# Course Content

## <mark style="color:blue;">Course Syllabus</mark>

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## <mark style="color:purple;">Syllabus by Week</mark>

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<figure><img src="https://1985122264-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FZtssF6U15EHfKdWGAV2U%2Fuploads%2FDHqYhW1W32KvEBdhufU8%2F796849.webp?alt=media&#x26;token=973970f3-d7c4-42f9-8e1d-748cf1b51e8a" alt=""><figcaption></figcaption></figure>

<table><thead><tr><th width="270">Topics</th><th>Details</th><th data-hidden></th></tr></thead><tbody><tr><td><strong>Python Installation &#x26; Fundamentals &#x26; Data Types</strong></td><td>Python Installation, Basics of Strings, Integers, Floats, Lists, Tuples, Booleans, Comments</td><td></td></tr><tr><td><strong>Fundamentals &#x26; Data Types (contd.)</strong></td><td>Sets, Dictionaries, Type Conversion</td><td></td></tr><tr><td><strong>Conditionals</strong></td><td>if, else, elif statement</td><td></td></tr></tbody></table>

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{% tab title="Week 2" %}

<figure><img src="https://1985122264-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FZtssF6U15EHfKdWGAV2U%2Fuploads%2FTYQB9GifUHE9zII5VEKH%2F0_zHSZpmM0Z7bADPZb.jpeg?alt=media&#x26;token=baf4d6fb-9f22-4f0a-9fad-756495e4f4b2" alt=""><figcaption></figcaption></figure>

<table><thead><tr><th width="308">Topics</th><th>Details</th><th data-hidden></th></tr></thead><tbody><tr><td><strong>Loops, Iterations &#x26; Control Flow</strong></td><td>Ranges, Different types of loops, break, continue and pass statement</td><td></td></tr><tr><td><strong>Loops, Iterations &#x26; Control Flow (contd.) &#x26; Other Miscellaneous concepts</strong></td><td>Problems on ranges, Different types of loops, break, continue and pass statement zip function, iterators</td><td></td></tr><tr><td><strong>Functions and Error Handling</strong></td><td>Basics of function, Scope, Anonymous function or lambdas Exception Handling: Try, Catch, Finally, User defined exceptions</td><td></td></tr></tbody></table>

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{% tab title="Week 3" %}

<figure><img src="https://1985122264-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FZtssF6U15EHfKdWGAV2U%2Fuploads%2F4EsCxJl3XdVTexgEledF%2Fnoname.png?alt=media&#x26;token=7f70df69-e2ce-4324-8ce1-4c20e9c2987c" alt=""><figcaption></figcaption></figure>

<table><thead><tr><th>Topics</th><th>Details</th><th data-hidden></th></tr></thead><tbody><tr><td><strong>Intro to Python Modules</strong></td><td>Importing modules, Module Installation, User defined Modules, Numpy, Pandas os, time, glob</td><td></td></tr><tr><td><strong>Numpy</strong></td><td>Array and Vector Operations</td><td></td></tr><tr><td><strong>Pandas</strong></td><td>Reading csv, excel, Dataframe manipulation and data wrangling</td><td></td></tr></tbody></table>

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{% tab title="Week 4" %}

<figure><img src="https://1985122264-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FZtssF6U15EHfKdWGAV2U%2Fuploads%2FvOGljv0t0fUKA0fboUUr%2Fpython-oops.png?alt=media&#x26;token=80b7658e-622e-4f43-a5c2-20e4908ffb64" alt=""><figcaption></figcaption></figure>

<table><thead><tr><th>Topics</th><th>Details</th><th data-hidden></th></tr></thead><tbody><tr><td><strong>Matplotlib, Scipy, Sympy</strong></td><td>Basic plotting, 2D curves, Statistical problem, Scientific Computation, Symbolic Programming</td><td></td></tr><tr><td><strong>Introduction to OOP</strong></td><td>Classes &#x26; Objects, Methods</td><td></td></tr><tr><td><strong>Advanced OOP concepts</strong></td><td>Inheritance, Method overriding, super keyword, Abstraction, Encapsulation</td><td></td></tr></tbody></table>

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{% tab title="Week 5" %}

<figure><img src="https://1985122264-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FZtssF6U15EHfKdWGAV2U%2Fuploads%2FzNNh1JiTR2TpoFIcEmuV%2F1_suY3Y7kIAV_7xKox9AL3fw.png?alt=media&#x26;token=2a575212-720b-4f38-a203-c39f7a286891" alt=""><figcaption></figcaption></figure>

<table><thead><tr><th>Topics</th><th>Details</th><th data-hidden></th></tr></thead><tbody><tr><td><strong>Seaborn and Plotly</strong></td><td>3D curves and Interactive data visualization</td><td></td></tr><tr><td><strong>OpenCV and PIL</strong></td><td>Introduction to Image processing: resizing, blurring, filtering etc.</td><td></td></tr><tr><td><strong>Advanced Concepts</strong></td><td>First class functions, closure, decorators, file I/O, context managers, generators</td><td></td></tr></tbody></table>

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