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Deep Learning Fundamentals: Neural Networks & AI Model Development

Welcome to our transformative course, "Deep Learning Fundamentals," where we don't just teach deep learning; we sculpt future innovators in the dynamic world of artificial intelligence. In the world of AI, Deep Learning stands as the crown jewel of sought-after skills. This course is your key to unravelling the mysteries behind artificial neural networks (ANNs) and harnessing their potential. Whether you're a beginner eager to understand the foundations or an enthusiast ready to lead machine learning projects & brush up on the fundamentals, this course is for everyone!
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Course Overview

As you enrol in the "Deep Learning Fundamentals" course, you'll gradually elevate your expertise from grasping the foundational concepts to becoming a proficient neural network architect. Gain hands-on experience by coding perceptrons and multi-layer perceptrons using Python, Numpy, and Tensorflow. Understand the nuances of activation functions, unravel the training processes, and master backpropagation mechanisms.

By the course's culmination, you'll confidently tackle real-world challenges through immersive capstone projects, showcasing your skills in regression and image classification using Tensorflow. Acquire a robust understanding of optimizers, from traditional Gradient Descent to advanced techniques like Adam, setting the stage for your ascent in the realm of deep learning.

Explore Our Industry-Aligned Curriculum

Course Syllabus

Course Requirements

  • PointBasic Python Knowledge: Familiarity with Python programming language is recommended.
  • PointInterest in Machine Learning: A passion for ML concepts is beneficial.
  • PointAccess to Google Colab and Kaggle: Ensure a smooth environment setup.
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"Previously in IT services, I wanted to upgrade to a new field but didn’t know how. The trust I got from HCL GUVI was enormous; I quit my job and took HCL Guvi Courses . I’ve now been placed as a Data Scientist at AI Enterprise Software India Ltd. I’m feeling blessed and didn’t expect this level of help!"

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Awards & Achievements

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.
Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.
Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.
HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums
For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.
HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums
Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Certification

Industry-recognized Deep Learning Fundamentals: Neural Networks & AI Model Development Certificate

Certificates are generated after the completion of course.

Certificates are globally recognized & they help Enhance your profile.

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Frequently Asked Questions

GUVI's Deep Learning Fundamentals course is an immersive journey into artificial neural networks, covering historical evolution, environment setup, coding, and practical applications. Participants gain a comprehensive understanding of deep learning foundations, making it ideal for beginners and professionals aiming to lead machine learning projects. Learn Deep Learning from scratch!