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  • ID: 230612
  • URL: https://www.reed.co.uk/courses/python-complete-course-beginner-to-advanced-updated-2025/230612
{
  "id": 230612,
  "title": "Python Complete Course - Beginner To Advanced (Updated 2025)",
  "subtitle": "Top Rated Seller! | Updated in January 2025 | 110 lectures | CPD Certified PDF & Hardcopy Certificates | 60 CPD Points",
  "link": "https://www.reed.co.uk/courses/python-complete-course-beginner-to-advanced-updated-2025/230612",
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  "price": {
    "amount": 19,
    "was_amount": 21,
    "currency": "GBP",
    "discount_percent": 9,
    "is_free": false,
    "includes_vat": true,
    "offer_ends": "31 October 2026",
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  },
  "study_method": "Online, On Demand",
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  "course_format": "107 Videos (with subtitles and transcripts) and 1 PDF",
  "duration": "16.6 hours · Self-paced",
  "qualification": "No formal qualification",
  "qualification_type": "skill_or_knowledge_based",
  "cpd": "330 CPD hours / points",
  "cpd_points": 330,
  "awarding_body": {
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  },
  "achievement": "Endorsed by The Quality Licence Scheme",
  "certificates": [
    "CPD CertifiedPDF Certificate - Free",
    "QLS Endorsed PDF Certificate - Free",
    "Reed Courses Certificate of Completion - Free"
  ],
  "assessment_details": [
    "Multiple Choice Questions (MCQ)/Assignment (included in price)"
  ],
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    "Tutor is available to students"
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  "students_purchased_count": 444,
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  "subjects": [
    "IT/IT support",
    "Coding/Python",
    "Business/Data analysis/Power BI"
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  "provider": {
    "id": 1778,
    "name": "Janets",
    "slug": "janets",
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    "courses_link": "https://www.reed.co.uk/courses/janets/p1778",
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  "sections": {
    "overview": {
      "html": "<p><strong>(Python - Updated in January 2025)</strong></p><p><strong>Over 8.2 million developers worldwide use Python, making it one of the most in-demand programming languages across industries. This just gets to show why you master Python NOW!</strong></p><p>Mastering Python is crucial in today’s tech-driven world, where automation, data analysis, and software development play a pivotal role. Without a strong grasp of Python’s capabilities, tasks become inefficient and innovation slows down. Python’s importance goes beyond basic scripting—it’s a versatile tool that powers everything from AI and web development to cybersecurity and automation.</p><p>If you don’t want coding to feel like an impossible puzzle, then this Python course is exactly what you need. Our Python course starts with the fundamentals—understanding data types, operators, control flow, and functions. Moving forward, you'll explore data structures, file manipulation, iterators, and generators to build a solid programming foundation.</p><p>Advanced Python topics include deep dives into loops and functions, object-oriented programming (OOP), built-in modules, file and exception handling, and using Python’s powerful libraries like NumPy. You'll also apply your skills in a hands-on Tic Tac Toe project, reinforcing real-world problem-solving techniques. This extensive curriculum ensures you develop both theoretical knowledge and practical expertise in Python.</p><p>Take control of your coding journey and elevate your career prospects. Enrol today to master Python, Data Science, Machine Learning, Software Development, IT, and Automation—making you an indispensable asset in the ever-evolving tech landscape!</p><p><strong>Learning Outcomes:</strong></p><p>By the end of this course, you will be able to:</p><ul><li>Write structured Python programmes using variables, operators, and data types to perform computations and process data efficiently.</li><li>Implement control flow structures, including loops and conditional statements, to manage programme execution based on specific conditions.</li><li>Utilise built-in data structures such as lists, tuples, and dictionaries to organise and manipulate data effectively.</li><li>Develop reusable and modular code by creating user-defined functions with parameters, return values, and appropriate documentation.</li><li>Work with Python file handling techniques to read, write, and modify text files while ensuring data integrity and organisation.</li><li>Apply object-oriented programming (OOP) concepts, including classes and inheritance, to create scalable and maintainable Python applications.</li><li>Implement exception handling to manage errors gracefully and prevent programme crashes in unpredictable runtime scenarios.</li><li>Use Python packages such as NumPy to perform numerical computations and optimise data processing workflows.</li><li>Develop interactive Python-based applications, including a functional Tic Tac Toe game, using logic and problem-solving skills.</li><li>Improve programme efficiency by leveraging iterators and generators to handle large datasets and optimise memory usage.</li></ul><p><strong>What You Get Out Of Studying the Course:</strong></p><ul><li>Free PDF certificates upon successful completion of the course</li><li>Lifetime access to course materials</li><li>Study the course at your own pace</li><li>Accessible, informative modules taught by expert Python instructors</li><li>Get 24/7 help or advice from our email and live chat teams</li><li>Improve your chance of gaining valuable skills and better earning potential by completing the course</li></ul>",
      "text": "(Python - Updated in January 2025)\nOver 8.2 million developers worldwide use Python, making it one of the most in-demand programming languages across industries. This just gets to show why you master Python NOW!\nMastering Python is crucial in today’s tech-driven world, where automation, data analysis, and software development play a pivotal role. Without a strong grasp of Python’s capabilities, tasks become inefficient and innovation slows down. Python’s importance goes beyond basic scripting—it’s a versatile tool that powers everything from AI and web development to cybersecurity and automation.\nIf you don’t want coding to feel like an impossible puzzle, then this Python course is exactly what you need. Our Python course starts with the fundamentals—understanding data types, operators, control flow, and functions. Moving forward, you'll explore data structures, file manipulation, iterators, and generators to build a solid programming foundation.\nAdvanced Python topics include deep dives into loops and functions, object-oriented programming (OOP), built-in modules, file and exception handling, and using Python’s powerful libraries like NumPy. You'll also apply your skills in a hands-on Tic Tac Toe project, reinforcing real-world problem-solving techniques. This extensive curriculum ensures you develop both theoretical knowledge and practical expertise in Python.\nTake control of your coding journey and elevate your career prospects. Enrol today to master Python, Data Science, Machine Learning, Software Development, IT, and Automation—making you an indispensable asset in the ever-evolving tech landscape!\nLearning Outcomes:\nBy the end of this course, you will be able to:\n- Write structured Python programmes using variables, operators, and data types to perform computations and process data efficiently.\n- Implement control flow structures, including loops and conditional statements, to manage programme execution based on specific conditions.\n- Utilise built-in data structures such as lists, tuples, and dictionaries to organise and manipulate data effectively.\n- Develop reusable and modular code by creating user-defined functions with parameters, return values, and appropriate documentation.\n- Work with Python file handling techniques to read, write, and modify text files while ensuring data integrity and organisation.\n- Apply object-oriented programming (OOP) concepts, including classes and inheritance, to create scalable and maintainable Python applications.\n- Implement exception handling to manage errors gracefully and prevent programme crashes in unpredictable runtime scenarios.\n- Use Python packages such as NumPy to perform numerical computations and optimise data processing workflows.\n- Develop interactive Python-based applications, including a functional Tic Tac Toe game, using logic and problem-solving skills.\n- Improve programme efficiency by leveraging iterators and generators to handle large datasets and optimise memory usage.\nWhat You Get Out Of Studying the Course:\n- Free PDF certificates upon successful completion of the course\n- Lifetime access to course materials\n- Study the course at your own pace\n- Accessible, informative modules taught by expert Python instructors\n- Get 24/7 help or advice from our email and live chat teams\n- Improve your chance of gaining valuable skills and better earning potential by completing the course"
    },
    "description": {
      "html": "<p>The Python - Beginner to Advanced course is designed to take learners from the fundamentals of Python programming to advanced concepts, equipping them with the skills needed to write efficient and structured code. Starting with the basics, learners will explore data types, operators, control flow, functions, and file manipulation, laying a strong foundation in Python.</p><p>As they progress, they will delve into advanced topics such as object-oriented programming (OOP), built-in modules, exception handling, and working with powerful libraries like NumPy. The course also emphasises practical application, reinforcing concepts through hands-on exercises, including a Tic Tac Toe project to enhance problem-solving skills.</p><p>By the end of the course, learners will be able to write clean, optimised Python code, manipulate data structures, handle files, and apply best practices for software development. Whether aspiring developers, data enthusiasts, or professionals looking to enhance their coding abilities, this course provides a comprehensive roadmap to mastering Python. With a balance of theory and real-world application, learners will gain the confidence to tackle coding challenges and develop robust Python-based solutions.</p><p><strong>Curriculum Breakdown</strong></p><p><strong>Python Practical Training from Beginner to Advanced</strong></p><p><strong>Python for Beginners</strong></p><ul><li>Module 01: Getting Started with Python</li><li>Module 02: Data Types and Operators</li><li>Module 03: Data Structures</li><li>Module 04: Control Flow</li><li>Module 05: Functions</li><li>Module 06: Python Arrays, Iterators and Generators</li><li>Module 07: File Manipulation</li></ul><p><strong>Python for Advanced</strong></p><ul><li>Module 01: Python Basic Recap</li><li>Module 02: Deep Dive into Loops</li><li>Module 03: Deep Dive into Functions</li><li>Module 04: OOP Concepts</li><li>Module 05: Built-in Modules</li><li>Module 06: File and Exception Handling</li><li>Module 07: Using Python Packages (Numpy)</li></ul><p><strong>Project - Tic Tac Toe (Accomplishment)</strong></p><p><strong>-------- Python Certification --------</strong></p><p><strong>How can you earn your Certification?</strong></p><p>After successfully completing the Python course, you will get your <strong>Reed Certificate instantly</strong>! And to order your CPD QS Certificate, you will need to fill in the form given in the Curriculum Section. <strong>And in 24 hours</strong>, you will get your CPD QS Certificate.</p>",
      "text": "The Python - Beginner to Advanced course is designed to take learners from the fundamentals of Python programming to advanced concepts, equipping them with the skills needed to write efficient and structured code. Starting with the basics, learners will explore data types, operators, control flow, functions, and file manipulation, laying a strong foundation in Python.\nAs they progress, they will delve into advanced topics such as object-oriented programming (OOP), built-in modules, exception handling, and working with powerful libraries like NumPy. The course also emphasises practical application, reinforcing concepts through hands-on exercises, including a Tic Tac Toe project to enhance problem-solving skills.\nBy the end of the course, learners will be able to write clean, optimised Python code, manipulate data structures, handle files, and apply best practices for software development. Whether aspiring developers, data enthusiasts, or professionals looking to enhance their coding abilities, this course provides a comprehensive roadmap to mastering Python. With a balance of theory and real-world application, learners will gain the confidence to tackle coding challenges and develop robust Python-based solutions.\nCurriculum Breakdown\nPython Practical Training from Beginner to Advanced\nPython for Beginners\n- Module 01: Getting Started with Python\n- Module 02: Data Types and Operators\n- Module 03: Data Structures\n- Module 04: Control Flow\n- Module 05: Functions\n- Module 06: Python Arrays, Iterators and Generators\n- Module 07: File Manipulation\nPython for Advanced\n- Module 01: Python Basic Recap\n- Module 02: Deep Dive into Loops\n- Module 03: Deep Dive into Functions\n- Module 04: OOP Concepts\n- Module 05: Built-in Modules\n- Module 06: File and Exception Handling\n- Module 07: Using Python Packages (Numpy)\nProject - Tic Tac Toe (Accomplishment)\n-------- Python Certification --------\nHow can you earn your Certification?\nAfter successfully completing the Python course, you will get your Reed Certificate instantly! And to order your CPD QS Certificate, you will need to fill in the form given in the Curriculum Section. And in 24 hours, you will get your CPD QS Certificate."
    },
    "requirements": {
      "html": "<p>The course is open to all students and has no formal entry requirements.</p>",
      "text": "The course is open to all students and has no formal entry requirements."
    },
    "achievement": {
      "html": "<div class=\"row\" style=\"font-size: 0.875rem;\">\r\n                    <div class=\"col\">\r\n                        <div>\r\n                            Endorsed by\r\n                            <a href=\"/courses/awarding-bodies/the-quality-licence-scheme\"\r\n                               class=\"underline\">\r\n                                The Quality Licence Scheme\r\n                            </a>\r\n                        </div>\r\n                    </div>\r\n\r\n                        <div class=\"col-lg-4 text-lg-end pt-2 pt-lg-0\">\r\n                            <a href=\"/courses/awarding-bodies/the-quality-licence-scheme\">\r\n                                <img src=\"https://resources.reed.co.uk/courses/awardingbody/awarding-body-logo-The Quality Licence Scheme.png\" class=\"img-thumbnail\" style=\"max-width: 120px\" alt=\"The Quality Licence Scheme logo\"/>\r\n                            </a>",
      "text": "Endorsed by\nThe Quality Licence Scheme"
    },
    "assessment": null,
    "cpd": {
      "html": "<div class=\"row\" style=\"font-size: 0.875rem;\">\r\n                    <div class=\"col\">\r\n                        <div class=\"mb-1 semi-bold\">\r\n                            330 <text>CPD hours / points</text>\r\n                        </div>\r\n                            <div>\r\n                                Accredited by CPD Quality Standards",
      "text": "330 CPD hours / points\nAccredited by CPD Quality Standards"
    },
    "who_is_this_for": {
      "html": "<p>This course is designed for:</p><ul><li>Learners interested in developing Python programming skills for automating tasks, data processing, and building software applications efficiently.</li><li>Those wanting to improve logical thinking and problem-solving abilities by writing structured code and implementing computational techniques.</li><li>Enthusiasts eager to explore object-oriented programming to create structured, reusable, and maintainable Python applications for various purposes.</li><li>People aiming to gain hands-on experience with file handling, data manipulation, and exception handling to build reliable software.</li><li>Anyone looking to apply Python in fields such as automation, data analysis, or software development by leveraging built-in modules and packages.</li></ul>\r\n            </div>\r\n        </div>",
      "text": "This course is designed for:\n- Learners interested in developing Python programming skills for automating tasks, data processing, and building software applications efficiently.\n- Those wanting to improve logical thinking and problem-solving abilities by writing structured code and implementing computational techniques.\n- Enthusiasts eager to explore object-oriented programming to create structured, reusable, and maintainable Python applications for various purposes.\n- People aiming to gain hands-on experience with file handling, data manipulation, and exception handling to build reliable software.\n- Anyone looking to apply Python in fields such as automation, data analysis, or software development by leveraging built-in modules and packages."
    },
    "career_path": {
      "html": "<p>This course opens doors to many job and career opportunities. Here are a few career you can opt:</p><ul><li>Python Developer (&#163;40,000 - &#163;80,000)</li><li>Data Analyst (&#163;35,000 - &#163;65,000)</li><li>Software Engineer (&#163;45,000 - &#163;85,000)</li><li>Automation Engineer (&#163;40,000 - &#163;75,000)</li><li>Web Developer (&#163;30,000 - &#163;60,000)</li><li>Machine Learning Engineer (&#163;50,000 - &#163;90,000)</li><li>Data Scientist (&#163;50,000 - &#163;95,000)</li><li>Backend Developer (&#163;45,000 - &#163;80,000)</li></ul>\r\n            </div>\r\n        </div>",
      "text": "This course opens doors to many job and career opportunities. Here are a few career you can opt:\n- Python Developer (£40,000 - £80,000)\n- Data Analyst (£35,000 - £65,000)\n- Software Engineer (£45,000 - £85,000)\n- Automation Engineer (£40,000 - £75,000)\n- Web Developer (£30,000 - £60,000)\n- Machine Learning Engineer (£50,000 - £90,000)\n- Data Scientist (£50,000 - £95,000)\n- Backend Developer (£45,000 - £80,000)"
    }
  },
  "curriculum": {
    "format": "107 Videos (with subtitles and transcripts) and 1 PDF",
    "duration": "16h and 35m",
    "modules": [
      {
        "title": "Module 01: Getting Started with Python",
        "duration": "1:01:30",
        "lectures": [
          {
            "title": "001 Why Learn Coding",
            "duration": "04:32"
          },
          {
            "title": "002 Why Learn Python",
            "duration": "03:47"
          },
          {
            "title": "003 Gearing up Linux Machine For Python Programming",
            "duration": "14:41"
          },
          {
            "title": "004 Gearing Up Windows For Python",
            "duration": "13:23"
          },
          {
            "title": "005 Integrate Python and Git Bash with vscode",
            "duration": "03:02"
          },
          {
            "title": "006 Gearing Up the MacOS for Python Programming",
            "duration": "05:31"
          },
          {
            "title": "007 Installing Jupyter Notebook in Windows",
            "duration": "06:00"
          },
          {
            "title": "008 Hello World in Jupyter notebook",
            "duration": "10:34"
          }
        ]
      },
      {
        "title": "Module 02: Data Types and Operators",
        "duration": "1:54:15",
        "lectures": [
          {
            "title": "001 Arithmetic Operators",
            "duration": "13:41"
          },
          {
            "title": "002 order of evaluation",
            "duration": "08:55"
          },
          {
            "title": "003 Variable and Assignment Operators",
            "duration": "12:11"
          },
          {
            "title": "004 Correct Variable Names",
            "duration": "08:15"
          },
          {
            "title": "005 Integer, Float and Complex Numbers in Python",
            "duration": "10:33"
          },
          {
            "title": "006 Boolean, Comparison Operator and Logical Operator",
            "duration": "20:23"
          },
          {
            "title": "007 Strings in python",
            "duration": "06:41"
          },
          {
            "title": "008 type and type casting",
            "duration": "10:20"
          },
          {
            "title": "009 String Methods in Python",
            "duration": "09:00"
          },
          {
            "title": "010 Taking Input from User",
            "duration": "04:53"
          },
          {
            "title": "011 Exercise",
            "duration": "09:23"
          }
        ]
      },
      {
        "title": "Module 03: Data Structures",
        "duration": "1:58:47",
        "lectures": [
          {
            "title": "1. Lists in python",
            "duration": "15:42"
          },
          {
            "title": "2. Necessitites in List",
            "duration": "13:52"
          },
          {
            "title": "3. List Methods",
            "duration": "19:22"
          },
          {
            "title": "4. Tuples in Python",
            "duration": "13:50"
          },
          {
            "title": "5. Sets in Python",
            "duration": "14:08"
          },
          {
            "title": "6. Dictionary, Mutable, Accessing Items",
            "duration": "08:07"
          },
          {
            "title": "7 Dublicates, Constructor and data Types in Dictionary",
            "duration": "05:56"
          },
          {
            "title": "8 Access and add items in Dictionaries",
            "duration": "05:45"
          },
          {
            "title": "9 Nested Dictionaries and Dictionary Methods",
            "duration": "10:16"
          },
          {
            "title": "10 Exercise",
            "duration": "11:49"
          }
        ]
      },
      {
        "title": "Module 04: Control Flow",
        "duration": "1:14:16",
        "lectures": [
          {
            "title": "01 conditional statements",
            "duration": "10:21"
          },
          {
            "title": "02 short hand if else",
            "duration": "10:51"
          },
          {
            "title": "03 Nested if",
            "duration": "04:39"
          },
          {
            "title": "04 for loops",
            "duration": "13:20"
          },
          {
            "title": "05 While Loops in Python",
            "duration": "07:14"
          },
          {
            "title": "06 while vs for loop",
            "duration": "06:55"
          },
          {
            "title": "07 Break Continue Statment",
            "duration": "06:30"
          },
          {
            "title": "08 Try and Except",
            "duration": "06:57"
          },
          {
            "title": "09 Exercise",
            "duration": "07:29"
          }
        ]
      },
      {
        "title": "Module 05: Functions",
        "duration": "48:58",
        "lectures": [
          {
            "title": "Lec 01 Intro to Functions",
            "duration": "04:42"
          },
          {
            "title": "Lec 02 Arguments, parameters and multiple arguments",
            "duration": "09:20"
          },
          {
            "title": "Lec 03 Arbitrary arguments, keyword arguments, arbitrary keyword arguments",
            "duration": "09:42"
          },
          {
            "title": "Lec 04 Default parameter value and Passing a list as parameters",
            "duration": "09:19"
          },
          {
            "title": "Lec 05 Return values and Pass statements",
            "duration": "06:28"
          },
          {
            "title": "Lec 06 Exercise",
            "duration": "09:27"
          }
        ]
      },
      {
        "title": "Module 06: Python Arrays, Iterators and Generators",
        "duration": "49:20",
        "lectures": [
          {
            "title": "Lec 01 Array, Length of Array, Accessing Elements of Array",
            "duration": "09:47"
          },
          {
            "title": "Lec 02 Adding, Removing Elements in Array, Array Methods",
            "duration": "12:17"
          },
          {
            "title": "Lec 03 Iterator in Python",
            "duration": "13:44"
          },
          {
            "title": "Lec 04 Generators in Python",
            "duration": "06:34"
          },
          {
            "title": "Lec 05 Exercise",
            "duration": "06:58"
          }
        ]
      },
      {
        "title": "Module 07: File Manipulation",
        "duration": "27:46",
        "lectures": [
          {
            "title": "001 File Hancdling and Syntax",
            "duration": "05:12"
          },
          {
            "title": "002 Reading the File, Line Extraction and Parsing",
            "duration": "11:01"
          },
          {
            "title": "003 Appending and Writing the Files in Python",
            "duration": "06:28"
          },
          {
            "title": "004 Create and Delete a File",
            "duration": "05:05"
          }
        ]
      },
      {
        "title": "Module 08: Python Basic Recap",
        "duration": "1:06:00",
        "lectures": [
          {
            "title": "M1 L1",
            "duration": "11:07"
          },
          {
            "title": "M1 L2",
            "duration": "11:14"
          },
          {
            "title": "M1 L3",
            "duration": "08:14"
          },
          {
            "title": "M1 L4",
            "duration": "05:09"
          },
          {
            "title": "M1 L5",
            "duration": "05:09"
          },
          {
            "title": "M1 L6",
            "duration": "06:29"
          },
          {
            "title": "M1 L7",
            "duration": "08:27"
          },
          {
            "title": "M1 L8",
            "duration": "04:31"
          },
          {
            "title": "M1 L9",
            "duration": "05:40"
          }
        ]
      },
      {
        "title": "Module 09: Deep Dive into Loops",
        "duration": "1:04:41",
        "lectures": [
          {
            "title": "M2 L1",
            "duration": "11:06"
          },
          {
            "title": "M2 L2",
            "duration": "13:19"
          },
          {
            "title": "M2 L3",
            "duration": "08:36"
          },
          {
            "title": "M2 L4",
            "duration": "07:00"
          },
          {
            "title": "M2 L5",
            "duration": "16:14"
          },
          {
            "title": "M2 L6",
            "duration": "08:26"
          }
        ]
      },
      {
        "title": "Module 10: Deep Dive into Functions",
        "duration": "1:06:50",
        "lectures": [
          {
            "title": "M3 L1",
            "duration": "09:46"
          },
          {
            "title": "M3 L2",
            "duration": "08:55"
          },
          {
            "title": "M3 L3",
            "duration": "07:43"
          },
          {
            "title": "M3 L4",
            "duration": "05:29"
          },
          {
            "title": "M3 L5",
            "duration": "08:04"
          },
          {
            "title": "M3 L6",
            "duration": "04:48"
          },
          {
            "title": "M3 L7",
            "duration": "04:52"
          },
          {
            "title": "M3 L8",
            "duration": "06:59"
          },
          {
            "title": "M3 L9",
            "duration": "10:14"
          }
        ]
      },
      {
        "title": "Module 11: OOP Concepts",
        "duration": "1:07:48",
        "lectures": [
          {
            "title": "M4 L1",
            "duration": "12:24"
          },
          {
            "title": "M4 L2",
            "duration": "06:18"
          },
          {
            "title": "M4 L3",
            "duration": "08:13"
          },
          {
            "title": "M4 L4",
            "duration": "08:27"
          },
          {
            "title": "M4 L5",
            "duration": "07:32"
          },
          {
            "title": "M4 L6",
            "duration": "07:44"
          },
          {
            "title": "M4 L7",
            "duration": "17:10"
          }
        ]
      },
      {
        "title": "Module 12: Built-in Modules",
        "duration": "1:12:13",
        "lectures": [
          {
            "title": "M5 L1",
            "duration": "08:04"
          },
          {
            "title": "M5 L2",
            "duration": "09:32"
          },
          {
            "title": "M5 L3",
            "duration": "09:40"
          },
          {
            "title": "M5 L4",
            "duration": "06:03"
          },
          {
            "title": "M5 L5",
            "duration": "05:39"
          },
          {
            "title": "M5 L6",
            "duration": "08:53"
          },
          {
            "title": "M5 L7",
            "duration": "05:57"
          },
          {
            "title": "M5 L8",
            "duration": "18:25"
          }
        ]
      },
      {
        "title": "Module 13: File and Exception Handling",
        "duration": "48:51",
        "lectures": [
          {
            "title": "M6 L1",
            "duration": "11:07"
          },
          {
            "title": "M6 L2",
            "duration": "06:50"
          },
          {
            "title": "M6 L3",
            "duration": "06:29"
          },
          {
            "title": "M6 L4",
            "duration": "06:02"
          },
          {
            "title": "M6 L5",
            "duration": "04:26"
          },
          {
            "title": "M6 L6",
            "duration": "04:22"
          },
          {
            "title": "M6 L7",
            "duration": "04:24"
          },
          {
            "title": "M6 L8",
            "duration": "05:11"
          }
        ]
      },
      {
        "title": "Module 14: Using Python Packages (Numpy)",
        "duration": "52:17",
        "lectures": [
          {
            "title": "M7 L1",
            "duration": "10:11"
          },
          {
            "title": "M7 L2",
            "duration": "06:02"
          },
          {
            "title": "M7 L3",
            "duration": "13:35"
          },
          {
            "title": "M7 L4",
            "duration": "06:35"
          },
          {
            "title": "M7 L5",
            "duration": "08:27"
          },
          {
            "title": "M7 L6",
            "duration": "07:27"
          }
        ]
      },
      {
        "title": "Project - Tic-Tac-Toe",
        "duration": "59:30",
        "lectures": [
          {
            "title": "Project",
            "duration": "59:30"
          }
        ]
      },
      {
        "title": "Leave a Review",
        "duration": "01:00",
        "lectures": [
          {
            "title": "Leave a Review",
            "duration": "01:00"
          }
        ]
      }
    ]
  },
  "questions_and_answers": [
    {
      "id": 68487,
      "asked_by": "Noel",
      "question": "At the end of this course,do you get practice questions before exam",
      "answer": "Dear Noel, Thank you for contacting us. At the end of the course, you will have a mock exam and the final exam. The entire exam will be held online. The mock exam is for the practice purpose. Thanks",
      "asked_at": "2020-01-28T09:04:19Z",
      "helpful_count": 3
    },
    {
      "id": 83043,
      "asked_by": "craig",
      "question": "How much does the exam cost? Thanks",
      "answer": "Hi Craig, Good morning. The exams are included in the price. Stay Safe.",
      "asked_at": "2020-06-13T09:19:05Z",
      "helpful_count": 1
    },
    {
      "id": 152221,
      "asked_by": "Sean",
      "question": "Is this course for complete beginners?",
      "answer": "Hello Sean, Yes, this course is for complete beginners.",
      "asked_at": "2025-04-14T14:42:45Z",
      "helpful_count": 0
    }
  ]
}