Python Tutorial for Beginners - Crash Course 2020 [FULL COURSE]

TABLE OF CONTENT

• Introduction 00:00:00
  Print() Statement 00:00:39
  Types of Objects 00:01:43
  Basic Mathematical Operations 00:07:08
  Basic String Operations 00:08:58
  Data Structures - Tuple 00:16:40
  Data Structures - List 00:26:13
  Data Structures - Dictionary 00:35:43
  Data Structures - Set 00:42:04
  Comparison Operators 00:52:43
  Flow Control - Branch 00:55:23
  Flow Control - Loop 01:01:23
  User Defined Function 01:07:00
  Main Check Statement 01:15:40

• Data Collection
  Read, Write Text Files 01:19:21
  Read, Write CSV, XLS, XLSX Files 01:28:18

• Data Pre-processing and Exploration
  Pandas - loc[] and iloc[] 01:34:25
  Pandas - Descriptive Statistics 01:44:13
  Pandas - Statistical Functions 01:50:16
  Pandas - Dealing with Missing Data 01:57:12
  Pandas - Dealing with Multiple Tables 02:11:18
  Pandas - Dealing with Time-Series Data 02:20:14
  Pandas - Groupby() 02:27:27
  Numpy - Introduction 02:39:59

• Mathematical Model Development
  Scipy - Linear Algebra 03:00:20
  Scipy - Fourier Transforms 03:10:51
  Scipy - Optimization 03:27:34
  Scipy - Integration 03:40:15

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