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Course Introduction 4
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Why Python?Lecture1.1
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Introduction to Google ColabLecture1.2
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Worksheet 1Lecture1.320 min
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Worksheet 1 SolutionsLecture1.418 min
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Python Fundamentals 12
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IntroductionLecture2.102 min
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Python Character SetLecture2.208 min
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TokensLecture2.319 min
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Quiz 1Quiz2.115 questions
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Variable & AssignmentsLecture2.413 min
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Simple Input & OutputLecture2.509 min
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SummaryLecture2.601 min
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Quiz 2Quiz2.215 questions
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Worksheet 2.1Lecture2.7
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Worksheet 2.1 SolutionsLecture2.821 min
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Worksheet 2.2Lecture2.9
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Worksheet 2.2 SolutionsLecture2.1023 min
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Data Handling 15
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IntroductionLecture3.102 min
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Data TypesLecture3.230 min
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Quiz 3Quiz3.115 questions
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OperatorsLecture3.328 min
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Quiz 4Quiz3.215 questions
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Mutable & Immutable DataLecture3.410 min
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ExpressionsLecture3.505 min
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Working with Math ModulesLecture3.609 min
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Quiz 5Quiz3.315 questions
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Worksheet 3.1Lecture3.7
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Worksheet 3.1 SolutionsLecture3.827 min
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Worksheet 3.2Lecture3.9
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Worksheet 3.2 SolutionsLecture3.1023 min
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Worksheet 3.3Lecture3.11
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Worksheet 3.3 SolutionsLecture3.1222 min
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Flow of Control 15
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IntroductionLecture4.103 min
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Types of Statements in PythonLecture4.204 min
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Statement Flow ControlLecture4.308 min
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If Statement & If-Else StatementLecture4.406 min
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Elif Statement & Nested If StatementLecture4.511 min
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Quiz 6Quiz4.115 questions
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The Range() FunctionLecture4.605 min
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Iteration/Looping StatementsLecture4.709 min
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Quiz 7Quiz4.215 questions
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Worksheet 4.1Lecture4.8
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Worksheet 4.1 SolutionsLecture4.9
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Worksheet 4.2Lecture4.10
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Worksheet 4.2 SolutionsLecture4.11
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Worksheet 4.3Lecture4.12
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Worksheet 4.3 SolutionsLecture4.13
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List Manipulation 12
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Creating and Accessing ListsLecture5.119 min
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List OperationsLecture5.208 min
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Quiz 8Quiz5.115 questions
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Making True Copy of the ListLecture5.307 min
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List Functions and MethodsLecture5.419 min
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Quiz 9Quiz5.210 questions
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Worksheet 5.1Lecture5.5
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Worksheet 5.1 SolutionsLecture5.6
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Worksheet 5.2Lecture5.7
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Worksheet 5.2 SolutionsLecture5.8
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Worksheet 5.3Lecture5.9
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Worksheet 5.3 SolutionsLecture5.10
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Dictionaries 10
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Introduction Dictionary – Key: Value PairLecture6.108 min
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Working with DictionariesLecture6.214 min
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Dictionary Functions and MethodsLecture6.304 min
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Quiz 10Quiz6.110 questions
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Worksheet 6.1Lecture6.4
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Worksheet 6.1 SolutionLecture6.5
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Worksheet 6.2Lecture6.6
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Worksheet 6.2 SolutionLecture6.7
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Worksheet 6.3Lecture6.8
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Worksheet 6.3 SolutionLecture6.9
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Functions 9
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Introduction to FunctionsLecture7.118 min
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Building Functions with PythonLecture7.213 min
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Quiz 11Quiz7.110 questions
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Worksheet 7.1Lecture7.3
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Worksheet 7.1 SolutionLecture7.4
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Worksheet 7.2Lecture7.5
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Worksheet 7.2 SolutionLecture7.6
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Worksheet 7.3Lecture7.7
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Worksheet 7.3 SolutionLecture7.8
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Working with Files 4
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Working with a Text FileLecture8.109 min
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Working with Other File FormatsLecture8.207 min
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Working with CSV FileLecture8.309 min
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Working with PDF FileLecture8.4
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Numpy 4
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Why Numpy? Numpy Array VS Python ListLecture9.108 min
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How to Use NumpyLecture9.214 min
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Basic Operations in NumpyLecture9.315 min
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Numpy 2D ArrayLecture9.408 min
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Pandas Crash Course ( To Be Released ) 14
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Intro to PandasLecture10.110 min
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Hands-on Pandas Inspection of DataLecture10.214 min
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Built-in Functions, Attributes and MethodsLecture10.311 min
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Tips and tricks for better productivityLecture10.405 min
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Selecting ColumnsLecture10.508 min
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Selecting Rows with iloc & locLecture10.6
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Pandas SeriesLecture10.7
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Importing Time-Series data from CSV FileLecture10.8
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Converting strings to datetime objectsLecture10.9
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Initial Analysis and Visualization of TimeSeriesLecture10.10
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Indexing and Slicing Time SeriesLecture10.11
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Initial Inspection and Visualization of Financial Time SeriesLecture10.12
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Normalizing Time Series to a Base Value (100)Lecture10.13
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Hands-on: Importing Excel-Files to PythonLecture10.14
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Visulaization with Pandas and Matplotlib ( To Be Released ) 7
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Introduction to the VisualizationLecture11.1
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Visualizaton with Matplotlib Part 1Lecture11.2
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Visualizaton with Matplotlib Part 2Lecture11.3
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Visualizaton with Matplotlib Part 3Lecture11.4
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Visulaization with Pandas Part 1Lecture11.5
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Visulaization with Pandas Part 2Lecture11.6
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Visulaization with Pandas Part 3Lecture11.7
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Importing Financial Data from Yahoo Finance ( To Be Released ) 6
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Register and get your API Key on FXCMLecture12.1
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Hands on APILecture12.2
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Importing Currency Exchange & CryptoCurrency Data by FXCMLecture12.3
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Setting Specific Time Period and FrequencyLecture12.4
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Stock Indexes, Commodities & CryptocurrenciesLecture12.5
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Streaming High Frequency Real time Data By FXCMLecture12.6
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Importing Financial Data from Alpha Vantage ( To Be Released ) 12
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Getting Data of TESLA Stock by YFinanceLecture13.1
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Customising the Stock Data by YFinanceLecture13.2
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Stock Split and Dividends by YFinanceLecture13.3
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Exporting to CSV/ Excel File by YFinanceLecture13.4
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Importing multiples stocks and Financial Indexes Data by YFinanceLecture13.5
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Importing Currency Exchange & CryptoCurrency Data by YFinanceLecture13.6
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Importing Mutual Funds, ETFs & Treasury Yields Data by YFinanceLecture13.7
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Stock Fundamentals, Meta Info and Performance Metrics by YFinanceLecture13.8
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Financials (Balancesheet, Cashflows, P&L) by YFinanceQuiz13.10 question
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Financials (Balancesheet, Cashflows, P&L) by YFinanceLecture13.9
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Put and Call Options by YFinanceLecture13.10
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Stream Real Time data from YFinance by YFinanceLecture13.11
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Importing Financial Data from FXCM ( To Be Released ) 9
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Register and get your API Key on Alpha VantageLecture14.1
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Hands on APILecture14.2
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Getting Data of TESLA Stock by Alpha VantageLecture14.3
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Setting specific Time PeriodLecture14.4
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Stock Split and Dividends by Alpha VantageLecture14.5
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Converting to DatetimeIndexLecture14.6
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Frequency SettingLecture14.7
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Real time data and Technical IndicatorsLecture14.8
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Importing Currency Exchange & CryptoCurrency Data by Alpha VantageLecture14.9
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Importing Financial Data from OANDA (for US & Canadian Residents) ( To Be Released ) 4
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Register and get your API Key on OANDALecture15.1
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Hands on APILecture15.2
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Get Historical DataLecture15.3
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Streaming High Frequency Real time Data By OANDALecture15.4
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Importing Financial Data from EOD ( To Be Released ) 12
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Getting Data of TESLA Stock by EODLecture16.1
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Customising the Stock Data by EODLecture16.2
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Stock Split and Dividends by EODLecture16.3
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Importing multiples stocks and Financial Indexes Data by EODLecture16.4
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Importing Currency Exchange & CryptoCurrency Data by EODLecture16.5
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Importing Mutual Funds, ETFs & Treasury Yields Data by EODLecture16.6
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Stock Fundamentals, Meta Info and Performance Metrics by EODLecture16.7
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Financials (Balancesheet, Cashflows, P&L) by EODLecture16.8
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Put and Call Options by EODLecture16.9
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Stream Real Time data from YFinance by EODLecture16.10
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All about Bond Data – Fundamentals, Ratings, Historical Prices and YieldsLecture16.11
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Bulk Data Download by EODLecture16.12
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Capstone Project Stock Market Data Analysis ( To Be Released ) 1
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Capstone Project Stock Market Data AnalysisLecture17.1
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