Data Science & Machine Learning with R
Category: IT & Software
Course Info
Overview
Develop a Data Science & Machine Learning with R arsenal of skills including critical strategic, managerial, and leadership abilities with our expertly developed Data Science & Machine Learning with R.
To stay ahead of the curve, companies are now embracing eLearning in the most inventive methods to develop an excellent workforce and produce optimal outcomes to get the most out of their investments. To align with your goals and your workplace objectives, Learning Paths has been working on creating the most effective and dynamic courses.
Through an immersive online experience, Learning Paths offers market-driven courses that empower you or any working professional with the competence required for the workplace of the future. We assess future skill demands using a data-driven methodology and ensure that all of our courses satisfy this need. This Data Science & Machine Learning with R course is no exception.
This platform provides you with exclusive resources to help you along your professional path, as well as the tools you’ll need to further your career.
To enhance your learning outcomes, this career-focused Data Science & Machine Learning with R curriculum employs a variety of interactive modules to provide you with abilities that are relevant to your career. This Data Science & Machine Learning with R course was also created with professionals in mind and is tailored to fit with your busy schedule.
Sign up for the Data Science & Machine Learning with R course today and build core Data Science & Machine Learning with R skills for tackling any complex challenges.
Description
This Data Science & Machine Learning with R course will teach you how to think critically and strategically about Data Science & Machine Learning with R, as well as how to build and implement strategy. You’ll also discover fundamental Data Science & Machine Learning with R ideas that will help you build the foundation you need to flourish in the workplace.This Learning Paths online Data Science & Machine Learning with R course is for working people who want to improve their abilities and advance in their careers. The Data Science & Machine Learning with R course is provided in an interactive virtual learning environment where you can study at your own comfort and convenience.
Who is this course for?
This certificate Data Science & Machine Learning with R course is curated for individuals who want to improve their hard and soft skills. The interactive, guided approach to learning and the potential to build their worldwide network online will help you thrive. Moreover, working professionals in managerial and leadership roles in a variety of industries will benefit from the emphasis on the dynamics of leadership, influence, and strategy, as well as Data Science & Machine Learning with R abilities. Those pursuing career advancement in the future will benefit from the skill to apply Data Science & Machine Learning with R-derived abilities to current and future employment.
Requirements
This Learning Paths Data Science & Machine Learning with R course will prepare you to make data-driven decisions that will give you a competitive edge. There are no formal requirements for this course. However smart gadgets and stable internet connection is required for a smooth learning journey.
Career Path
Earn a certificate of competence from the Learning Paths platform by learning all about Data Science & Machine Learning with R. This Data Science & Machine Learning with R course curriculum will benefit you at all stages of your career.
Certification
After successfully completing the Data Science & Machine Learning with R course, you will get your PDF certificate for FREE! The hardcopy certificate will cost only £11.99 with free shipping inside the UK. For delivery outside the UK an additional shipping charge will be applied.
Course Curriculum
| Data Science and Machine Learning Course Intro | |||
| Data Science and Machine Learning Introduction | 00:03:00 | ||
| What is Data Science | 00:10:00 | ||
| Machine Learning Overview | 00:05:00 | ||
| Who is This Course for | 00:03:00 | ||
| Data Science and Machine Learning Marketplace | 00:05:00 | ||
| Data Science and Machine Learning Job Opportunities | 00:03:00 | ||
| Getting Started with R | |||
| Getting Started | 00:11:00 | ||
| Basics | 00:06:00 | ||
| Files | 00:11:00 | ||
| RStudio | 00:07:00 | ||
| Tidyverse | 00:05:00 | ||
| Resources | 00:04:00 | ||
| Data Types and Structures in R | |||
| Unit Introduction | 00:30:00 | ||
| Basic Type | 00:09:00 | ||
| Vector Part One | 00:20:00 | ||
| Vectors Part Two | 00:25:00 | ||
| Vectors – Missing Values | 00:16:00 | ||
| Vectors – Coercion | 00:14:00 | ||
| Vectors – Naming | 00:10:00 | ||
| Vectors – Misc | 00:06:00 | ||
| Creating Matrics | 00:31:00 | ||
| List | 00:32:00 | ||
| Introduction to Data Frames | 00:19:00 | ||
| Creating Data Frames | 00:20:00 | ||
| Data Frames: Helper Functions | 00:31:00 | ||
| Data Frames Tibbles | 00:39:00 | ||
| Intermediate R | |||
| Intermediate Introduction | 00:47:00 | ||
| Relational Operations | 00:11:00 | ||
| Conditional Statements | 00:11:00 | ||
| Loops | 00:08:00 | ||
| Functions | 00:14:00 | ||
| Packages | 00:11:00 | ||
| Factors | 00:28:00 | ||
| Dates and Times | 00:30:00 | ||
| Functional Programming | 00:37:00 | ||
| Data Import or Export | 00:22:00 | ||
| Database | 00:27:00 | ||
| Data Manipulation in R | |||
| Data Manipulation in R Introduction | 00:36:00 | ||
| Tidy Data | 00:11:00 | ||
| The Pipe Operator | 00:15:00 | ||
| The Filter Verb | 00:22:00 | ||
| The Select Verb | 00:46:00 | ||
| The Mutate Verb | 00:32:00 | ||
| The Arrange Verb | 00:10:00 | ||
| The Summarize Verb | 00:23:00 | ||
| Data Pivoting | 00:43:00 | ||
| JSON Parsing | 00:11:00 | ||
| String Manipulation | 00:33:00 | ||
| Web Scraping | 00:59:00 | ||
| Data Visualization in R | |||
| Data Visualization in R Section Intro | 00:17:00 | ||
| Getting Started | 00:16:00 | ||
| Aesthetics Mappings | 00:25:00 | ||
| Single Variable Plots | 00:37:00 | ||
| Two Variable Plots | 00:21:00 | ||
| Facets, Layering, and Coordinate Systems | 00:18:00 | ||
| Styling and Saving | 00:12:00 | ||
| Creating Reports with R Markdown | |||
| Creating with R Markdown | 00:29:00 | ||
| Building Webapps with R Shiny | |||
| Introduction to R Shiny | 00:26:00 | ||
| A Basic R Shiny App | 00:31:00 | ||
| Other Examples with R Shiny | 00:34:00 | ||
| Introduction to Machine Learning | |||
| Machine Learning Part 1 | 00:22:00 | ||
| Machine Learning Part 2 | 00:47:00 | ||
| Starting A Career in Data Science | |||
| Starting a Data Science Career Section Overview | 00:03:00 | ||
| Data Science Resume | 00:04:00 | ||
| Getting Started with Freelancing | 00:05:00 | ||
| Top Freelance Websites | 00:05:00 | ||
| Personal Branding | 00:05:00 | ||
| Importance of Website and Blo | 00:04:00 | ||
| Networking Do’s and Don’ts | 00:04:00 | ||
| Assignment | |||
| Assignment – Data Science & Machine Learning with R | 00:00:00 | ||
Related Courses
Crack Your Mechanical Engineer Interview
£299.00Original price was: £299.00.£25.00Current price is: £25.00.1