Deep Learning Course (with Keras & TensorFlow) in Singapore

TensorFlow Training FAQs

• What is Deep Learning?

  Deep Learning also known as Deep Neural Learning, is a subset of machine learning, an application of AI, where machines imitate the workings of the human brain and employ artificial neural networks to process the information.

• What is TensorFlow?

  TensorFlow is an open source library created and released by google for numerical computation and building deep learning models.

• Why should I learn Deep Learning?

  In the traditional machine learning, most of the applied features need to be identified by a domain expert in order to reduce the complexity of the data. Whereas the biggest advantage of the Deep Learning algorithm is it tries to learn high-level features from data in an incremental manner, which makes the process simpler and popular. Deep Learning techniques outperform other techniques when the data size is large and complex, and also, this technique is behind many high-end innovations.

• How do I become a Deep Learning Engineer?

  This Deep Learning with Keras and TensorFlow certification course in Singapore will give you a complete overview of  Deep Learning concepts, enough to prepare you to excel in your next role as a Deep Learning Engineer. It will help you become familiar with artificial neural networks, PyTorch, autoencoders, and more. At the end of the course, you will get an industry-recognized course completion certificate from Simplilearn, which will be a testament to your skills.

• Why learn Deep Learning?

  There is a growing adoption of Artificial Intelligence in customer-centric services and is expected to drive the market significantly. Deep Learning is a promising subset of Artificial Intelligence and Machine Learning technologies. The deep learning market is estimated to be valued at USD 3.18 Billion and is expected to be worth USD 18.16 billion by 2023.

  Many tech giants are investing hugely in AI and currently offer attractive salary packages to the professionals skilled in Deep Learning. The entry-level professionals in this field earn an average salary of $95,000. With the rising demand, the field of deep learning is actively being explored by many professionals to add on to their existing skillset.

• What are the course objectives?

  Deep Learning is one of the most exciting and promising segments of Artificial Intelligence and machine learning technologies. This Deep Learning course in Singapore with TensorFlow is designed to help you master deep learning techniques and build deep learning models using TensorFlow, the open-source software library developed by Google for the purpose of conducting machine learning and deep neural networks research. It is one of the most popular software platforms used for deep learning and contains powerful tools to help you build and implement artificial neural networks.
   
  Advancements in deep learning are being seen in smartphone applications, creating efficiencies in the power grid, driving advancements in healthcare, improving agricultural yields, and helping us find solutions to climate change. With this Tensorflow course, you’ll build expertise in deep learning models, learn to operate TensorFlow to manage neural networks and interpret the results.
   
  And according to payscale.com, the median salary for engineers with deep learning skills tops $120,000 per year.

• What skills will you learn in Deep Learning course in Singapore?

  By the end of this Deep Learning course in Singapore with TensorFlow, you will be able to accomplish the following:

  • Understand the concepts of TensorFlow, its main functions, operations and the execution pipeline
  • Implement deep learning algorithms, understand neural networks and traverse the layers of data abstraction which will empower you to understand data like never before
  • Master and comprehend advanced topics such as convolutional neural networks, recurrent neural networks, training deep networks and high-level interfaces
  • Build deep learning models in TensorFlow and interpret the results
  • Understand the language and fundamental concepts of artificial neural networks
  • Troubleshoot and improve deep learning models
  • Build your own deep learning project
  • Differentiate between machine learning, deep learning and artificial intelligence

• Who should take this Deep Learning course in Singapore?

  There is booming demand for skilled Deep Learning Engineers across a wide range of industries, making this deep learning course with TensorFlow training well-suited for professionals at the intermediate to advanced level of experience. We recommend this Deep Learning course in Singapore particularly for the following professionals: 

  • Software engineers
  • Data scientists
  • Data analysts
  • Statisticians with an interest in deep learning

• What are the prerequisites for learning Deep Learning course in Singapore?

  Participants in this Deep Learning course in Singapore should have:

  • Familiarity with programming fundamentals
  • Fair understanding of basics of statistics and mathematics

• What if I miss a class?

  Simplilearn provides recordings of each class of Deep Learning course 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 trainers are Deep Learning and Machine Learning industry 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.

• How will the labs be conducted?

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

• What is Global Teaching Assistance?

  Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in TensorFlow 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.  

• Is this live training or will I watch pre-recorded videos?

  The TensorFlow certification training is conducted through live streaming. They are interactive sessions that enable you to ask questions and participate in discussions during class time. We do, however, provide recordings of each session you attend for your future reference. Classes are attended by a global audience to enrich your learning experience.

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

  We offer 24/7 support through email, chat, and calls. 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 Deep Learning course with us.

• What is online classroom training?

  All of the TensorFlow training classes are conducted via live online streaming. They are interactive sessions that enable you to ask questions and participate in discussions during class time.

• How do I enroll for the Deep Learning course?

  You can enroll for this Deep Learning 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.

• How can I learn more about this Deep Learning course?

  Contact us using the form on the right of any page on the Simplilearn website, or select the Live Chat link. Our customer service representatives can provide you with more details.

• Why is Deep Learning important?

  Companies are gathering a massive amount of data every day and analyzing them to draw meaningful business insights. Most of that data is in an unstructured format, i.e. in the form of text, image, audio, and video rather than numerical. Deep learning is quite effective for analyzing such types of data and has become vitally important for business decision making. With our TensorFlow certification course, you can learn all the essential deep learning concepts from scratch.

• Why should you take this Deep Learning course?

  Deep learning skills are in high demand and offer professionals a clear edge over others when applying for top related job roles like Machine Learning Engineer, Data Scientist, or NLP Specialist. Requiring a high level of technical understanding, one may not find it easy to learn deep learning through self-study. Taking up this Deep Learning course is a better option where you get the right guidance from industry experts.

• What kind of careers can I pursue with a background in Deep Learning?

  With the relevant skills that you gain from our Deep Learning course, you can apply for top job roles like Machine Learning Engineer, Data Scientist, Business Intelligence Developer, NLP Scientist, and more.

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

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