Search result for Introduction to data science in python Online Courses & Certifications
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Design Thinking and Predictive Analytics for Data Products
by Julian McAuley , Ilkay Altintas- 4.5
Approx. 8 hours to complete
This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. Introduction to Support Vector Machines Classification in Python Introduction to Training and Testing Gradient Descent in Python...
Data Visualization Capstone
by Collin Paschall- 4.9
Approx. 22 hours to complete
Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Introduction to forcats...
Understanding and Visualizing Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.7
Approx. 20 hours to complete
In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. WEEK 1 - INTRODUCTION TO DATA Introduction to Jupyter Notebooks Data Types in Python Introduction to Libraries and Data Management Tables, Histograms, Boxplots in Python...
Spatial Data Science and Applications
by Joon Heo- 4.4
Approx. 12 hours to complete
Consequently, they are bound to hire more and more spatial data scientists. In the second week, four disciplines related to spatial data science - GIS, DBMS, Data Analytics, and Big Data Systems, and the related open source software's - QGIS, PostgreSQL, PostGIS, R, and Hadoop tools are introduced together. 1 Introduction to Spatial Data Science...
Crash Course on Python
by Google Career CertificatesTop Instructor- 4.8
Approx. 32 hours to complete
This course is designed to teach you the foundations in order to write simple programs in Python using the most common structures. Why is Python relevant to IT? Practice Quiz: Introduction to Python Classes and Objects in Python (Optional) Understand what Python is and why Python is relevant to automation Write short Python scripts to perform automated actions...
Introduction to Python Programming
by Brandon Krakowsky- 4
Approx. 28 hours to complete
This course provides an introduction to programming and the Python language. Students are introduced to core programming concepts like data structures, conditionals, loops, variables, and functions. Introduction to core programming concepts: Data structures, Conditionals, Variables, Functions, and Loops Design and write fully-functional Python programs using commonly used data structures, custom functions, and reading and writing to files...
Introduction to Translational Science
by Martin S. Zand, MD, PhD- 4.5
Approx. 11 hours to complete
Introduction to Translational Science is an introductory course that provides students with a broad understanding of translational science, the types of research that are conducted under the translational science umbrella, and how this research impacts the public at large. T1 - Translation to Humans - Introduction (10:48) Participating in Clinical and Translational Science - Introduction (4:12)...
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AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
Approx. 8 hours to complete
Specifically, the courses in this specialization are meant for practicing data scientists who are knowledgeable about probability, statistics, linear algebra, and Python tooling for data science and machine learning. This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises....
SQL for Data Science Capstone Project
by Don Noxon- 3.9
Approx. 35 hours to complete
Data science is a dynamic and growing career field that demands knowledge and skills-based in SQL to be successful. This course is designed to provide you with a solid foundation in applying SQL skills to analyze data and solve real business problems. Getting Started and Milestone 1: Project Proposal and Data Selection/Preparation Introduction of Data of Unknown Quality...
Python Programming: A Concise Introduction
by Bill Boyd- 4.7
Approx. 18 hours to complete
The goal of the course is to introduce students to Python Version 3. It will show how to install Python and use the Spyder IDE (Integrated Development Environment) for writing and debugging programs. Beginning to Program in Python Introduction to loops - the "while" loop Introduction to lists Introduction to datatypes...