Search result for Data science fundamentals Online Courses & Certifications
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Implementation of Data Structures
by Deepak B. Phatak , Nagesh Karmali , Ajit Diwan , Ganesh Ramakrishnan- 0.0
6 Weeks
Learn how to write correct and efficient data structures manipulation using existing standard template library (STL) of C++. In this Computer Science course, you will learn about implementation of all major abstract data structures using object-oriented programming paradigm of C++. This course is part of the Fundamentals of Computer Science XSeries Program:...
$149
Applied Data Science for Data Analysts
by Kevin Coyle , Mark Roepke , Emma Freeman- 4.2
Approx. 16 hours to complete
In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. These courses are: Apache Spark for Data Analysts and Data Science Fundamentals for Data Analysts....
Foundations of Data Structures
by Deepak B. Phatak , Nagesh Karmali , Ajit Diwan , Ganesh Ramakrishnan- 0.0
6 Weeks
Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures. This course is part of the Fundamentals of Computer Science XSeries Program:...
$149
Object-Oriented Programming
by Deepak B. Phatak , Supratik Chakraborty , Nagesh Karmali , Firuza Karmali (Aibara)- 0.0
4 Weeks
This course is part of the Fundamentals of Computer Science XSeries Program: Foundations of Data Structures Implementation of Data Structures...
$149
Principles, Statistical and Computational Tools for Reproducible Data Science
by Curtis Huttenhower , John Quackenbush , Lorenzo Trippa , Christine Choirat- 0.0
8 Weeks
Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others. We’ll cover Fundamentals of Reproducible Science; Case Studies; Data Provenance; Statistical Methods for Reproducible Science; Computational Tools for Reproducible Science; and Reproducible Reporting Science....
$99
Python for Data Science, AI & Development
by Joseph Santarcangelo- 4.6
Approx. 17 hours to complete
Kickstart your learning of Python for data science, as well as programming in general, with this beginner-friendly introduction to Python. Applied Data Science Specialization IBM Data Science Professional Certificate Python Data Structures Python Programming Fundamentals Working with Data in Python Loading Data with Pandas Pandas: Working with and Saving Data APIs, and Data Collection...
Fundamentals of Data Science with Python
by Packt Publishing- 3.8
2.5 hours on-demand video
Implement powerful data science techniques with Python using NumPy, SciPy, Matplotlib, and scikit-learn Python has grown into a key language that can be used to develop solutions for a variety of data science challenges. This course will teach you the fundamentals of data science using Python and its growing collection of libraries that focus on particular elements of data science....
$12.99
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The R Programming Environment
by Roger D. Peng, PhD , Brooke Anderson- 4.4
Approx. 27 hours to complete
This course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting. Whether you are part of a data science team or working individually within a community of developers, this course will give you the knowledge of R needed to make useful contributions in those settings....
Algorithms
by Deepak B. Phatak , Nagesh Karmali , Ajit Diwan , Ganesh Ramakrishnan- 0.0
6 Weeks
This course is part of the Fundamentals of Computer Science XSeries Program: Foundations of Data Structures Implementation of Data Structures How to use algorithms with appropriate data structures, to solve real life problems. How algorithms and data structures can be used to design system at scale....
$149
Data Visualization and D3.js
by Ryan Orban , Chris Saden , Jonathan Dinu- 0.0
Approx. 7 weeks
Learn by doing! You will analyze existing data visualization and create new ones to learn about the field. At it’s core, data visualization is a form of communication. Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization. lesson 1 Visualization Fundamentals Learn about the elements of great data visualization....
Free