The extensive amount of unstructured and structured data generated today along with the advancement of algorithms has led to the rise of deep learning. If you are somebody who is intrigued by deep learning and wants a review of all the Advanced-level courses for it, this list article is perfect for you.
Introduction to Deep Learning
Deep learning is a course of action of machine learning (a variant of artificial intelligence) that assimilates neural networks (a multi-layered structure of algorithms) in 3 or more sequential layers. Deep learning is useful while apprehending patterns from unlabelled or amorphous data. It is often used in image and speech recognition and computer vision applications in order to draw the same conclusions as that of the human brain.
We have constructed this list article which consists of the top skills required, course providers and advanced-level deep learning courses. Read along to find out how you can start your journey in this realm and choose a course that is best suited for you.
Top Deep Learning Skills Required at Advanced Level
The important deep learning skills that you will need to acquire in the beginning are as follows:
Artificial neural networks?
Artificial neural networks are at the heart of deep learning that helps computers in solving complex problems. They may have 3 or more deep layers to assist in answering complex questions. Neural networks with more than 3 layers act as a backbone of deep learning.
Machine learning
Deep learning is the subset of machine learning that is applied to large sets of data. An understanding of machine learning algorithms such as linear regression, logistic regression, hierarchical clustering, apriori etc is important for deep learning.
Top Deep Learning Learning Platforms?
There are various learning platforms available for deep learning. The advanced level top course providers are listed as under:
- Coursera: It is a US-based online course provider that works with various universities to come up with online courses, certifications and degrees in varied subjects.
- edX: It offers a wide range of high-quality online courses from the world’s top universities and institutions in various disciplines with some courses at no charge.
- Future Learn: It is an online certification and degree provider that has a course for every professional skill that you want to master. They have a faculty of educators from top universities and cultural institutions.
- Udacity: It is a leading certification and course provider to train the world’s workforce in the careers of the future. They partner with leading technology companies to identify the critical skills required and bring them to everybody’s doorstep
- Simpliv LLC: It is a global online learning platform providing online training on various topics. It imparts life skills to its learners with its cost-effective courses.?
- Talentsprint: It is a National Stock Exchange (NSE) Group Company that brings transformational high-end and deep-tech learning programs to emerging and experienced professionals in partnership with top academic institutions and global corporations.
- Whizlabs: It is the pioneer among online training providers over the world. They provide online certification training in various disciplines such as Cloud Computing, Java, Big Data, Project Management, Agile, Linux, CCNA and Blockchain.
- FORE School of Management: It has been designing, developing and conducting innovative Executive Education (EE)/ Management Development Programmes (MDPs) for working executives in India for over three decades.
- Dataquest: It aims at teaching data skills to the whole world. It is an online course provider making data skills accessible to the whole world.
Top Deep Learning Courses
We have prepared a list of the top deep learning courses for advanced-level learners that you can refer to:
- This capstone, offered by IBM, will allow learners to apply their deep learning and expertise to a real-world challenge.
- Pedagogy: This self-paced course has a duration of 16 hours and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course includes case-based learning, virtual labs and a capstone project towards the end.
- Faculty: This course has international faculty.
- Price: You can join this course for
- ?1,691/month
- $21/month
- ￡18/month
- This program is offered by IBM and will equip you with the necessary skills to be a successful AI practitioner. It will also prepare you for a lucrative career in deep learning.
- Pedagogy: This self-paced course has a duration of 7 months and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides a capstone project to its learners.
- Faculty: This course has international faculty.
- Price: You can join this course for
- ?36,607
- $526
- ￡437
- This course will teach you how to use reinforcement learning algorithms and frame reinforcement learning problems.
- Pedagogy: This self-paced course is 6 weeks long and comes with lifetime access, instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course has case-based learning and provides an alumni network.
- Faculty: This course has international faculty who ensure personalized teaching for its learners.
- Price: You can join this course for
- ?900/month
- $39/month
- ￡33/month
- This course will make you familiar with machine learning algorithms, data modeling and artificial intelligence.
- Pedagogy: This self-paced course has a duration of 6 months and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides hands-on training, virtual labs and a capstone project towards the end.
- Career impact: Job assistance is made available for the learners after course completion.
- Faculty: This course has international faculty who ensure personalized teaching for the learners.
- Price: You can join this course for
- ?16,457/month
- $339/month
- ￡282/month
- This course aims to teach you about deep learning models using TensorFlow.?
- Pedagogy: This self-paced course comes with lifetime access to the course material, instructor-moderated discussions and post-course interactions.
- Price: You can join this course for
- ?699
- $10
- ￡7
- This course will give you a solid understanding of the structure and configuration of AI solutions in Microsoft Azure.
- Pedagogy: This self-paced course lasts 2.33 hours and includes instructor-moderated discussions and post-course interactions.
- Hands-on Approach: This course includes case-based learning and capstone projects.
- Price: You can join this course for
- ?579/month
- $25/month
- ￡21/month
- This course will teach you how to use advanced functionality to serialize and deserialize PyTorch models and train them before deploying them for prediction.
- Pedagogy: This self-paced course lasts 133 minutes and includes instructor-moderated discussions and post-course interactions.
- Hands-on Approach: This course includes case-based learning and capstone projects.
- Price: You can join this course for
- ?579/month
- $25/month
- ￡21/month
- This course will teach you how to identify anomalies in large data sets. You'll first learn how to identify anomalies in data.?
- Pedagogy: This self-paced course lasts 133 minutes and includes instructor-moderated discussions and post-course interactions.
- Hands-on Approach: This course includes case-based learning and capstone projects.
- Price: You can join this course for
- ?579/month
- $25/month
- ￡21/month
- This capstone project will use a Deep Learning library to create, train and validate a Deep Learning model.
- Pedagogy: This self-paced course lasts 5 weeks and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides a capstone project to its learners.
- Faculty: This course has international faculty.
- Price: You can join this course for
- ?10,378
- $149
- ￡124
- This course covers the fundamentals of deep learning.?
- Pedagogy: This self-paced course lasts 5 weeks and comes with instructor-moderated discussions and post-course interactions.
- Hands-on approach: This course provides live classes, hands-on training and a capstone project to its learners.
- Faculty: This course has international faculty.
- Price: You can join this course for
- ?156,706
- $2,250
- ￡1,868
Final Take
In conclusion, the field of deep learning is rapidly evolving and constantly pushing boundaries. Professionals must stay up-to-date with the latest advancements to stay competitive in the job market. By enrolling in one or more of the top courses we have listed, you will have the chance to gain a better understanding of advanced topics in deep learning and develop the skills necessary to take on complex projects. Whether you are a beginner, fresher or an experienced deep learning practitioner, these courses offer something for everyone. So, take the next step in your career and enroll in a course today!
