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Python & Machine Learning for Financial Analysis
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[TutsNode.com] - Python & Machine Learning for Financial Analysis (Size: 8.31 GB) (Files: 387)
[TutsNode.com] - Python & Machine Learning for Financial Analysis
18 - Predict Stocks Future Prices Using Machine and Deep Learning
013 Task 12.mp4
28075238-stock-volume.csv
28075236-stock.csv
013 Task 12_en.vtt
005 Task 4_en.vtt
003 Task 2_en.vtt
010 Task 9_en.vtt
011 Task 10_en.vtt
008 Task 7_en.vtt
007 Task 6_en.vtt
009 Task 8_en.vtt
001 Colab Notebooks - Predict Future Stock Prices Using MachineDeep Learning.html
012 Task 11_en.vtt
002 Task 1_en.vtt
006 Task 5_en.vtt
004 Task 3_en.vtt
external-assets-links.txt
003 Task 2.mp4
011 Task 10.mp4
005 Task 4.mp4
002 Task 1.mp4
012 Task 11.mp4
010 Task 9.mp4
008 Task 7.mp4
007 Task 6.mp4
009 Task 8.mp4
006 Task 5.mp4
004 Task 3.mp4
20 - Perform Sentiment Analysis On Stocks Data Using Natural Language Processing
28075442-stock-sentiment.csv
008 Task 7_en.vtt
004 Task 3_en.vtt
006 Task 5_en.vtt
007 Task 6_en.vtt
008 Task 7.mp4
005 Task 4_en.vtt
011 Task 10_en.vtt
010 Task 9_en.vtt
002 Task 1_en.vtt
003 Task 2_en.vtt
009 Task 8_en.vtt
external-assets-links.txt
001 Colab Notebooks - Perform Sentiment Analysis on Stocks Data.html
006 Task 5.mp4
007 Task 6.mp4
005 Task 4.mp4
004 Task 3.mp4
011 Task 10.mp4
003 Task 2.mp4
010 Task 9.mp4
002 Task 1.mp4
009 Task 8.mp4
14 - Stocks Data Analysis and Visualization in Python
003 Task 2_en.vtt
28075560-stock.csv
003 Task 2.mp4
004 Task 3_en.vtt
009 Task 8_en.vtt
007 Task 6_en.vtt
005 Task 4_en.vtt
external-assets-links.txt
001 Colab Notebooks - Stocks Data Analysis and Visualization in Python.html
008 Task 7_en.vtt
006 Task 5_en.vtt
002 Task 1_en.vtt
004 Task 3.mp4
007 Task 6.mp4
009 Task 8.mp4
005 Task 4.mp4
002 Task 1.mp4
008 Task 7.mp4
006 Task 5.mp4
08 - Python 101 Files Operations
28075934-sample-text-file.txt
28075926-S-P500-Stock-Data.csv
001 Colab Notebooks - Files Operations.html
28075920-fruits-input.txt
002 Reading & Writing Text Files_en.vtt
003 Reading & Writing CSV Files_en.vtt
28075928-sample-csv-file.csv
external-assets-links.txt
002 Reading & Writing Text Files.mp4
003 Reading & Writing CSV Files.mp4
09 - Python 101 Data Science Python Libraries for Data Analysis (Numpy)
001 Colab Notebooks - Numpy.html
006 Slicing & indexing_en.vtt
004 Shape Length Type_en.vtt
external-assets-links.txt
003 Built-in methods_en.vtt
007 Elements Selection_en.vtt
002 Numpy basics_en.vtt
005 Math operations_en.vtt
004 Shape Length Type.mp4
003 Built-in methods.mp4
006 Slicing & indexing.mp4
002 Numpy basics.mp4
005 Math operations.mp4
007 Elements Selection.mp4
15 - Asset Allocation and Statistical Data Analysis
005 Task 4.mp4
28075632-stock.csv
005 Task 4_en.vtt
002 Task 1_en.vtt
007 Task 6_en.vtt
009 Task 8_en.vtt
external-assets-links.txt
006 Task 5_en.vtt
004 Task 3_en.vtt
003 Task 2_en.vtt
008 Task 7_en.vtt
001 Colab Notebooks - Asset Allocation and Statistical Data Analysis.html
002 Task 1.mp4
009 Task 8.mp4
007 Task 6.mp4
004 Task 3.mp4
003 Task 2.mp4
006 Task 5.mp4
008 Task 7.mp4
11 - Python 101 Data Visualization with Matplotlib
28076362-stocks.csv
28076366-daily-returns.csv
002 Line Plot_en.vtt
external-assets-links.txt
001 Colab Notebooks - Data Visualization with Matplotlib.html
005 Histograms_en.vtt
004 Pie Chart_en.vtt
009 BoxPlot_en.vtt
007 Subplots_en.vtt
008 3D Plots_en.vtt
003 Scatterplot_en.vtt
006 Multiple Plots_en.vtt
002 Line Plot.mp4
009 BoxPlot.mp4
004 Pie Chart.mp4
005 Histograms.mp4
007 Subplots.mp4
008 3D Plots.mp4
003 Scatterplot.mp4
006 Multiple Plots.mp4
05 - Python 101 Comparison Operators, Logical Operators, and Conditional Statements
002 Comparison operators_en.vtt
001 Colab Notebooks - Comparison Operators, Logical Operators and If Statements.html
004 Conditional statements - Part #1_en.vtt
external-assets-links.txt
005 Conditional statements - Part #2_en.vtt
003 Logical operators_en.vtt
004 Conditional statements - Part #1.mp4
003 Logical operators.mp4
005 Conditional statements - Part #2.mp4
002 Comparison operators.mp4
01 - Course Introduction, Success Tips and Key Learning Outcomes
006 Python for Data Science Learning Path.html
007 Study Tips For Success.html
003 Course Outline and Key Learning Outcomes_en.vtt
002 Introduction, Success Tips & Best Practices and Key Learning Outcomes_en.vtt
004 Environment Setup & Course Materials Download_en.vtt
005 Google Colab Walkthrough_en.vtt
001 Welcome Message_en.vtt
002 Introduction, Success Tips & Best Practices and Key Learning Outcomes.mp4
003 Course Outline and Key Learning Outcomes.mp4
001 Welcome Message.mp4
005 Google Colab Walkthrough.mp4
004 Environment Setup & Course Materials Download.mp4
28076794-Python-for-Financial-Analysis-Course-Package.zip
19 - Perform Bank Market Segmentation Using Unsupervised Machine Learning Techniques
28075310-4.Marketing-data.csv
004 Visualize data_en.vtt
005 Understand K-means algorithm_en.vtt
003 Import libraries and datasets_en.vtt
011 Apply autoencoder_en.vtt
010 Train autoencoder_en.vtt
002 Problem statement and business case_en.vtt
007 Apply K-means clustering_en.vtt
008 Principal component analysis_en.vtt
009 Intuition of autoencoders_en.vtt
006 Obtain optimal K_en.vtt
external-assets-links.txt
001 Colab Notebooks - Perform Bank Customers Segmentation.html
004 Visualize data.mp4
003 Import libraries and datasets.mp4
005 Understand K-means algorithm.mp4
011 Apply autoencoder.mp4
007 Apply K-means clustering.mp4
010 Train autoencoder.mp4
008 Principal component analysis.mp4
002 Problem statement and business case.mp4
006 Obtain optimal K.mp4
009 Intuition of autoencoders.mp4
02 - PART #1 PYTHON PROGRAMMING FUNDAMENTALS
001 Introduction to Part #1 Python Programming Fundamentals_en.vtt
001 Introduction to Part #1 Python Programming Fundamentals.mp4
03 - Python 101 Variables Assignment, Math Operation, Precedence and PrintGet
001 Colab Notebooks - Variables Assignment, Math Ops, Precedence, and PrintGet.html
005 Print operation_en.vtt
external-assets-links.txt
006 Get User Input_en.vtt
002 Variable assignment_en.vtt
003 Math operations_en.vtt
004 Precedence_en.vtt
006 Get User Input.mp4
002 Variable assignment.mp4
003 Math operations.mp4
005 Print operation.mp4
004 Precedence.mp4
16 - Capital Asset Pricing Model (CAPM)
28075658-stock.csv
002 Task 1_en.vtt
005 Task 4_en.vtt
007 Task 6_en.vtt
external-assets-links.txt
008 Task 7_en.vtt
006 Task 5_en.vtt
003 Task 2_en.vtt
004 Task 3_en.vtt
001 Colab Notebooks - Capital Asset Pricing Model (CAPM).html
002 Task 1.mp4
005 Task 4.mp4
007 Task 6.mp4
008 Task 7.mp4
006 Task 5.mp4
003 Task 2.mp4
004 Task 3.mp4
12 - Python 101 Data Visualization with Seaborn
002 Data Visualization with Seaborn - Part #1_en.vtt
003 Data Visualization with Seaborn - Part #2_en.vtt
external-assets-links.txt
002 Data Visualization with Seaborn - Part #1.mp4
001 Colab Notebooks - Data Visualization with Seaborn.html
003 Data Visualization with Seaborn - Part #2.mp4
17 - PART #3 MACHINE AND DEEP LEARNING IN FINANCE
001 Introduction to Part #3 Machine and Deep Learning in Finance_en.vtt
001 Introduction to Part #3 Machine and Deep Learning in Finance.mp4
13 - PART #2 PYTHON FOR FINANCIAL ANALYSIS
001 Introduction to Part #2 Python for Financial Analysis_en.vtt
001 Introduction to Part #2 Python for Financial Analysis.mp4
04 - Python 101 Data Types
external-assets-links.txt
001 Colab Notebooks - Data Types.html
003 List_en.vtt
005 Strings_en.vtt
007 Sets_en.vtt
004 Dictionaries_en.vtt
002 Booleans_en.vtt
006 Tuples_en.vtt
003 List.mp4
005 Strings.mp4
006 Tuples.mp4
004 Dictionaries.mp4
007 Sets.mp4
002 Booleans.mp4
10 - Python 101 Data Science Python Libraries for Data Analysis (Pandas)
007 Mergingjoiningconcatenation_en.vtt
002 Pandas Introduction to Pandas and DataFrames_en.vtt
001 Colab Notebooks - Pandas.html
003 Reading HTML data, and applying functions, and sorting_en.vtt
external-assets-links.txt
28076080-bank-client-information.csv
005 Pandas with functions_en.vtt
004 DataFrame operations_en.vtt
006 Ordering and Sorting_en.vtt
002 Pandas Introduction to Pandas and DataFrames.mp4
007 Mergingjoiningconcatenation.mp4
003 Reading HTML data, and applying functions, and sorting.mp4
004 DataFrame operations.mp4
005 Pandas with functions.mp4
006 Ordering and Sorting.mp4
06 - Python 101 Loops
007 List comprehension_en.vtt
001 Colab Notebooks - ForWhile Loops, Range, List Comprehension.html
002 For loops_en.vtt
004 While Loops_en.vtt
external-assets-links.txt
006 Nested loops_en.vtt
003 Range_en.vtt
005 Break a loop_en.vtt
002 For loops.mp4
004 While Loops.mp4
007 List comprehension.mp4
003 Range.mp4
005 Break a loop.mp4
006 Nested loops.mp4
07 - Python 101 Functions
003 Custom functions_en.vtt
001 Colab Notebooks - Functions.html
external-assets-links.txt
005 Map_en.vtt
006 Filter_en.vtt
002 Functions built-in functions_en.vtt
004 Lambda expression_en.vtt
005 Map.mp4
003 Custom functions.mp4
006 Filter.mp4
004 Lambda expression.mp4
002 Functions built-in functions.mp4
TutsNode.com.txt
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