Python A to Z Bootcamp (2021) Basic-DataScience-API(50 Hrs)

🎓 Python A to Z Bootcamp: Basic to Data Science (2021)

🚀 Headline: Dive into the World of Python with Our Comprehensive Bootcamp!

👩‍💻 Course Description: Are you ready to embark on a journey into the realm of Python programming? Whether you're a complete beginner or an existing programmer looking to expand your skill set, our "Python A to Z Bootcamp: Basic to Data Science (2021)" is designed to guide you through every aspect of Python. From the basics to advanced data science and machine learning techniques, this course offers a structured path to mastering Python and its libraries.

🧐 What You'll Learn:

• Python Fundamentals: Learn the core concepts of Python programming, including syntax, variables, data structures, and control flow.
• Data Manipulation with Pandas: Gain proficiency in handling data frames and performing complex manipulations to prepare data for analysis.
• Numerical Computing with Numpy: Understand how to perform high-performance numerical computations and use Numpy arrays and matrices effectively.
• Data Visualization with Matplotlib: Visualize your data with powerful and customizable plots to interpret trends, patterns, and insights.
• Machine Learning with Scikit Learn: Explore the world of machine learning by implementing models using Scikit Learn, understanding parameters, hyper-parameters, and model evaluation techniques.
• Data Science Projects: Engage in real-world mini-projects to solidify your understanding and enhance your practical skills.
• Supervised and Unsupervised Learning: Dive deep into supervised learning concepts, data correlation, model selection, and uncover the secrets of clustering with K-Means and Hierarchical Clusterng.
• API Python: Learn to work with APIs in Python to fetch, post, and analyze data from various sources, including currency conversion calculators and protected websites.
• Web Scraping: Master the art of web scraping to extract information from URLs, handle robot.txt protections, and pagination.
• Data Analysis and Basic Plotting: Analyze your datasets, find correlations, and prepare data for modeling with Python's powerful libraries.

🛠️ Skills Acquired:

• Python programming basics
• Data manipulation and analysis using Pandas
• Numerical computations and matrix operations with Numpy
• Data visualization techniques with Matplotlib
• Machine learning model implementation and parameter tuning with Scikit Learn
• Execution of supervised and unsupervised learning algorithms
• Real-world API interaction and web scraping practices
• Effective use of Python for data science projects

👨‍🏫 Your Instructor: Learn from an expert instructor who brings years of industry experience and a passion for teaching to the Bootcamp. With a focus on hands-on learning and practical application, you'll not only understand the theoretical aspects but also be able to apply your knowledge to real-world scenarios.

📚 Course Material:

• In-depth video tutorials covering all Python basics to advanced topics
• Hands-on coding exercises to practice your skills
• Real-world datasets for analysis and experimentation
• Interactive quizzes to test your understanding
• Final projects to showcase your learning and skill set

📅 Start Your Learning Journey Today! Enroll now to begin your Python adventure. Whether you're aiming to land a new job, enhance your current role, or simply satisfy your curiosity about data science and machine learning, this bootcamp is the perfect step towards achieving your goals.

🔥 Join us and unlock the power of Python in 2021! 🔥

Note: This course outline is designed to provide a comprehensive educational experience for learners who are ready to commit time and effort to mastering Python for data science applications. It assumes that you have a basic understanding of programming concepts or familiarity with other programming languages. If you're starting from scratch, some initial self-study or foundational courses may be beneficial before jumping into this bootcamp.