Example Curriculum
Complete Python Training Program
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days
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- Session 1 - Introduction of Python|programming language|Type of programming languages|Polyglot|Algorithm |Install Anaconda|Interpreter |Function |Syntax|Keyword|Print() function |RAM / Memory |Variables |Id() function |REPL|IDE|jupyter notebook (118:22)
- Summary - Session 1
- Session 2 - RAM | Variable |Assign Operator |Data Type |Integer |String |list|Type function |Type inference concept |Float|Keyword|System function |Say function |Module |Pip command |Install pyttsx3|Import Keyword|Install Pywhatkit |Arguments|Send WhatsApp message from python (111:08)
- Summary - Session 2
- Session 3 - Data | Data structures|Algorithm |Memory /CPU|Space complexity |Array |Tuple |position number |list |index number |CRUD Operation |Mutable and Immutable |get concept|Slicing Operator |Records |Nested Array |2D/matrix |Data Handling (109:52)
- Summary - Session 3
- Session 4- List & Array |2D data |row-wise and column-wise operation|Numpy |primitive data Structure |Custom data Structure|Install NumPy |Computer Vision |Install OpenCV-Python |Click the photo|Imwrite()|imshow()|waitkey()|Create Own Image |Pixel |RGB color |2D & 3D|Crop image (126:04)
- Summary - Session 4
- Session 5 - Open Source |library | Data Type |Auto Concept |concatenation|Polymorphism|Variable functionally |Sort list |Reverse List |Create a technology control project|Escape sequence concept |IF-Else conditions |Input() function |Pseudo code |Operators |Indentation |Nested if-else (115:56)
- Summary Session 5
- Quiz & QNA (95:39)
- Session 6 - Conditions |True & False |Operators|Multi-line comment |Boolean|End= keyword |Inline way block of code |conditional expression or ternary operator|Functional programming|Logical Operators|AND, OR & NOT |Truth table|Lazy Operator |IN Operator (109:03)
- Summary - Session 6
- 7. program file |Process|Run time |Data sources |Speech Recognize |Mic |Pyaudio |Google Speech Recognize |Microphone function |Recognizer function |listen function |Context manager|With keyword|Create a Speech Recognize program|Timeout concept|loop |While loop |Break keyword (116:31)
- Summary Session 7
- Session 8 - Iteration |While loop|For Loop |Append function |In keyword|Index number |Dir function |iterator|Indentation Error|pass keyword |iterable|Pointer |__next__ function |Extract Data|ETL Concept |Inline list with for loop |List comprehension (113:57)
- Summary - Session 8
- Session 9 - Creating Functions | Increament Count | Id function | Memory Layout | Calling the function (117:15)
- Summary - Session 9
- 10. Generator | Function | Stack memory | Return keywords | Yield keyword | while loop | For loop | Append (118:40)
- Summary - Session 10
- 11. Time Complexity |Space Complexity |Memory profiler |Inner_wrapper function|Annotation & Decorator|@ Symbol|From Keyword|Create a code for memory Space|Timeit function |Default timer function |Lambda function |This module |Inline concept |Functional Programming|filter function (131:39)
- Summary Session 11
- Summary Session 11
- Session 12 - Memory | Memory Address | Python Virtual Machine (PVM) | Memory Management | Reference Concept | Mutable & Immutable | iadd Function | is Keyword | import copy | Shallow Copy | Deep Copy | Garbage | Ctype Module CPython | Memory Interning | Cvzone | Click Photo (108:45)
- Summary Session 12
- 12_1. Python Training revision Session on 19th November_GMT20241119-131841 (63:28)
- 13. Lists | Dictionaries | Types of Dictionaries | Key-value pairs | Tuples | Zip | Column-Oriented Operations (124:21)
- Summary Session 13
- Session 14 - Function | Stack Memory | Namespace | Tuple | Dictionaries (121:19)
- Summary Session 14
- Session 15 - Module | Standard | Built-in | Package | C-extension | Binary Code | import sys | import numpy | sys.path (106:15)
- Summary Session 15
- Session 16 - Concurrency | Parallelism | Optimization | Context-switching | Threads | Processes | I/O-bound | Efficiency | Multitasking | Threading module | Threading module | current_thread() | start() method | PID (Process ID) (134:52)
- Summary Session 16
- Session 17 - Threads | CPUs | Parallelism | Global Interpreter Lock | Threading Model | Multi-Threading and GIL | Locking | Global Variables | Race Conditions | Locks and Deadlocks (144:19)
- 17_1. Python Project Session - Part-1_GMT20241217-131502 (105:52)
- Session 18 - Parallelism | CPU-intensive | Core-utilization | GIL-bypass | Process-based | Simultaneous | Independence | Efficiency | Separation | Scalability | Memory-isolation | Non-shared | Deadlock-prevention | Race-condition-avoidance | Performance-boost (81:43)
- 18_1. Python Project Session - Part-1_GMT20250116-131502 (117:37)
- Session 19 - Multiprocessing | Parallelism | Data Handling | Shared Memory | Queue | Pipe | CPU Affinity | cpu_count() | Process Creation | Lock | Value | Process Explorer | Memory Space | Data Sharing | Race Condition | GIL | Locking Strategy | Context Manager (95:25)
- 18_2. Python Project Session - Part-2_GMT20250121-131502 (104:16)
- Python Bootcamp - Session 1: CPU Performance | Polyglot Programming | Installing Anaconda | REPL | Statements | RAM | OS | Interpreters | Kernel | Variables | Data Types | Integers | Boolean | Float | Strings | f-String | Arrays | Tuples | CRUD | Lists | Operators | Loops (463:00)
- Summary Python Bootcamp Session 1
- Summary Python Bootcamp Session 2
- Summary Python Bootcamp Session 3
OOPs (Object-Oriented Programming) concepts Session By Mr. Vimal Daga
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Important Links
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Python Interview Questions Sets
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