Machine Learning Certification Course

Machine Learning Certification FAQs

• What is Machine Learning?

  Machine learning is nothing but an implementation of Artificial Intelligence that allows systems to simultaneously learn and improve from past experiences without the need of being explicitly programmed. It is a process of observing data patterns, collecting relevant information, and making effective decisions for a better future of any organization. Machine learning facilitates the analysis of huge quantities of data, usually delivering faster and accurate results to extract profitable benefits and opportunities.
  

• What is Machine Learning used for?

  Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves.

• What are the different types of Machine Learning?

  Machine learning is generally divided into three types - Supervised Learning, Unsupervised Learning, and Reinforcement Learning. This Machine Learning course gives you an in-depth understanding of all these three types of machine learning.

• Does Machine Learning require coding?

  Yes, some coding knowledge is required to perform certain machine learning tasks like statistical analysis. Basic knowledge of either Python, R, or Java is recommended before taking this Machine Learning certification course.

• Are Machine Learning certifications worth it?

  Having a Machine Learning certification will help you gain the necessary knowledge and training to shape your career in an AI-led future and deal with machine learning problems.

• What is the career exposure after completing this Machine Learning course?

  Machine learning has gained global traction and many are aspiring to start a career in this field. Jobs in AI and machine learning have grown around 75 percent over the past few years and Gartner predicts that there will be 2.3 million jobs in the field by 2022. Our ML course will give you all the necessary skills to work in this exciting field.

• What are the job roles available after getting a Machine Learning certification?

  Some of the top job roles in the field of Machine Learning are Data Scientist, Machine Learning Engineer, NLP Scientist, Computer Vision Engineer, and Data Architect. This Machine Learning course gives you all the necessary skills to become eligible for such roles.

• What does a Machine Learning Engineer do?

  The roles and responsibilities of Machine Learning Engineers include:

  • Designing and building machine learning systems and schemes
  • Analyzing and processing data science prototypes
  • Performing statistical analysis and modifying models using test results
  • Training ML systems whenever required and enhancing prevailing Machine Learning frameworks and libraries
  • Exploring new data to improve the machine’s performance

• What skills should a Machine Learning Engineer know?

  A Machine Learning Engineer is expected to be skilled in areas like core math, statistics, basic programming, data modeling, neural networks, natural language processing, ML tools and libraries, and more. Our Machine Learning course will impart all of these skills and make you job-ready.

• What is the difference between Machine Learning and Deep Learning?

  • Machine learning is a subtype of Artificial Intelligence, while deep learning is the evolved version of machine learning.
  • Deep learning is driven by neural networks that imitate neurons in the human brain, embedding a multi-layer architecture. In contrast, machine learning involves the usage of statistical methods to make a machine learn automatically through previously stored data patterns and without the requirement of programming or any human intervention.

• What is the difference between Machine Learning and Artificial Intelligence?

  Artificial Intelligence is a broad field that encompasses everything that involves giving machines human-like intelligence. Machine learning is an important subset of AI where machines are given a lot of input data and algorithms are applied to train it and give them the ability to ‘learn’ and perform the desired actions. Our ML course deals with this topic in detail.

• Will this ML course help me to build a successful career in Machine Learning?

  Simplilearn’s Machine Learning certification course is designed by subject matter experts who know what skills are most valued by employers. Topics like types of machine learning, time series modeling, regression, classification, clustering, and deep learning basics are thoroughly covered, and allow you to start a career in this field.

• How will the labs be conducted?

  Simplilearn provides Integrated labs for all the hands-on execution of Machine Learning projects. The learners will be guided on all aspects, from deploying tools to executing hands-on exercises.

• How is Simplilearn’s Machine Learning course syllabus better than other course providers?

  Simplilearn’s Machine Learning online course is based on a robust syllabus that equips you with extensive knowledge of machine learning concepts and trains you to:

  • Work on real-time data
  • Develop algorithms using both supervised and unsupervised learning methods
  • Create regression, classification, and time series modeling
  • Use Python to draw inferences from different data sets

  Upon completing a lesson, learners are taken through practice sessions to understand concepts better and gain practical knowledge. Additionally, the course offers fundamental courses like ‘Math Refresher’ and ‘Statistical Essential for Data Science’ for those who lack the basic knowledge required to take this course. Hence this is the best course for machine learning which you can opt.

• Is this will be a live training or pre-recorded videos?

  If you enroll in self-paced e-learning, you will have access to pre-recorded videos. If you enroll in the Online Bootcamp, you will have access to live Machine Learning training conducted online as well as the self-learning content.

• What if I miss a class?

  Simplilearn provides recordings of each Machine Learning class so you can review them as needed before the next session. With Flexi-pass, Simplilearn gives you access to all classes for 90 days so that you have the flexibility to choose sessions as per your convenience.

• Who are the instructors and how are they selected?

  All of our highly qualified Machine Learning trainers are industry AI experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

• What is Global Teaching Assistance?

  Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in the Machine Learning in your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.

• What is online classroom training?

  Online classroom training for the Machine Learning certification is conducted via online live streaming of each class. The classes are conducted by a Machine Learning certified trainer with more than 15 years of work and training experience.

• What is covered under the 24/7 Support promise?

  We offer 24/7 support through email, chat, and telephone. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your Machine Learning course online with us.

• How do I enroll in this Machine Learning course?

  You can enroll in this Machine Learning certification course on our website and make an online payment using any of the following options:

  • Visa Credit or Debit Card
  • MasterCard
  • American Express
  • Diner’s Club
  • PayPal

  Once payment is received you will automatically receive a payment receipt and access information via email.

• What are the additional benefits I will get after enrolling in Simplilearn’s Machine Learning course?

  Simplilearn’s Machine Learning course offers additional benefits such as:

  • Access to in-depth knowledge of Machine Learning through 58 hours of applied learning, interactive labs, real-life, hands-on projects from Uber, Mercedes Benz, IDB, and 25+ hands-on exercises
  • Constant mentoring and assistance with the coursework from industry experts
  • Flexible training options in the form of self-paced learning, online bootcamp, or corporate training

• If I need to cancel my enrollment, can I get a refund?

  Yes, you can cancel your enrolment if necessary. We will refund the course price after deducting an administrative fee. To learn more, please read our Refund Policy.

• Is there any university partnered program in Machine Learning?

  Professionals who take this Machine Learning course do not stop their learning and are inspired to learn more advanced machine learning concepts and seek to understand advanced AI and machine learning concepts as well. Simplilearn’s Post Graduate Program in AI and Machine Learning in partnership with the prestigious Purdue University is ideal for this purpose.

• What is the recommended learning path after completing Machine Learning certification course?

  You can either enroll in our Artificial Intelligence course or if you are looking to get a University certificate, you can enroll in the PG in AI and Machine Learning.

• * Disclaimer

  * The Machine Learning projects have been built leveraging real publicly available data sets of the mentioned organizations.

• Is a Machine Learning course difficult to learn?

  Simplilearn’s machine learning course enables you to learn all the machine learning concepts systematically. The course is easy to understand and allows you to align theoretical knowledge with practical knowledge related to Machine learning. This is the best course for machine learning well suited for the ones who have prior knowledge of Statistics, Mathematics, Python programming and want to explore career options in machine learning.

• Which companies hire Machine Learning Engineers?

  Companies commonly hire engineers with machine learning certifications are Amazon Web Services, Databricks, Dataiku, Google Cloud, IBM, MathWorks, Microsoft Azure, RapidMiner, SAS, and TIBCO.

• What book do you suggest reading for Machine Learning?

  While taking this machine learning training, you can refer to the following books for a more comprehensive learning experience:

  • Machine Learning Yearning by Andrew Ng
  • Feature Engineering and Selection: A Practical Approach for Predictive Models by Max Kuhn and Kjell Johnson
  • Machine Learning Design Patterns by Valliappa Lakshmanan, Sara Robinson, Michael Munn
  • Hands-on Machine Learning by Aurelien Geron
  • Pattern Recognition & Machine Learning by Christopher M. Bishop

• What is the pay scale of Machine Learning professionals across the world?

  Professionals with machine learning certification earn an average salary of $113,425 in a year.

• What are the other courses offered by Simplilearn in Data science and Artificial Intelligence Domain?

  Simplilearn offers multiple courses on Data Science and AI domain. Those are listed below:

  • Deep Learning Course with Tensorflow Certification
  • Tableau Certification Course
  • Power BI Certification

  Master's Program:

  • AI Engineer
  • Data Scientist
  • Data Analyst

  Post Graduate Program:

  • PGP in AI and Machine Learning
  • PGP in Data Science
  • PGP in Data Analytics
  • PGP in Data Engineering