Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Development Tools No-Code Development
Business
Entrepreneurship Communications Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certification Network & Security Hardware Operating Systems Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design Design Thinking 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition Yoga Mental Health Dieting Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Teacher Training Test Prep Other Teaching & Academics
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Cisco CCNA Amazon AWS CompTIA Security+ AWS Certified Developer - Associate
Graphic Design Photoshop Adobe Illustrator Drawing Digital Painting InDesign Character Design Canva Figure Drawing
Life Coach Training Neuro-Linguistic Programming Personal Development Mindfulness Meditation Personal Transformation Life Purpose Emotional Intelligence Neuroscience
Web Development JavaScript React CSS Angular PHP WordPress Node.Js Python
Google Flutter Android Development iOS Development Swift React Native Dart Programming Language Mobile Development Kotlin SwiftUI
Digital Marketing Google Ads (Adwords) Social Media Marketing Google Ads (AdWords) Certification Marketing Strategy Internet Marketing YouTube Marketing Email Marketing Google Analytics
SQL Microsoft Power BI Tableau Business Analysis Business Intelligence MySQL Data Modeling Data Analysis Big Data
Business Fundamentals Entrepreneurship Fundamentals Business Strategy Online Business Business Plan Startup Blogging Freelancing Home Business
Unity Game Development Fundamentals Unreal Engine C# 3D Game Development C++ 2D Game Development Unreal Engine Blueprints Blender
2021-02-16 14:36:41
30-Day Money-Back Guarantee
Development Data Science

Data Science for Beginners: Data Science Intro Course

A data science intro course. Data Science concepts, methodology, illustration of machine learning via chatbot, and more!
New
Rating: 4.0 out of 54.0 (1 rating)
3 students
Created by Ermin Dedic
Last updated 1/2021
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Explanation of key concepts in data science: big data, data mining, libraries, datasets, API's
  • Programming languages and which ones to learn
  • Data Science Methodology, expressed via Healthcare Insurance Company Case Study
  • Experience The Power of Machine Learning and Natural Language Processing via Chatbot Example
  • GitHub; how to use it for collaboration and version control.

Course content

7 sections • 35 lectures • 2h 45m total length

  • Preview02:41
  • What a Data Scientist Does?
    02:13
  • Big Data
    02:21
  • Preview04:16
  • Machine Learning vs. Deep Learning
    03:57
  • Preview04:39

  • Intro to Programming Languages
    02:22
  • Python
    02:20
  • SAS
    03:26
  • R
    02:30
  • SQL
    03:45

  • Data Science Methodology/Process Intro
    06:44
  • Business Understanding
    06:06
  • Data Understanding
    05:54
  • Data Prep
    09:00
  • Modeling
    07:28
  • Evaluation
    09:47
  • Deployment
    07:41
  • What Would You Pick?
    2 questions

  • Purpose of this Section
    07:52
  • What is a Chatbot?
    02:56
  • Preview02:07
  • Creating a name - Healthcare Service Chatbot
    04:01
  • Intents
    08:14
  • Entities
    08:06
  • Suggestions for More Learning
    02:36
  • Section Recap: Natural Language Processing , Machine Learning, and Use Cases
    06:04

  • Libraries
    05:42
  • API's
    03:37
  • Datasets
    07:02

  • Intro to Github
    02:41
  • Create a Repository
    04:20
  • Creating Branch and Commit Changes
    07:04
  • Pull Request and Merging Pull Request
    06:09

  • Quick Survey (2 questions)
    00:05
  • Bonus Offer
    00:11

Requirements

  • No. This is ideal for a beginner to Data Science.

Description

Welcome! If you see Data Science as a potential career in your future, this is the perfect course to get started with.

Our course does not require any previous Data Science experience. The goal of 'Data Science for Beginners' is to get you acquainted with Data Science methodology, data science concepts, programming languages, give you a peak into how machine learning works, and finally show you a data science tool like GitHub, which lets you collaborate with your colleagues.

Now, while this is a beginner course,  it does not mean that it is an easy course. For example in the Data Science methodology section, many different concepts are introduced. But please keep in mind that a. you will get concrete examples of what each concept means when it is brought up b. you can ask questions in the Q and A and c. most importantly, you are not meant to understand all the concepts .  Going through the methodology is meant to introduce you to concepts, not prepare you to fully apply them. You will get a chance to do this in other courses (ours or other providers).

Beyond this, you will get to build a simple chatbot. This hands-on activity will illustrate in a more interactive way how machine learning works and how you can provide a machine learning service such as this in your future career.

More practical/hands-on activities will be added by February 28th, 2021.

So, don't hesitate. Start your Data Science learning journey today!


Who this course is for:

  • Beginners to Data Science.
  • Individuals considering switching fields.
  • Individuals who want to get a general overview before focusing on specific Data Science topics.

Instructor

Ermin Dedic
All Things Data.
Ermin Dedic
  • 4.2 Instructor Rating
  • 4,967 Reviews
  • 41,767 Students
  • 24 Courses

I have a passion for anything data, whether it is applying statistical methods to data more generally, or utilizing a data-driven approach in the Healthcare or Finance/Banking industries.

I studied Psychology for 6-years, including 2 years of Graduate school, where I was training to be a Child/School Psychologist. I was fortunate enough to have the opportunity to experience a blend of course work and clinical work but also recognize some of the problems facing the mental health system and graduate school system. While I am very interested in finding a solution for the latter, this is a long-term goal.

I did ultimately decide to voluntarily leave the Grad program, it was via academics that I fell in love with statistics and statistical software like SPSS/SAS.

Furthermore, it was my Graduate school experience that not only solidified my interest in teaching, it's where I received a lot of positive feedback on my ability to break down complex topics.

I enjoy receiving messages from students who have passed exams, obtained interviews, or gained employment, from taking one of my courses.

---------------------------------------------------------------------------------------
Para meus alunos de língua portuguesa ...

Sou apaixonado por estatística, ciência de dados, programação orientada a objetos e psicologia / saúde mental. Eu desenvolvi um conhecimento em Programação e Estatística SAS através da minha escolaridade e auto-estudo. Também sou autodidata em programação orientada a objetos.


Eu sou um ex-aluno de graduação em psicologia educacional. Dois anos depois, decidi me retirar voluntariamente. Aprendi que o ambiente acadêmico tradicional e o ambiente clínico não eram o caminho adequado para promover mudanças em larga escala.


Ensinar é uma paixão há muito tempo. Criei meu primeiro curso de vídeo online em 2016 (um curso de Estatística). Foi um projeto de pura paixão. Como resultado de obter ótimos comentários, continuei! Atualmente, ensino os cursos de SAS, estatísticas e psicologia, mas também estou sempre aprendendo. Gosto de receber mensagens de alunos que passaram nos exames, obtiveram entrevistas ou obtiveram emprego ao fazer um de meus cursos.

----------------------------------------------------------------------------------------------


  • Udemy for Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Impressum Kontakt
  • Terms
  • Privacy policy
  • Cookie settings
  • Sitemap
  • Featured courses
Udemy
© 2021 Udemy, Inc.