Course Information
Course Overview
Go from Beginner to Expert in Python | Master Machine Learning by building project | Learn Applied Data Science projects
Data is at the heart of our digital economy and data science has been ranked as the hottest profession of the 21st century. Whether you are new to the job market or already in the workforce and looking to upskill yourself, this five course Data Science with Python Professional Certificate program is aimed at preparing you for a career in data science and machine learning. No prior computer programming experience required!
You will start by learning Python, the most popular language for data science. You will then develop skills for data analysis and data visualization and also get a practical introduction in machine learning. Finally, you will apply and demonstrate your knowledge of data science and machine learning with a capstone project involving a real life business problem.
This program is taught by experts and focused on hands-on learning and job readiness. As such you will work with real datasets and will be given no-charge access to tools like Jupyter notebooks in the IBM Cloud. You will utilize popular Python toolkits and libraries such as pandas, numpy, matplotlib, seaborn, folium, scipy, scikitlearn, and more.
Start developing data and analytical skills today and launch your career in data science!
This course is highly practical but it won't neglect the theory. we'll start with python basics, and then understand the complete concept of environment , variables , loops , conditions and more advance concept of python programming and machine learning and we install the needed software (on Windows, Linux and Mac OS X), then we'll dive and start python programming straight away. From here onward you'll learn everything by example, by analyzing and practicing different concepts such as operator, operand, conditional statements, looping ,data management .etc, so we'll never have any boring dry theoretical lectures.
The course is divided into a number of sections, each section covers a complete python programming field and complete machine learning field, in each of these sections you'll first learn basic python, and how to practically apply the concept of python on your lab, not only that but you'll also learn how to apply python for data science and machine learning. By the end of the course you will have a strong foundation in most python programming and machine learning fields.
Course Content
- 4 section(s)
- 138 lecture(s)
- Section 1 Introduction
- Section 2 Installing notebook
- Section 3 Lets Learn Python First
- Section 4 Let's Launch into Machine Learning
What You’ll Learn
- Complete python masterclass from zero to Advanced
- Complete machine learning masterclass (zero to advanced level)
- Understand Python language basics and how they apply to data science.
- Practice iterative data science using Jupyter notebooks.
- You will be able to programe in Python Professionally
- Be able to use Python for data science and machine learning
- Analyze data using Python libraries like pandas and numpy.
- Create stunning data visualizations with matplotlib, folium, and seaborn.
- Build machine learning models using scipy and scikitlearn.
- Demonstrate proficiency in solving real life data science problems.
Skills covered in this course
Reviews
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AAkari Takahashi
Amazing course with real-world examples. I would recommend it to those who are starting to learn Python, as well as machine learning, and those who want to do real-world projects and predictive modeling.
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AAlessia lewis
Great course content and brilliant instructors. Like the fact that this course is project based, and you learn great skills with each lesson, and with practical examples. Thanks!
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DDhruv Arya
This course is quite comprehensive when compared with other courses available on this platform that is why i brought it. it is packed full with amazing content and helpful resources. instructor is a very good teacher and explain each and every topic very clearly. i enjoyed the course. thank you
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EEthan Alexander
This course is perfect and I appreciated the clear and approachable delivery of the subject. I will look for more of your courses. thank you!