CMLP.pdf
- 1. Global Skill Development Council Global Skill Development Council GSDC Certi ied Machine Learning Professional GSDC's Cer fied Machine Learning Professional gives learners a broad introduc on and all aspects of machine learning. www.gsdcouncil.org / info@gsdcouncil.org The Global Skill Development Council (GSDC) is the leading third-party, Vendor- neutral, international credentialing and certification organization. The Global Skill Development Council (GSDC) is proud to be ANSI Accredited Member. The American National Standards Institute (ANSI) is a private, non-profit organization that administers and coordinates the U.S. voluntary standards and conformity assessment system. Our Accreditation: ABOUT CERTIFICATION GSDC's Certified Machine Learning Professional gives learners a broad introduction and all aspects of machine learning. Machine learning is everywhere nowadays because we are businesses wants the machine to learn to behave like human but in an efficient way. After getting this qualification you will be able to use the probability concepts and statistical methods to design and build a core machine learning algorithm, Also candidates will learn two types of ML which are supervised and unsupervised. Human beings are facing both types of ML algorithms every day like a spam filter in your mail or voice recognition from your Smartphone which comes under supervised ML. In unsupervised ML you will learn how e-commerce platform shows you products you want to buy. OBJECTIVES You will learn Machine Learning concepts and future scope Learn about deep learning fundamentals Learn Supervised and Unsupervised learning You will learn to design Machine Learning algorithms. Showcase your expertise Prove your Machine Learning skills and understanding. Implement your skills in your organization. Scale up your career. You will become a part of this industrial revolution. BENEFITS TIFI R E E D C
- 2. Find out more online at www.gsdcouncil.org 1. Introduction to Machine Learning: A. What is Machine Learning 1. Iterative learning from data 2. What’s old is new again B. Definition of Big Data C. Big Data in Context with Machine Learning D. The Need to Understand and Trust your Data E. Hybrid Cloud And Its importance F. Leveraging the Power of Machine Learning 1. Descriptive analytics 2. Predictive Analytics G. When Statistics and Data Mining Teams Up with Machine Learning H. Machine Learning in Context I. Approaches towards Machine Learning 1. Supervised learning 2. Unsupervised learning 3. Reinforcement learning F. Neural networks and deep learning Applying Machine Learning to Business Needs A. Understanding of customer dissatisfaction B. Recognizing the reason behind poor customer satisfaction C. Preventing Accidents from happening D. Advice for Applying Machine Learning Looking Inside Machine Learning A. The Impact of Machine Learning on Applications 1. Algorithm’s role 2. Categories of the machine learning algorithm Further Information: You may also be interested in: Lean Six Sigma DevOps Practitioner Certification Available: Ethereum developer Blockchain Architect Hyperledger Developer GSDC Technical Advisory Board : The GSDC is the leading certification association which brings together innovative organizations and founding thought-leaders as Technical Advisors from over 40 countries to design curriculum on Blockchain, Devops, Six Sigma & Agile Certifications. There are no pre-requisites required for getting this certification. Basic knowledge of programming and statistics will be beneficial. Pre- Requisites: 3. Training machine learning systems B. Data Preparation 1. Identifying Relevant Data 2. Governing Data C. The Machine Learning Cycle D. Application Example: Photo OCR Getting Started With Machine Learning A. Understanding How Machine Learning Can Help B. Focus On The Business Problem 1. Bringing data silos together 2. Avoiding troubles to occur 3. Getting the focus of customers C. Machine Learning for Business Learning Machine Skills A. Determining the skill that you need B. Getting educated C. IBM-Recommended Resources Using Machine Learning To Provide Solutions Business Problems A. Applying Machine Learning To Patient Health B. Leveraging IoT to create more predictable outcomes C. Proactively Responding To IT Issues D. Protecting against fraud Ten Predictions On The Future Machine Learning COURSE SYLLABUS IT Professionals Software Developers Process Managers Project Managers Web Developers Data Analysis Professionals Application Developers Target Audience