Udemy - Learn Machine learning from scratch

  • 8
  • 0
  • 0
  • 0
wolves-头像
Udemy - Learn Machine learning from scratch
收藏
  • Udemy - Learn Machine learning from scratch-缩略图
  • 举报
  • 点赞
  • 0
  • 分享

素材介绍

Udemy - Learn Machine learning from scratch

Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44.1 KHz, 2 ChGenre: eLearning Video | Language: English | Duration: 6.5 hour | Size: 4.62 GBThe course for Introduction to Machine Learning is to help you understand what machine learning can and can't do for you today and what it might do for you in the future.



What you'll learn Part of the emphasis of this course is on using the right tools.This course uses both Python and R to perform various tasks.The emphasis is on getting you up and running as quickly as possible, and to make examples straightforward and simple so that the application code doesn't become a stumbling block to learning.RequirementsNot hard and fast but you have basic knowledge of math, exposure to computer and internet. Computer knowledge is required to run programming languages and math for building algorithms.DescriptionCourse Name: An Introduction to Machine LearningThe term machine learning has all sorts of meanings attached to it today, especially after Hollywood's (and others') movie studios have gotten into the picture. Films such as Ex Machina have tantalized the imaginations of moviegoers the world over and made machine learning into all sorts of things that it really isn't. Of course, most of us have to live in the real world, where machine learning actually does perform an incredible array of tasks that have nothing to do with androids that can pass the Turing Test (fooling their makers into believing they're human). An Introduction to Machine Learning provides you with a view of machine learning in the real world and exposes you to the amazing feats you really can perform using this technology. Even though the tasks that you perform using machine learning may seem a bit mundane when compared to the movie version, by the time you finish this video lectures, you realize that these mundane tasks have the power to impact the lives of everyone on the planet in nearly every aspect of their daily lives. In short, machine learning is an incredible technology - just not in the way that some people have imagined.Why do use Machine Learning?Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.Most industries working with large amounts of data have recognized the value of machine learning technology. By gleaning insights from this data - often in real-time - organizations are able to work more efficiently or gain an advantage over competitors. The Different Industries which are engaging heavily for development and deployment of Machine Learning are:1. Financial Services2. Health Care3. Oil & Gas4. Government5. Retail6. TransportationWhat we can do with Machine Learning?Using algorithms to build models that uncover connections, organizations can make better decisions without human intervention.1. Opportunities for machine learning in business2. Applying machine learning to IoT3. Robot locomotion4. Medical diagnosis5. Search engines6. Telecommunication7. General game playingThese are some few applications example and numerous others have not listed.Course contentPART 1: INTRODUCING HOW MACHINES LEARN.Getting the Real Story about AILearning in the Age of Big DataHaving a Glance at the FuturePART 2: PREPARING YOUR LEARNING TOOLSInstalling an R DistributionCoding in R Using RStudioInstalling a Python DistributionCoding in Python Using AnacondaExploring Other Machine Learning ToolsPART 3: GETTING STARTED WITH THE MATH BASICSDemystifying the Math behindMachine LearningDescending the Right CurveValidating Machine LearningStarting with Simple LearnersPART 4: LEARNING FROM SMART AND BIG DATAPreprocessing DataLeveraging SimilarityWorking with Linear Models the Easy WayHitting Complexity with Neural NetworksGoing a Step beyond Using SupportVector MachinesResorting to Ensembles of LearnersPART 5: APPLYING LEARNING TO REAL PROBLEMSClassifying ImagesScoring Opinions and SentimentsRecommending Products and Movies
wolves-头像
  • 4
  • 271408
  • 监狱内部场景3D模型
    监狱内部场景3D模型
    • 1
    • 0
    • 0
    • 0
  • 低聚办公中心建筑3d模型Low poly office center building
    低聚办公中心建筑3d模型Low poly office center building
    • 1
    • 0
    • 0
    • 0
  • Piano for Singer/Songwriters | Write Songs and Perform Live
    Piano for Singer/Songwriters | Write Songs and Perform Live
    • 29
    • 0
    • 0
    • 0

评论(0)

  • 热评
  • 所有评论
还没有评论哦~
还没有评论哦~

关键词

  • Udemy
  • Learn-Machine
  • learning-from-scratc
  • 从头开始学习机器学习
  • 近期更新
  • 热评推荐
  • 热门点击
监狱内部场景3D模型

监狱内部场景3D模型

2019-11-18 11:39:23

低聚办公中心建筑3d模型Low poly office center building

低聚办公中心建筑3d模型Low poly office center building

2019-11-18 10:45:10

Piano for Singer/Songwriters | Write Songs and Perform Live

Piano for Singer/Songwriters | Write Songs and Perform Live

2019-11-16 18:56:18

Eye Mask Mockup Set

Eye Mask Mockup Set

2019-11-16 18:42:28

Verona Mod wood kitchen furniture 木制厨房家具 室内开放式厨房模型

Verona Mod wood kitchen furniture 木制厨房家具 室内开放式厨房模型

2019-11-16 18:11:02

三维空间感照片相册美好回忆开场片头(含音乐) Lovely Slideshow

三维空间感照片相册美好回忆开场片头(含音乐) Lovely Slideshow

2019-04-02 23:46:03

监狱内部场景3D模型

监狱内部场景3D模型

2019-11-18 11:39:23

低聚办公中心建筑3d模型Low poly office center building

低聚办公中心建筑3d模型Low poly office center building

2019-11-18 10:45:10

Eye Mask Mockup Set

Eye Mask Mockup Set

2019-11-16 18:42:28

Verona Mod wood kitchen furniture 木制厨房家具 室内开放式厨房模型

Verona Mod wood kitchen furniture 木制厨房家具 室内开放式厨房模型

2019-11-16 18:11:02

Ionic 4 - Build iOS, Android & Web Apps with Ionic & Angular

Ionic 4 - Build iOS, Android & Web Apps with Ionic & Angular

2019-10-10 22:44:18

GNBD Smoke Project - 4K TIFF Files

GNBD Smoke Project - 4K TIFF Files

2018-11-20 16:27:54

Directing Motion Daytime Movement and Direction Workshop HD

Directing Motion Daytime Movement and Direction Workshop HD

2019-10-30 14:46:01

After Effects CS6: The Complete Guide to Adobe After Effects

After Effects CS6: The Complete Guide to Adobe After Effects

2017-11-03 21:28:21

The Puffin by Kay Bojesen 海雀玩具模型

The Puffin by Kay Bojesen 海雀玩具模型

2019-10-08 20:12:53

标签云

  • Udemy
  • Learn-Machine
  • learning-from-scratc
  • 从头开始学习机器学习

相关资源/猜你喜欢