If you look forward to having a career in the software industry as a programmer or a web application developer, you must have knowledge of the latest and most advanced technologies and therefore it is not at all surprising to find that many people are searching for deep learning courses for beginners in 2021.
In case you are a beginner and have zero knowledge of what deep learning means, no worries, this article will guide you through the very basics and help you pick the most suitable deep learning courses for beginners to learn in 2021.
What is Deep Learning?
Deep learning is a component of machine learning, however, it is considered as a more productive way to achieve results as compared to the older algorithms. The theories of deep learning aren’t very old, and deep learning has been adopted for the past few decades.
It is very recent and new innovations are still being carried out under Deep Learning. The core goal of developing deep learning model is actually inspired by neural networks or brain functions. The algorithms are structured in a layered manner, and each layer of algorithm carries and passes input to the next layer.
Deep learning has the capacity to recognize things visually, understand audio or voice commands, and process data. In simple words, Deep Learning is machines teaching themselves based on algorithms, and through deep learning, the world has witnessed some of the most interesting advancements in the world such as Google street view and Apple Siri.
In the early 1950s, the research was still in progress to understand and develop deep learning, and in less than 50 years, some extraordinary innovations and applications of deep learning were seen, however, it is still not at its peak which means there is a lot more innovation and opportunity left.
Students who are interested in computer science, machine learning or aspire to become a professional programmer, a web application developer, or maybe a data scientist must understand how crucial it is to learn deep learning in 2020 because in the next few years there will be humungous space and opportunity for professionals with the knowledge of deep learning to develop applications, tools, etc.
A career in Deep Learning
Just like we are seeing the software industry expanding at a pace no other industry is growing, the deep learning industry is going to be the gold mine for software engineers, web application developers, and data scientists.
The value of this profession is increasing exponentially, as more software and products are being launched with the help of machine learning and deep learning which is in immediate access to the regular population.
Just like Siri, Alexa, etc, we’ll find more such products and software that we’ll be using in our very daily life which makes deep learning a very important and valuable part of the future evolution in technology.
Definitely, there is a bright future for professionals in deep learning. In countries like America, the average starting salary of a data scientist is $96,000 which is way more than the lower bracket of the average salary of an engineer. In India also, the data scientists and software engineers earn 7 lakhs and upwards as of 2020 which is no-doubt a decent salary.
Best Deep Learning Courses for Beginners to Learn in 2020
The mentioned are some of the handpicked courses that are highly suitable for beginners. These courses have been filtered through hundreds of other similar courses online and then based on several factors, there have been sorted.
These are the following parameters, that are taken into consideration while sorting the courses:
- Students Response
- Reviews and Rating
- Course Curriculum
- Study Material
- Additional Assistance
- Instructor Experience and Credentials
Based on the following factors, we figure out the best possible courses for beginners to study deep learning in 2020.
#1. MACHINE LEARNING, DATA SCIENCE, AND DEEP LEARNING WITH PYTHON
This is one of the best selling courses on Udemy which aims to help the students have their hands-on machine learning with data science, TensorFlow, Artificial Intelligence, and Neural Networks.
The course is developed by Frank Kane of Sundog Education and through this course alone, Frank has been able to train over 130,000 students to understand the concepts of deep learning.
The curriculum of the course holds 12 sections, 111 lectures, and 15 hours of full high definition on-demand video lectures. Through this course, the students will get to learn building artificial neural networks with TensorFlow and Keras.
Students will also get to understand the functions, operations, and application of a Pac-Man bot. The course modules have been designed and arranged in such a way that the topics range from very basics to extreme professional skills allowing the students to learn from scratch.
Key USPs:
- A practical approach to learning
- Trainer with 9+ years of experience
- From fundamentals to in-depth concepts
- 6 Articles for additional assistance
- Full lifetime access
- Certification of completion
Overall it is a great course to consider while looking for the best deep learning courses for beginners in 2020.
Course Type: Self-Paced
Rating: 4.5 stars out of 5
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#2. PRACTICAL DEEP LEARNING WITH PyTorch
The core objective of this course is to help the student learn the fundamentals of deep learning with a python-first framework. Over 5000 students have been benefitted from the course and the curriculum of the course contains 11 sections, 58 lectures, and 7 hours of on-demand video lectures.
The course is highly recommended for beginners and therefore it doesn’t require a lot of things. All it needs from students is to have basic python knowledge, basic differentiation, and basic algebra.
The course is developed by Deep Learning Wizard, and by this time, they have only 1 course published on Udemy. Students get to learn some very fundamental aspects of Deep Learning such as PyTorch Fundamentals, Matrices, Variables and Gradients, Linear Regression with PyTorch, and more.
Key USPs:
- Course for beginners
- In-depth concepts
- Clear fundamentals
- 3 Downloadable resources
- Full lifetime access
- Certification of completion
It has been absolutely loved by the students and is very well accepted. With over 1500 wonderful reviews, this is one of the best deep learning courses for beginners that you can find online in 2020.
Course Type: Self-Paced
Rating: 4.1 stars out of 5
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#3. DEEP LEARNING: VISUAL EXPLORATION
The primary objective of the course is to explain in detail the core fundamentals of deep neural networks visually without complex maths. The course is created by Vladimir Grankin, a well-rated instructor on Udemy with 2 of his courses published on the platforms and through just these two courses Grankin has managed to train more than 40,500 students.
He holds an experience of more than 10 years as a software engineer and is now dedicated to helping students and fresh professionals learn deep learning. The course is very much suitable for beginners and therefore requires students to have basic Python skills and the students need to have an idea about neural networks and Jupyter notebook.
The course contains just 1 section, 15 lectures, and 4 hours of on-demand video lectures that are easily accessible through smartphones, tablets, laptops, and even television. The course covers some very basic aspects of deep learning and gradually increases the level of training.
Key USPs:
- Understanding neural networks and their functions
- Function approximators
- The decision boundary and its formation by a deep neural network
- Practical training approach
- Beginner-friendly
The response to this deep learning course has been tremendous and over 11,000 students have taken this course and rated it at 4.2 stars. Those looking for the best deep learning courses for beginners in 2020 might find this recommendation useful.
Course Type: Self-Paced
Rating: 4.2 stars out of 5
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#4. PRACTICAL DEEP LEARNING WITH KERAS AND PYTHON
This is a beginner-friendly course created by Mohammad Nauman, a Ph.D. in computer science and he has been programming for the last 2 decades. His instructor profile has a rating of 4.3 stars and till now he has 9 courses published on Udemy. Through these 9 courses, Mohammad has very successfully managed to train more than 12,000 students to learn computer science-related courses.
As the course is designed for beginners, it doesn’t demand a lot of things. All it needs is having a basic understanding of using Python. That’s all, the course doesn’t even require the students to have prior knowledge or experience in Machine Learning.
This course allows the students to explore more of machine learning and complete understanding over pipelines including pre-processing and training. The curriculum contains 9 sections with 29 lectures and 4 hours of on-demand video lectures.
For additional assistance, the students are provided with downloadable resources and articles, which makes it easier for them to keep up with the modules as they make progress with the course.
Key USPs:
- Detailed insights into Deep Learning with Keras and Python
- Suitable for beginners
- No prior experience or knowledge in machine learning
- Addition assistance through articles and downloadable resources
- Course completion certification
- Full lifetime access
It is one of the very relevant courses for those looking for the best deep learning courses for beginners in 2020.
Course Type: Self-Paced
Rating: 4.2 stars out of 5
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#5. MASTER MACHINE LEARNING, DEEP LEARNING WITH PYTHON
This Deep Learning course for beginners has been created by Vishal Kumar Singh, who happens to be a very experienced IT professional with over 2 decades of work experience and hold expertise in Machine Learning systems.
Vishal Singh has 2 of his courses published on Udemy till now and through these 2 courses only he has managed to train close to 30,000 students. This Beginner’s deep learning course only requires the students to have a basic understanding of python, Numpy, and Pandas.
It is highly relevant for beginners, amateurs, and all those who want to learn data science and deep learning. The course content consists of 15 sections, 117 lectures, and 5 hours of on-demand video lectures that are easily accessible through smartphones, tablets, laptops, and television.
Key USPs:
- Learn deep learning from scratch
- Understanding the essential concepts of deep learning
- Important topics like future engineering, Google Python Notebook, and Linear Regression
- Practical Course
- Beginner’s friendly
This too has been well accepted and highly appreciated by students and the reviews suggest every possible reason why this course makes it to the list of best deep learning courses for beginners in 2020.
Course Type: Self-Paced
Rating: 3.9 stars out of 5
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#6. DEEP LEARNING WITH TensorFlow
The core objective of the course is to help beginners learn the gravity of deep learning with Google’s TensorFlow. There are more than 2000 students who took this course and turns out the response is quite good.
The students will get to learn some of the very practical aspects of deep learning such as the application of logistic regression, understanding intuitively convolutional neural networks, and more.
The course curriculum consists of 5 sections, 22 lectures, and 2 hours of video lectures. There are downloadable resources and articles for supporting the students to learn more comprehensively.
All that this course demands from the students are to be familiar with the concepts of C++ or Python. It is highly relevant for beginners, amateurs, and existing data scientists who want to switch to deep learning can take this course.
Key USPs:
- Practical Course
- Beginner-friendly
- Understanding multi-layer neural networks
- Building simple TensorFlow graphs
- Lifetime Access to the Course
- Study material
- Certification of course completion
Overall it is a great option to consider for those who want to learn deep learning from scratch and understand the core concepts of the subject.
Course Type: Self-Paced
Rating: 4 stars out of 5
Sign Up Here
The mentioned were some of the very potential choices to consider while looking for the best deep learning courses for beginners in 2020. All of these courses have been judged very precisely and keeping the quality of training as the primary concern, the mentioned list of 6 online deep learning courses is the best for beginners, amateurs, and aspiring machine learning professionals and data scientists.
