R Programming for Statistics and Data Science 2020

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6.5 часов курса
О курсе

R Programming for Statistics and Data Science 2020

R Programming is a skill you need if you want to work as a data analyst or a data scientist in your industry of choice. And why wouldn't you?  Data scientist is the hottest ranked profession in the US.

But to do that, you need the tools and the skill set to handle data. R is one of the top languages to get you where you want to be. Combine that with statistical know-how, and you will be well on your way to your dream title.

This course is packing all of this, and more, in one easy-to-handle bundle, and it’s the perfect start to your journey.

So, welcome to R for Statistics and Data Science!

R for Statistics and Data Science is the course that will take you from a complete beginner in programming with R to a professional who can complete data manipulation on demand. It gives you the complete skill set to tackle a new data science project with confidence and be able to critically assess your work and others’.   

Laying strong foundations

This course wastes no time and jumps right into hands-on coding in R. But don’t worry if you have never coded before, we start off light and teach you all the basics as we go along! We wanted this to be an equally satisfying experience for both complete beginners and those of you who would just like a refresher on R.

What makes this course different from other courses?

  • Well-paced learning.

Receive top class training with content which we’ve built - and rigorously edited - to deliver powerful and efficient results.

Even though preferred learning paces differ from student to student, we believe that being challenged just the right amount underpins the learning that sticks.

  • Introductory guide to statistics.

We will take you through descriptive statistics and the fundamentals of inferential statistics.

We will do it in a step-by-step manner, incrementally building up your theoretical knowledge and practical skills.     

You’ll master confidence intervals and hypothesis testing, as well as regression and cluster analysis.

  • The essentials of programming – R-based.

Put yourself in the shoes of a programmer, rise above the average data scientist and boost the productivity of your operations.

  • Data manipulation and analysis techniques in detail.

Learn to work with vectors, matrices, data frames, and lists.

Become adept in ‘the Tidyverse package’ - R’s most comprehensive collection of tools for data manipulation – enabling you to index and subset data, as well as spread(), gather(), order(), subset(), filter(), arrange(), and mutate() it.

Create meaning-heavy data visualizations and plots.

  • Practice makes perfect.

Reinforce your learning through numerous practical exercises, made with love, for you, by us.

What about homework, projects, & exercises?

There is a ton of homework that will challenge you in all sorts of ways. You will have the chance to tackle the projects by yourself or reach out to a video tutorial if you get stuck.

You: Is there something to show for the skills I will acquire?

Us: Indeed, there is – a verifiable certificate.

You will receive a verifiable certificate of completion with your name on it. You can download the certificate and attach it to your CV and even post it on your LinkedIn profile to show potential employers you have experience in carrying out data manipulations & analysis in R.

 If that sounds good to you, then welcome to the classroom :)

Программа
Introduction
Ten Things You Will Learn in This Course
Getting started
Intro
Downloading and installing R & RStudio
Quick guide to the RStudio user interface
RStudio's GUI
Changing the appearance in RStudio
Installing packages in R and using the library
The building blocks of R
Creating an object in R
Exercise 1 Creating an object in R
Требования
  • You’ll need to install R Studio. We will show you how to do it in one of the first lectures of the course
  • All software and data used in the course are free.
Что Вы изучите?
  • Learn the fundamentals of programming in R
  • Work with R’s conditional statements, functions, and loops
  • Build your own functions in R
  • Get your data in and out of R
  • Learn the core tools for data science with R
  • Manipulate data with the Tidyverse ecosystem of packages
  • Systematically explore data in R
  • The grammar of graphics and the ggplot2 package
  • Visualise data: plot different types of data & draw insights
  • Transform data: best practices of when and how
  • Index, slice, and subset data
  • Learn the fundamentals of statistics and apply them in practice
  • Hypothesis testing in R
  • Understand and carry out regression analysis in R
  • Work with dummy variables
  • Learn to make decisions that are supported by the data!
  • Have fun by taking apart Star Wars and Pokemon data, as well some more serious data sets
Лекторы
365 Careers
365 Careers
Creating opportunities for Business & Finance students

365 Careers is the #1 best-selling provider of finance courses on Udemy. The company’s courses have been taken by more than 1,000,000 students in 210 countries. People working at world-class firms like Apple, PayPal, and Citibank have completed 365 Careers trainings.

Currently, the firm focuses on the following topics on Udemy:


1) Finance – Finance fundamentals, Financial modeling in Excel, Valuation, Accounting, Capital budgeting, Financial statement analysis (FSA), Investment banking (IB), Leveraged buyout (LBO), Financial planning and analysis (FP&A), Corporate budgeting, applying Python for Finance, Tesla valuation case study, CFA, ACCA, and CPA

2) Data science – Statistics, Mathematics, Probability, SQL, Python programming, Python for Finance, Business Intelligence, R, Machine Learning, TensorFlow, Tableau, the integration of SQL and Tableau, the integration of SQL, Python, Tableau, Power BI, Credit Risk Modeling, and Credit Analytics

3) Entrepreneurship – Business Strategy, Management and HR Management, Marketing, Decision Making, Negotiation, and Persuasion, Tesla's Strategy and Marketing

4) Office productivity – Microsoft Excel, PowerPoint, Microsoft Word, and Microsoft Outlook

5) Blockchain for Business

All of the company’s courses are:

Pre-scripted

Hands-on

Laser-focused

Engaging

Real-life tested

By choosing 365 Careers, you make sure you will learn from proven experts, who have a passion for teaching, and can take you from beginner to pro in the shortest possible amount of time.

If you want to become a financial analyst, a finance manager, an FP&A analyst, an investment banker, a business executive, an entrepreneur, a business intelligence analyst, a data analyst, or a data scientist, 365 Careers’ courses are the perfect place to start. 

365 Simona (The 365 Team)
365 Simona (The 365 Team)
Data Science Instructor

My name is Simona and I am your friendly neighborhood Data Science instructor. 

I am a Cognitive Science researcher by formal training, a Data Science and
Statistics enthusiast by heart. As a graduate from the University of
Edinburgh, I have a rigorous academic approach and an uncompromising
drive for excellence, and I am super excited to share my experience with
you!

Платформа
Udemy
Курсы Udemy подойдут для профессионального развития. Платформа устроена таким образом, что эксперты сами запускают курсы. Все материалы передаются в пожизненный доступ. На этой платформе можно найти курс, без преувеличений, на любую тему – начиная от тьюториала по какой-то камере и заканчивая теоретическим курсом по управлению финансовыми рисками. Язык и формат обучения устанавливается преподавателем, поэтому стоит внимательно изучить информацию о курсе перед покупкой.
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