Python Training
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Day 1 - Why we need a programming language | Print() function |variables | System() function | Storing multiple data| Data structures | Tuple data structure | List data structure | Len() function | Difference between list and tuple | Slicing operator| Numpy library| Array data structure| Pip command (156:01)
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Summary - Why we need a programming language | Print() function |variables
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Day 2 - Dictionary | Pandas | Dataframe | iloc function | identation | if-else | input function | creating menu like program to select from multiple options | Os module (143:54)
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Summary - Dictionary | Pandas | Dataframe | iloc function | identation | if-else
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Day 3 - Creating Function | Right use case of functions | Parameterized function | positional arguments | readability of the code | os module | not operator | for loop | and operator | subprocess.getouput() function (141:12)
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Summary - Creating Function | Right use case of functions | Parameterized function
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4. Lis | Tuple | Functions | variables | Array | one-dimensional array | two-dimensional array (matrix) | OpenCV library | 3d array (144:23)
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Summary - Lis | Tuple | Functions | variables | Array | one-dimensional array
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5. Brainstorming (79:30)
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6. Boolean | data type | Function | Variable | Keyword | Special keyword | Operator | For loop | String | While loop | Library (120:31)
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Summary
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7. Gateway interface | CGI program | API | Http protocol | Rest API | Aws cloud | Ec2 service | firewall | launch Ec2 instance | public IP | create web application | web server | install httpd | URL | which command | program file | Executable command | content type | backend code (150:54)
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Summary
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8. Cgi-bin | Web server | input function | search engine | q variable | query string | import cgi | field storage function | security group | ssh login | cell injection | pre tag | html form | action tag | test Api | postman tool | install postman | crud operation | get method | put method (159:32)
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Summary
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8.1_Python Programming Training By Mr. Vimal DagaGMT20240528-103753 (112:18)
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9. Custom data structure | Template| list | Initiatioztion | reference | Multi-threding | parallel | inheritance | single inheritance | base class | drive class | Multiple inheritance | constructor | crud operation | public variable | private keyword | access modifier concept (277:45)
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Summary
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10. opencv | numpy array | crop face | object | computer vision | model | haar cascade | haar cascade face director model | Cascade classifier | detect multi scale function | 2D | coordination | face recognition | not keyword | None keyword (212:48)
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Summary
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11. cvzone | Tzdata | Cv2 | hand tracking | hand Detector | Find hand | hand landmarks | import os | if else program | pose tracking (215:47)
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Summary 11
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12. Class | Object | Memory | RAM | Variable | Function (149:02)
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Summary
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13. Variable | Function | Object | Class | Keyword | Get method | Set method | Custom data structure | List | Constructor (72:36)
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Summary
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14. MongoDB | Storage devices | database management system | SQL language | unstructured data | Document oriented data base | row oriented data base | graph databases | Crud operation | CLI & GUI & python | mongo shell | compass | protocol | connections string | data format | get collection (142:03)
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Summary
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15. pymongo | dir function | mongo client | database | drop database | get database | create database | collection | find method | insert one | cursor | find all | json format | for loop | file handling | operators | $gt | $gte | while loop | constructor | multi tier architecture (128:17)
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Summary
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16. module | function | import keyword | py extensions | dir function | main module | multiple lines string | polymorphism | + keyword | doc string | from keyword | del keyword | module path | lambda function | anonymous function | call back function | function programing approach (109:43)
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17. Python Programming Training By Mr. Vimal Daga_GMT20240618-114205 (49:39)
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Summary
Bonus Session - Python
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Lists | text-to-speech | pyttsx3 library | speaker driver | converting strings to audio | DataFrame | resolving row-wise operation limitations faced in dictionaries | Pandas library | loc[] function | .csv files | read_csv() function | describe() function (101:20)
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Summary - Lists | text-to-speech | pyttsx3 library
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list in Python | memory address | Copy module | shallow and deep copy | deepcopy() function | 2-D & 3-D lists | Functions | Iteration | for loop (105:39)
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Summary - list in Python | memory address
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Menu program | integration of Python and Linux | If-else conditions | while loops| system| or OS commands in Python | tput setaf <0-7> command | OS module | triple quotes (“””) | input() function | (92:04)
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keyword |all types of containers: lists, dicts, sets, strings | File handling | manipulate file | two categories, text file, and binary file | handle file exceptions | append mode| Reading a file | read() | readline() | function tell ()| Closing a file | (125:34)
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Summary - keyword |all types of containers: lists, dicts, sets, strings
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File handling | read mode ("r"), | write mode ("w") | append mode ("a") | open() function | tell() method | file position: | Seek() function | (92:15)
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Summary - File handling | read mode ("r"),
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Object Oriented Programming | Classes |data structure. | object | instantiation | data member |member functions | Access Modifiers | Public | Private | Setter and Getter | (90:45)
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Summary - Object Oriented Programming | Classes |data structure
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Open() function | hard disk is located | “With” keyword | “speech_recognition” | “Pyaudio”| text.lower() | Google Recognize API | (117:59)
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Module | function (def) | call function | OS module | if __name__ | "__main__" | infinite loop | (88:35)
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Anonymous function |lambda keyword.| adding two numbers function | modulo operator | modulo operator| filter() function | built-in function | database | (90:28)
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Server | Socket programming. | Networking program | IP + port Number means | Bind function | netstat -tnip command. | client | (85:45)
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Summary - Server | Socket programming. | Networking program
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Server side code | client side program | network programming | conn variable | conn.recv | os.system | (70:00)
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Summary - Server side code | client side program
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Server | Socket programming | handle input and output | external sources | IP and port number|while" loop (97:18)
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Summary - Server | Socket programming | handle input and output
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local IP address | Network programming | Variable|string data | Client and server| while loop (67:16)
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Summary - local IP address | Network programming
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Threading | Multi-threading | RAM | CPU | Stack memory | function (72:08)
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Exception handling | File handling | close() | read() | write() | (88:37)
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iteration | TTS | pyttsx3 | program file | speaker | (134:36)
