp4
MP4
2.52 MB
032 Notable Built-in Functions in Python.mp4
MP4
8.45 MB
quizzes
018 Functions.html
HTML
3.86 KB
08 Python Sequences
033 Lists.mp4
MP4
8.37 MB
034 Using Methods.mp4
MP4
7.23 MB
035 List Slicing.mp4
MP4
10.35 MB
036 Tuples.mp4
MP4
6.48 MB
037 Dictionaries.mp4
MP4
9.03 MB
quizzes
019 Lists.html
HTML
2.42 KB
020 Using Methods.html
HTML
2.67 KB
021 Dictionaries.html
HTML
2.67 KB
09 Using Iterations in Python
038 For Loops.mp4
MP4
4.84 MB
039 While Loops and Incrementing.mp4
MP4
6.67 MB
040 Create Lists with the range Function.mp4
MP4
4.46 MB
041 Use Conditional Statements and Loops Together.mp4
MP4
6.05 MB
042 All In Conditional Statements Functions and Loops.mp4
MP4
4.36 MB
043 Iterating over Dictionaries.mp4
MP4
6.46 MB
quizzes
022 For Loops.html
HTML
2.43 KB
023 Create Lists with the range Function.html
HTML
2.73 KB
10 Useful tips and tools
044 Object Oriented Programming.mp4
MP4
9.47 MB
045 Modules and Packages.mp4
MP4
2.47 MB
046 The Standard Library.mp4
MP4
5.87 MB
047 Importing Modules.mp4
MP4
8.29 MB
048 Must-have packages for Finance and Data Science.mp4
MP4
12.42 MB
049 Working with arrays.mp4
MP4
11.21 MB
050 Generating Random Numbers.mp4
MP4
5.66 MB
051 Importing and Organizing Data in Python part I.mp4
MP4
9.54 MB
052 Importing and Organizing Data in Python part II.mp4
MP4
21.48 MB
053 Importing and Organizing Data in Python part III.mp4
MP4
11.54 MB
ReadMe.txt
TXT
538 B
Visit Coursedrive.org.url
URL
124 B
quizzes
024 Object Oriented Programming - Quiz.html
HTML
3.36 KB
025 Modules - Quiz.html
HTML
3.42 KB
026 The Standard Library - Quiz.html
HTML
2.51 KB
027 Importing Modules - Quiz.html
HTML
3.47 KB
028 Must-have packages - Quiz.html
HTML
4.57 KB
11 PART II FINANCE Calculating and Comparing Rates of Return in Python
054 Considering both risk and return.mp4
MP4
11.59 MB
055 What are we going to see next.mp4
MP4
5.47 MB
056 Calculating a securitys rate of return.mp4
MP4
11.54 MB
057 Calculating a Securitys Rate of Return in Python Simple Returns Part I.mp4
MP4
13.95 MB
058 Calculating a Securitys Rate of Return in Python Simple Returns Part II.mp4
MP4
7.69 MB
059 Calculating a Securitys Return in Python Logarithmic Returns.mp4
MP4
9.02 MB
060 What is a portfolio of securities and how to calculate its rate of return.mp4
MP4
5.69 MB
061 Calculating the Rate of Return of a Portfolio of Securities.mp4
MP4
22.3 MB
062 Popular stock indices that can help us understand financial markets.mp4
MP4
7.72 MB
063 Calculating the Rate of Return of Indices.mp4
MP4
12.59 MB
attached_files
054 Considering both risk and return
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
055 What are we going to see next
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (1).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (2).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (3).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (4).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
029 Risk and return - Quiz.html
HTML
2.59 KB
030 Calculating a securitys rate of return.html
HTML
2.72 KB
031 What is a portfolio of securities and how to calculate its rate of return - Quiz.html
HTML
2.65 KB
032 Which of the following is not an index - Quiz.html
HTML
2.43 KB
12 PART II Finance Measuring Investment Risk
064 How do we measure a securitys risk.mp4
MP4
12.49 MB
065 Calculating a Securitys Risk in Python.mp4
MP4
16.39 MB
066 The benefits of portfolio diversification.mp4
MP4
8.18 MB
067 Calculating the covariance between securities.mp4
MP4
7.69 MB
068 Measuring the correlation between stocks.mp4
MP4
7.65 MB
069 Calculating Covariance and Correlation.mp4
MP4
12.19 MB
070 Considering the risk of multiple securities in a portfolio.mp4
MP4
14.3 MB
071 Calculating Portfolio Risk.mp4
MP4
6.34 MB
072 Understanding Systematic vs. Idiosyncratic risk.mp4
MP4
6.97 MB
073 Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio.mp4
MP4
10.42 MB
attached_files
064 How do we measure a securitys risk
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
066 The benefits of portfolio diversification
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
067 Calculating the covariance between securities
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
068 Measuring the correlation between stocks
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
070 Considering the risk of multiple securities in a portfolio
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
072 Understanding Systematic vs. Idiosyncratic risk
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (1).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (2).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (3).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (4).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (5).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
033 Which of the following sentences is true - Quiz.html
HTML
2.66 KB
034 Investing in stocks - Quiz.html
HTML
2.57 KB
035 Covariance - Quiz.html
HTML
2.71 KB
036 Correlation - Quiz.html
HTML
2.48 KB
037 Diversifiable Risk - Quiz.html
HTML
2.57 KB
13 PART II Finance - Using Regressions for Financial Analysis
074 The fundamentals of simple regression analysis.mp4
MP4
7.44 MB
075 Running a Regression in Python.mp4
MP4
14.24 MB
076 Are all regressions created equal Learning how to distinguish good regressions.mp4
MP4
10.55 MB
077 Computing Alpha Beta and R Squared in Python.mp4
MP4
14.44 MB
attached_files
074 The fundamentals of simple regression analysis
Housing-Data.xlsx
XLSX
14.44 KB
075 Running a Regression in Python
Housing.xlsx
XLSX
10.04 KB
077 Computing Alpha Beta and R Squared in Python
Housing.xlsx
XLSX
10.04 KB
Housing (1).xlsx
XLSX
10.04 KB
Housing-Data.xlsx
XLSX
14.44 KB
Housing.xlsx
XLSX
10.04 KB
Python-for-Finance-Course-Notes-Part-II (1).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
038 Regressions - Quiz.html
HTML
2.53 KB
039 Regressions - Quiz.html
HTML
2.52 KB
14 PART II Finance - Markowitz Portfolio Optimization
078 Markowitz Portfolio Theory - One of the main pillars of modern Finance.mp4
MP4
13.32 MB
079 Obtaining the Efficient Frontier in Python Part I.mp4
MP4
12.53 MB
080 Obtaining the Efficient Frontier in Python Part II.mp4
MP4
16.03 MB
081 Obtaining the Efficient Frontier in Python Part III.mp4
MP4
5.4 MB
ReadMe.txt
TXT
538 B
Visit Coursedrive.org.url
URL
124 B
attached_files
14.Markowitz-Efficient-frontier.xlsx
XLSX
15.49 KB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
040 Markowitz - Quiz.html
HTML
2.61 KB
15 Part II Finance - The Capital Asset Pricing Model
082 The intuition behind the Capital Asset Pricing Model CAPM.mp4
MP4
10.02 MB
083 Understanding and calculating a securitys Beta.mp4
MP4
8.29 MB
084 Calculating the Beta of a Stock.mp4
MP4
8.27 MB
085 The CAPM formula.mp4
MP4
7.66 MB
086 Calculating the Expected Return of a Stock CAPM.mp4
MP4
5.31 MB
087 Introducing the Sharpe ratio and the way it can be applied in practice.mp4
MP4
5.09 MB
088 Obtaining the Sharpe ratio in Python.mp4
MP4
2.67 MB
089 Measuring alpha and verifying how good or bad a portfolio manager is doing.mp4
MP4
8.32 MB
attached_files
083 Understanding and calculating a securitys Beta
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
085 The CAPM formula
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (1).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (2).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (3).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (4).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
041 CAPM - Quiz.html
HTML
2.62 KB
042 Beta - Quiz.html
HTML
2.48 KB
043 CAPM - Quiz.html
HTML
2.55 KB
044 Sharpe ratios - Quiz.html
HTML
2.57 KB
045 Alpha - Quiz.html
HTML
2.49 KB
16 Part II Finance Multivariate regression analysis
090 Multivariate regression analysis - a valuable tool for finance practitioners.mp4
MP4
12.44 MB
091 Running a multivariate regression in Python.mp4
MP4
21.81 MB
attached_files
Housing.xlsx
XLSX
10.04 KB
Python-for-Finance-Course-Notes-Part-II (4).pdf
PDF
1.36 MB
quizzes
046 Multivariate Regressions - Quiz.html
HTML
2.54 KB
17 PART II Finance - Monte Carlo simulations as a decision-making tool
An Introduction to Derivative Contracts.mp4
MP4
12.21 MB
Forecasting Stock Prices with a Monte Carlo Simulation.mp4
MP4
8.31 MB
Monte Carlo - Black-Scholes-Merton.mp4
MP4
13.61 MB
Monte Carlo - Euler Discretization - Part I.mp4
MP4
14.42 MB
Monte Carlo - Euler Discretization - Part II.mp4
MP4
5.43 MB
Monte Carlo - Forecasting Stock Prices - Part I.mp4
MP4
8.21 MB
Monte Carlo - Forecasting Stock Prices - Part II.mp4
MP4
10.86 MB
Monte Carlo - Forecasting Stock Prices - Part III.mp4
MP4
10.25 MB
Monte Carlo - Predicting Gross Profit – Part I.mp4
MP4
18.6 MB
Monte Carlo - Predicting Gross Profit – Part II.mp4
MP4
6.69 MB
Monte Carlo applied in a Corporate Finance context.mp4
MP4
5.93 MB
ReadMe.txt
TXT
538 B
The Black Scholes Formula for Option Pricing.mp4
MP4
8.95 MB
The essence of Monte Carlo simulations.mp4
MP4
5.11 MB
Visit Coursedrive.org.url
URL
124 B
attached_files
Python-for-Finance-Course-Notes-Part-II (1).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (2).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II (3).pdf
PDF
1.36 MB
Python-for-Finance-Course-Notes-Part-II.pdf
PDF
1.36 MB
quizzes
047 Monte Carlo - Quiz.html
HTML
2.65 KB
ReadMe.txt
TXT
538 B
Visit Coursedrive.org.url
URL
124 B
Visit Coursedrive.org.url
URL
124 B

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