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The Python Mega Course: Build 10 Real World Applications
আর্টিফিশিয়াল ইন্টেলিজেন্স, মেশিন লার্নিং, ডিপ লার্নিং, ডাটা সাইন্স অথবা ওয়েব ডেভেলপমেন্টের মত সেক্টরগুলোতে ক্যারিয়ার গড়তে চাইলে এই কোর্সটি হবে আপনার জন্য হবে পারফেক্ট একটি কোর্স। Python এর বেসিক থেকে এডভান্স পর্যন্ত সব কিছু শিখানোর পর বেশকিছু Real Life Projects করে দেখানো হবে, যার ফলে স্টুডেন্টরা ডিমান্ডিং সব ফিল্ডে কাজ করার জন্য নিজেদেরকে উপযুক্ত করে তুলতে পারবে।
Course Content
Total learning: 179 lessons
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Introduction to Python
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Basic of Python Programming
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Input and Output
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Operator and Variable
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Built-In Data Type String
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Built-In Data Type List to Arrange Data
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Protect Sensitive Data Using Tuple
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Set
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Arrange Data Smartly Using Dictionary
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Flashback Of Python Built-In Data Types (Coming Soon)
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Conditional Logic
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Repeat Task Using While Loop
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Do Your Task Smartly Using For Loop
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Loop With Control Statement
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List Comprehension
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Set Comprehension
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Dictionary Comprehension
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Function
- Introduction To Function
- Types Of Functions And Empty Function
- Making Function In Correct Way And Reuse It
- Different Types Of Arguments
- args Keyword (Variable-length Argument)
- kwargs Keyword (Keyword Argument)
- None Keyword And Combination Of args, kwargs
- Nested Or Inner Function
- Local Variable
- Global Variable
- nonlocal Keyword And Variable
- global Keyword
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Necessary Built-In Functions
- Introduction To Lambda Function
- Solving Some Problems Using Lambda Function
- enumerate() Function
- map() Function
- filter() Function
- zip() Function
- Problem Solving Using zip() Function
- all() Function With Some Problem Solving
- any() Function
- Advanced Use Of max() Function And min() Function
- Higher Order Function
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Advanced Topics
- Elements Sorting Functions
- Introducing With Dunder Method Or Magic Method
- Closure Function
- Real Life Use Of Closures
- Introduction To Decorator
- Use args And kwargs In Decorator
- Use functools To Solve Dunder Method Problems In Decorator
- More Use Of Dunder Method In Decorator
- Get Duration Of A Program Created By Decorator And Other Ways
- Filter Static Data Type Using Decorator
- Filter Dynamic Data Type Using Decorator
- for Loop Architecture – How Does for Loop Works (iter Function)
- next Function – Difference Between Iterable And Iterator
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Object Oriented Programming (OOP)
- Introduction To Object Oriented Programming (OOP)
- Basic Concept of OOP
- Constructor In Details
- Update Data From Outside Of The Class
- Count Instances Of A Class
- Regular Methods
- Self Keyword In Details
- Class Variable (Part – 1)
- Class Variable (Part – 2)
- Class Method (Part – 1)
- Class Method (Part – 2)
- Static Method
- Class Method VS Static Method
- Encapsulation in Python (Part – 1)
- Encapsulation in Python (Part – 2)
- Inheritance
- Multiple Inheritance (Part – 1)
- Multilevel Inheritance
- Method Overriding
- Multiple Inheritance (Part – 2)
- Polymorphism
- Checking Subclass
- Checking Instance
- Method Resolution Order (MRO)
- Destrutor In Python
- Python Composition
- More Dunder Methods Or Magic Methods
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Generator in Python
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Project 1 - Website Automatic Login
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Project 2 - YouTube Video Downloader
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Project 3 - Remove Background from The Image
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Project 4 - 10 🔥🔥
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Conclusion + BONUS
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