Deep Learning, a subset of machine learning, is revolutionizing technology with its ability to process and learn from vast amounts of data. For enthusiasts and professionals alike, YouTube has become a treasure trove of knowledge, offering free access to tutorials and lectures from experts in the field.
In this article we have a set of best youtube channels to learn deep learning that have content that is in depth and ranges from basic ideas to extremely complex techniques, something that greatly simplifies it for students who seek to understand it.
DeepMind is a big research institute in artificial intelligence with comprehensive lessons on deep learning on YouTube. This title includes subjects like neural nets, reinforcement studying and natural language processing, in addition to giving out at least a few examples as well as code samples.
achine Learning Mastery offers multiple tutorials and classes on deep learning, machine learning and data science. This channel talks on topics such as TensorFlow, Keras and PyTorch, giving practical examples and pieces of code that can help one to start off.
3Blue1Brown is among the best youtube channels to learn deep learning. It consists of a series of tutorial videos about neural networks and deep learning. This channel can simply be understood to mean that it teaches from the basics to advanced neural networks thereby being suitable for beginners.
Siraj Raval is a well-known YouTuber who provides authentications on profound studying, mechanized studying, and artificial intelligence. This deep learning course is for anyone who is looking for youtube channels to learn deep learning, as his videos talk about neural networks, reinforcement studying, natural linguistic production and they are lively and detailed as well.
Two Minute Papers is where one can learn deep learning. The channel offers short videos with a duration of two minutes each, in deep learning and artificial intelligence. These videos give brief summaries of the research, showing how it will affect future occurrences hence keeping individuals informed on the subject.
Sentdex presents various tutorials concerning deep learning, machine learning as well as data science. They look at themes revolving around TensorFlow, Keras and PyTorch among others, and are accompanied by real life case studies plus code snippets which can aid beginners. Hence, it is considered among the best youtube channels to learn deep learning.
DeepLearning.TV has some videos that are full of lessons regarding deep learning touching on things such as neural networks, CNNs, RNNs, etc. It is one of the best youtube channels to learn deep learning as there are quite a number of real world scenarios plus code snippets available on this channel.
Data Camp is among the best youtube channels to learn deep learning as it provides various courses on deep learning, machine learning, and data science. Internet resources touch on concepts like TensorFlow, Keras, and PyTorch providing practical examples and codes to help you start.
TensorFlow platform has a lot of tutorials and deep learning courses. These tutorials include all about neural networks as well as what makes up convolutional neural networks among others which are basics in deep learning with some real time examples and pieces of codes to guide you on how to start with them.
PyTorch is yet another deep learning framework that is popular and its YouTube channel contains several tutorials and courses on deep learning; the channel includes topics such as neural networks, convolutional neural networks, recurrent neural networks, as well as giving code snippets with practical examples for people to understand better.
Kaggle is a very popular site for data scientists and machine learning experts to update their knowledge and abilities. There are lessons and interviews with professionals in different categories on this Youtube channel. They display winning solutions of Kaggle competitions.So, people can acquire wisdom from professionals.
Jeremy Howard co-founded fast.ai, and is renowned for his contributions towards the deep learning field. His mission is to make AI accessible to everyone, regardless of where they come from. Consequently, the video lessons on his channel are simple to comprehend and track.
Just like the name implies, that channel is more interested in practical knowledge over theoretical soundness. Furthermore, it is focused on teaching the basic principles of Machine Learning and applying them in real-life business scenarios for practical experience that can be used by any person who has to solve actual problems with AI solutions in this world.
Krish Naik created iNeuron, served as the company's co-founder, and taught for a significant amount of time in industry. Using many real-life problems, he teaches machine learning, deep learning, and artificial intelligence. His primary mission is to make ML and AI familiar with everyone.
The station proffers information on statistics, data science, and machine learning, while breaking down the main methodologies and concepts into simple terms. Furthermore, viewers can learn about mathematical basics of renowned machine learning algorithms that ultimately enable them to comprehend how to use these algorithms correctly in solving various real-life situations.
Daniel Bourke teaches one of the best-selling courses on Udemy, PyTorch for Deep Learning in 2023: Zero to Mastery. He is a machine learning engineer who is self-taught and has broad experience in various industries. Daniel will guide you through all the stages from square one, till you are an expert in machine learning.
Kevin Markham is a data science educator and the founder of dataschool.io. This channel provides in-depth tutorials, webinars, and resources to help individuals build the skills they need to succeed in their professional careers. His channels are famous for clear, concise, and step-by-step explanations of complex concepts.
You can find one of many popular books links of Jeff Heaton created on his channel. He makes obscure ideas simple by using examples from the real world. He deals with subjects about machine learning, deep learning, AI and so on. This is just what one would need to know when first coming in touch with these issues.
Learning deep learning is a never-ending process. YouTube channels are changing how people learn by enabling a forum where information is free for a global audience of students. Many beginners would benefit from using these resources besides even perfecting it later on so keep discovering new things about AI.
Beginners can start with channels like Sentdex, DeepLearningAI, and 3Blue1Brown, which offer clear and structured tutorials suitable for those new to the field.
Absolutely, YouTube is a great resource for learning deep learning at no cost, with many channels offering comprehensive tutorials and lectures.
DeepLearningAI, founded by Andrew Ng, is known for its extensive and thorough tutorials on deep learning topics.
Yes, channels like Sentdex and DeepLearningAI often organize their content into series, making it easier to follow a learning path.
Top channels usually update their content regularly, with some posting new videos weekly or even more frequently.
Yes, channels such as Sentdex provide practical project tutorials in deep learning.
Do any YouTube channels offer deep learning certification or credentials?
While YouTube channels themselves don't offer certifications, they provide knowledge that can assist in earning certifications through other educational platforms.
A basic understanding of programming, particularly Python, and a grasp of mathematics like calculus and linear algebra are common prerequisites.
Sentdex is one of the channels that focuses on implementing deep learning skills using Python.
Evaluate your current knowledge, preferred teaching style, and specific interests in deep learning from the sample content from various channels to find the best fit for your learning needs.