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Python with Machine Learning: 100 Days of Coding like a Pro
Rating: 4.2 out of 5(25 ratings)
1,147 students

Python with Machine Learning: 100 Days of Coding like a Pro

Master Python with Machine Learning and Data Science by building 100 projects. Build websites, games, apps and tools!
Last updated 12/2023
English

What you'll learn

  • You'll achieve mastery in the Python programming language through the creation of 100 distinctive projects spanning 100 days
  • You will learn NumPy, Pandas, Matplotlib, Seaborn, Scikit, Plotly, SciPy, etc.
  • Develop a collection of 100 Python projects to build and enhance your portfolio for developer job applications
  • You will learn the practical ways of using Python for Data Science and Machine Learning
  • Build games, apps, websites, tools etc.

Course content

97 sections113 lectures59h 22m total length
  • Day 01: History, Scope, Features and Applications of Python and Installing IDE33:34

    Discover Python's history, scope, and features—from interpreted, object-oriented, high-level syntax to dynamic typing and indentation—and explore applications, open source status, and installing the PyCharm IDE.

  • Quiz for Learning Python Fundamentals

Requirements

  • Not a single line of coding experience required - I'll guide you through all the essentials you need to learn
  • PC or Mac with stable internet connection
  • No paid software required. I will guide you on how to download and install each software used in the course.

Description

Course Description:

Are you eager to become a Python programming expert and delve deep into the realms of Machine Learning and Data Science? Do you aspire to build real-world projects that not only solidify your skills but also pave the way for a successful career in tech? Look no further! Our comprehensive course, "Master Python with Machine Learning and Data Science by Building 100 Projects," is designed to transform you into a Python powerhouse and equip you with the skills needed to excel in the world of technology.

Course Highlights:

  1. Python Mastery: Begin your journey by mastering Python, one of the most versatile and in-demand programming languages in the industry. You'll start with the basics and gradually progress to advanced topics, ensuring a strong foundation.

  2. Hands-On Learning: This course is project-based, meaning you won't just learn theory; you'll apply your knowledge by building 100 diverse and practical projects. Each project is carefully designed to reinforce specific Python, Machine Learning, and Data Science concepts.

  3. Real-World Applications: Get ready to create websites, games, applications, and tools that mimic real-world scenarios. You'll work on projects that solve actual problems and showcase your skills to potential employers.

  4. Machine Learning & Data Science: Dive into the fascinating fields of Machine Learning and Data Science. You'll learn how to analyze data, create predictive models, and extract valuable insights from large datasets.

  5. Web Development: Explore the world of web development as you build dynamic websites using Python and popular frameworks like Django and Flask. Learn to create web applications with real-time functionality.

  6. Game Development: Develop interactive games with Python and popular libraries like Pygame. From 2D platformers to puzzle games, you'll gain a solid understanding of game design and coding.

  7. App Development: Create desktop and mobile applications using Python and tools like Tkinter and Kivy. Build applications that can run on various platforms, from Windows to Android.

  8. Tools and Utilities: Craft handy tools and utilities that can simplify everyday tasks. Whether it's automating data processing or building productivity apps, you'll have the skills to do it all.

  9. Project Portfolio: Throughout the course, you'll build a professional portfolio with 100 projects that showcase your versatility and proficiency as a Python developer, making you stand out to potential employers.

  10. Career Advancement: As you complete this course, you'll have a strong Python foundation, expertise in Machine Learning and Data Science, and a portfolio of impressive projects, making you a sought-after candidate in the job market.

  11. Lifetime Access: Gain lifetime access to course materials, updates, and a supportive community of learners and instructors. Continue learning and growing even after completing the course.

Tools Included:

  • Python

  • NumPy

  • Pandas

  • Matplotlib

  • Seaborn

  • Plotly

  • Big Data

  • SciPy

Who Should Enroll:

  • Beginners who want to start their programming journey with Python.

  • Intermediate Python developers looking to enhance their skills in Machine Learning and Data Science.

  • Anyone aspiring to become a web developer, game developer, app developer, or data scientist.

  • Tech enthusiasts seeking hands-on experience in building practical projects.


By the end of this course, you'll have the knowledge, experience, and confidence to tackle real-world challenges in Python, Machine Learning, and Data Science.

Enroll today and embark on a transformative learning journey that can open doors to a world of exciting opportunities in the tech industry!

Who this course is for:

  • Want to learn coding from scratch? Join this course and make cool projects!
  • Make your own websites and apps for your startup with this course.
  • New to coding? This course teaches you everything for pro Python skills
  • If you know programming but not Python, learn fast with coding projects.
  • If you're okay with Python, 100 days of code challenges will boost you up.