MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 96 lectures (8h 3m) | Size: 2.18 GB
Applied Data Science with Python Specialization
What you’ll learn
Understand Python language basics and how they apply to data science.
Practice iterative data science using Jupyter notebooks.
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.
Requirements
A computer – Windows, Mac, and Linux are all supported.
memory 10 GB+ and RAM 1-GB is sufficient.
no prior knowledge is required.
required for this course only your true efforts towards learning , lots of practice , and time.. thats all to go..
Description
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.
Who this course is for
Beginners with no previous programming experience looking to obtain the skills to get their first programming job.
who want to improve their career options by learning the Machine learning.
who want to improve their career options by learning the Python programming language.
Anyone looking to to build the minimum Python programming skills necessary as a pre-requisites for moving into machine learning, data science, and artificial intelligence.
who want to learn complete machine learning concepts for academics and projects and real life solutions.
who want to learn complete python concepts for academics
who wants to create own predictive model based on machine learning.
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