Python Core & Advance Training
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Introduction to Python | Python usage | Latest Version of Python | Comparision of Python with different languages (101:30)
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1. Operating system | Install python using anaconda | Coding | Syntax Error | function | Associative memory | Variable and reference | Different Ram and Storage Device | Read Entire Ram | python interpreter, REPL | List | Index | append() | len() | Slicing Operator | Boolean operator | Type() | dir (136:22)
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Summary - Session 1
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2. Save source code | libraray | modules | functions | pip command use | Import keyword | Pyttsx3 library | Text To Speech | Send whatsapp, sms & email | Array | list | one dimension data and Vector | Metrix | Data Structure Planning | slicing in nested list | Numpy Library | Row & coloum operations (147:05)
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Summary - Session 2
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3. Data types in python | type casting | how a program run | space complexity and time complexity | how to check memory usage of a variable | use of sys module | what is tuple | difference between list and tuple | swap operation in python | multi value assignment of variable | f- string (117:39)
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Summary - Session 3
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4. Why do you code optimization | Split and join operation on string | What is iteration| what is the loop and why we need it | For loop | Block of code | Indentation | what is the ETL operations (106:33)
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Summary - Session 4
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5. Python Operators | Relational /Comparison Operators(not equal != | equal to == | greater than >, less than <) | How to think before writing a code | Assignment Operator (=) | Decision control statement ( if, if else, if elif.....else) | input syntax | Logical Operator | Truth Table (99:57)
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Summary - Session 5
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6. Escape Sequences (/n,/t) | Menu based Program | Integrating earlier given task program | Declaration of multiple sentences as a String (90:02)
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Summary - Session 6
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7.list and numpy operations |Dictionay Data Structure | It's Methods | Accesing it's data | While loop |Incremental /Decremental operator | While loop Use Case (108:20)
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Summary - Session 7
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8. Algorithm | Function | Function Call | Single Responsibility Principle (SRP)| pre build function Defferent : print() vs return() | parameterized / input Function | name argument | default argument (81:33)
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Summay -Session 8
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9. Algorithm | Function | Function Call | Single Responsibility Principle (SRP)| pre build function Defferent : print() vs return() | parameterized / input Function | name argument | default argument (89:54)
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Summary - Session 9
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10. How to set up environmental path of any software || How to create function || Function Call || len || CRUD Operation on Tuple || Dictionary Types (95:51)
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Summary - Session 10
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10_1. Python Revision Session (74:29)
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11. Type and Id || Variable Memory Address || Python Memory Manager || dir || copy module|| Shallow Copy || Deep Copy || Lambda Function (81:38)
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Summary - Session 11
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12. File handling using python | What is a file | Mode of operations | End of line(EOL) & End of file(EOF) character | read(r) & write(w) operation | file seeking (94:57)
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Summary - Session 12
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13. file handling | mkdir() | Open() | write() function | writelines() | close() | Exits() | "\n" | lsof command | with keyword | remove() & removedirs() | pass keyword | r , w mode | readlines() | seek () function | head command | > option in cat (90:38)
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Summary - Session 13
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14. Revision Session (59:33)
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15. module | Calling function in module | dir keyword | help keyword | sys module | custom module (115:32)
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Summary - Session 15
Python Advance Training
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16. Object Oriented Programming | Classes | Object | Methods | Attributes (79:38)
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Summary - Session 16
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16_1. Python Advance Training Revision Session (63:08)
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17. Classes | Object | modifiers | crud operation | Access modifier | getter function | setter functon | (99:30)
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Summary - Session 17
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17_1. Python Advance Training Revision session (67:38)
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18. Inheritance | extend/derived/child class | base/parentclass | Hierarchical inheritance | dir | super()keyword | Method Overriding | constructor overriding | Single inheritance | Multilevel inheritance| Multiple inheritance | Hybrid inheritance | (100:43)
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Summary - Session 18
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19. Process in Python | parallel processing | context switch | process explore | Multithreading | light weight process | (102:26)
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Summary - Session 19
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20. Thread | Single-threaded | Multithreading | Synchronous programming | Global Interpreter Lock | (130:01)
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Summary - Session 20
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21. Concurrency | Arthmatic operators | Stack memory | Activation report | Local variables | Global keyword | Shared memory | Global veriable | Current thread | Race condition | Mutual exclusion | Mutex concept | Thread lock concept | Thread safe | Thread synchronization (127:10)
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Summary - Session 21
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22. Multi processing | Python interpreter |function | CPU bound program | I/o bound programming | CPU bound function | Sequential programming | Child process | Parent process | Shared variables | Global variables | Current process function | Active child function | Process I'd | heap memory (76:43)
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Summary - Session 22
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23. Multi-processing | Memory Space | Parent-Child Process | CRUD Operation | Global Scope | Process Communication | Global Variables | Parallelism | Queue & Pipe Communication | Queue Data Structure - FIFO | Enqueue(Put) & Dequeue(Get) | Uses Of Queue | Difference b/w Pipe & Queue (106:12)
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Summary - Session 23
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24. Decorators | Functions | Wrapper Function | Higher Order Function | Local & Global Scope | Function As Input | Usecases of Decorator | Framework & Types | Inbuilt Decorators (92:13)
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Summary - Session 24
Self Paced sessions
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Session 1 - Server | networking | local program| Process | Local access | Remote Network acces | Socket programming | socket | IP and Port number | bind () | tuple | netstat -tnip | packages | (97:19)
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Session 2 - Server | network programming | port number | conn variable | conn.recv | Client side | string | os.system | (67:16)
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Session 3 - File handling | read() | open() | close() | Exception Handling | interger | write() | input() | try & except keyword | TypeError | NameError | SyntaxError | I/O-Bound Processes | Finally Keyword | Raising Exception | (88:37)
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Session 4 - Devices | Text-to-speech | pyttsx3 library | functions | program file | say() | runAndWait() | os.system | init() | type() | pip list |numpy | array | sliceing | if-else conditions | for loop | list | iteration | (134:37)
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Session 5 - Range stack memory stack frame arguments and variables loop Stateful functions Yield List comprehension more readable and efficient manner main blocks Functional Programming (117:59)
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Session 6 - Open() | devices | context program | construct | With keyword | statement | speech_recognition | Pyaudio | Google Speech | GoogleRecognizeAPI | text.lower() | (90:28)
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Session 7 - Graph,seaborn, folium, seaborn, pandas, plotly (115:47)
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