About this Specialization
This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice. Upon completion of 7 courses you will be able to apply modern machine learning methods in enterprise and understand the caveats of real-world data and settings.
| From | Higher School of Economics, National Research University Higher School of Economics, HSE University via Coursera |
|---|---|
| Hours | 266 |
| Instructors | Anton Konushin, Alexey Artemov, Andrei Zimovnov, Ekaterina Lobacheva, Alexander Panin, Evgeny Sokolov, Nikita Kazeev, Зимовнов Андрей Вадимович, Andrei Ustyuzhanin, Mikhail Hushchyn, Dmitry Altukhov, Dmitry Ulyanov, Marios Michailidis, Alexander Guschin, Mikhail Trofimov, Daniil Polykovskiy, Alexander Novikov, Anna Potapenko, Anna Kozlova, Sergey Yudin, Alexey Zobnin, Pavel Shvechikov |
| Language | English |
| Subjects | Programming Data Science |
Similar Courses
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Courses in this Specialization
Listed in the order in which they should be taken
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Jan |
The goal of this online course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
How to Win a Data Science Competition: Learn from Top Kagglers If you want to break into competitive data science, then this course is for you! Participating in predictive modelling competitions can help you gain practical experience, improve... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
Bayesian Methods for Machine Learning People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
Practical Reinforcement Learning Welcome to the Reinforcement Learning online course. Here you will find out about: - foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. ---... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
Deep Learning in Computer Vision Deep learning added a huge boost to the already rapidly developing field of computer vision. With deep learning, a lot of new applications of computer vision techniques have been... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
Natural Language Processing (You were viewing this course) This online course covers a wide range of tasks in Natural Language Processing from basic to advanced: sentiment analysis, summarization, dialogue state tracking, to name a few.... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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Jan |
Addressing Large Hadron Collider Challenges by Machine Learning The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It doesn’t produce the big data, the data is gigantic. Just one of the four experiments... Coursera | Higher School of Economics, National Research University Higher School of Economics, HSE University |
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| From | Higher School of Economics, National Research University Higher School of Economics, HSE University via Coursera |
|---|---|
| Hours | 266 |
| Instructors | Anton Konushin, Alexey Artemov, Andrei Zimovnov, Ekaterina Lobacheva, Alexander Panin, Evgeny Sokolov, Nikita Kazeev, Зимовнов Андрей Вадимович, Andrei Ustyuzhanin, Mikhail Hushchyn, Dmitry Altukhov, Dmitry Ulyanov, Marios Michailidis, Alexander Guschin, Mikhail Trofimov, Daniil Polykovskiy, Alexander Novikov, Anna Potapenko, Anna Kozlova, Sergey Yudin, Alexey Zobnin, Pavel Shvechikov |
| Language | English |
| Subjects | Programming Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Similar Courses
Sorted by relevance
