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Introduction to Deep Learning

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Course offered by Samriddhi Sinha

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Who is this class for?
This beginner course on deep learning is designed for individuals who are new to the field of artificial intelligence and machine learning. It is ideal for students, professionals, or anyone with a keen interest in understanding the fundamentals of deep learning but may not have prior experience. The course is especially suitable for those who want to explore how deep learning can be applied across various domains, from computer vision to natural language processing.

 

What will the students learn in this class?
In this course, students will gain a foundational understanding of deep learning concepts. The session will cover the basics of neural networks, including their structure, activation functions, and learning processes. Participants will be introduced to popular architectures like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), understanding how they are used in tasks like image recognition and sequence modeling. The course will also include a hands-on coding exercise where students will build and train a simple neural network using Python and TensorFlow or PyTorch.

 

 

Is there anything the students need to bring to the class?
Students are encouraged to bring their laptops with Python and a deep learning framework like TensorFlow or PyTorch pre-installed. A basic understanding of Python programming will be helpful. The class will be conducted in a friendly and interactive environment, so come prepared with questions and an eagerness to learn.

About the Trainer

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Samriddhi Sinha

com.mks.provider.Education : 3160042

6 Years of Experience

With a robust background in Machine Learning and Artificial Intelligence, I have been instrumental in scaling products from the ground up in startup environments, particularly within diverse domains such as healthcare, finance, and consumer goods (including FMCG and CPG sectors). As an IIT Kharagpur graduate, my journey has involved leading the development of innovative AI-driven solutions that address real-world challenges. My experience in founding and contributing to multiple startups has honed my ability to take products from the ideation stage to successful market deployment. My hands-on approach, combined with deep technical expertise, uniquely positions me to guide others in navigating the complexities of AI and ML, helping them turn ideas into impactful realities.

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