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Master Deep Learning in 2023 – A Comprehensive Bootcamp
Free Download Master Deep Learning in 2023 – A Comprehensive Bootcamp
Published 7/2023
Created by Satyajit Pattnaik
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 37 Lectures ( 6h 0m ) | Size: 3.93 GB
Unleashing the Power of AI: From Basics to Advanced Techniques in Deep Learning
What you'll learn
Understand and articulate the fundamental concepts of artificial intelligence (AI).
Apply various deep learning models, including neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory.
Utilize popular deep learning frameworks such as Tensorflow and Keras to design, train, and optimize deep learning models for different tasks.
Analyze real-world problems, design appropriate AI solutions using deep learning techniques.
Requirements
Programming Knowledge: Familiarity with a programming language is required, preferably Python, as it is widely used in AI and deep learning applications. The course will include Python coding, so some previous experience will be useful, but an advanced level is not necessary.
Mathematics: Basic understanding of linear algebra, calculus, and statistics is desirable. These topics underpin many AI and deep learning algorithms. While we will explain these concepts as they arise, having prior knowledge will aid understanding.
Computer with Internet Access: You will need a computer with a reliable internet connection to access course materials, watch tutorials, complete assignments, and perform hands-on projects.
Deep Learning Software: We will be using deep learning frameworks like TensorFlow, PyTorch, and Keras. Installation guides and instructions will be provided at the start of the course.
Description
Dive into the realm of Artificial intelligence and master Deep Learning with our comprehensive course, "Master Deep Learning in 2023: A Comprehensive Bootcamp"Are you fascinated by the power and potential of artificial intelligence, machine learning and deep learning? Are you looking for a comprehensive and immersive way to learn about Deep Learning? If so, then this course is for you!Designed with both beginners and professionals in mind, this course offers a deep and engaging journey into the field of AI and deep learning. With a focus on deep learning, you'll explore the latest and most impactful techniques and technologies in this dynamic and rapidly evolving field.Our course begins by providing a strong grounding in the fundamental concepts of AI and deep learning. You'll learn the basics of neural networks, deep learning frameworks, and more. With this solid foundation, we'll then move on to explore more complex topics such as convolutional and recurrent neural networks, long short-term memory (LSTMs), pre-trained models & Transfer Learning.Throughout the course, you'll benefit from practical examples and real-world case studies to help you connect theoretical concepts to practical applications. You'll also complete hands-on projects to help you apply your learning to the most pressing challenges facing AI and deep learning today.But our course doesn't simply prepare you to apply deep learning techniques in the real world--it also equips you with the ethical considerations and implications of using AI. You'll learn about critical issues like bias and fairness in machine learning, and develop your ability to think critically about the challenges and opportunities presented by these new technologies.By the end of the course, you'll have a comprehensive understanding of deep learning and the skills to apply these techniques to real-world problems. Join us on this exciting learning adventure and take your first step towards becoming a proficient and successful AI specialist!
Who this course is for
Beginners in AI and Deep Learning: Individuals with a basic understanding of programming and mathematics who are eager to step into the field of AI and deep learning. No prior knowledge of AI or machine learning is required.
Data Scientists and Machine Learning Practitioners: Professionals who already work with data and machine learning, but want to deepen their knowledge and skillset in the specific area of deep learning. This course provides an in-depth look into the advanced techniques used in the industry.
Students and Researchers in AI and related fields: Those who are currently studying or conducting research in AI, computer science, data science, or a related field, and want to expand their understanding of deep learning. The course can serve as a comprehensive supplement to their academic learning.
Software Engineers and Developers: Technologists who want to expand their capabilities to include AI and deep learning, potentially aiming for roles that require these skills. The course covers practical applications and model implementation that can be integrated into software solutions.
Homepage
https://www.udemy.com/course/deeplearning2023/rl=Part 1rl
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rl=Part 5rl
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