Deep Learning Fundamentals
R1 680.00
Deep Learning is at the heart of some of the most sophisticated AI tools being developed today, like Computer Vision, Natural Language Processing and Generative AI. In this Aspire journey you will learn what Deep Learning is, how neural networks can be implemented, trained and tuned using TensorFlow and how to perform regression and classification tasks using Deep Learning.
 Digital learning |
 Start anytime |
 Months course access |
 Skillsoft LMS access |
 Online Skillsoft mentor |
 Certified by College SA |
- Course fee
- About the course
- Admission requirements
- Accreditation status
- Assessment details
- What to expect
- Enquire now
Course fee
Cost: R1 680.00
Deposit: R420.00
Monthly instalments: R420.00 x 3
Duration: You will have Skillsoft access to this course for 12 months. The average time required to work through the syllabus is:
- 3 courses (1h 25m) / 7 labs (7h) / 5 others (4h 25m)
- Optional additional resources are available to enhance your learning in your own time.
About the course
Course code: C01356
Course overview:
- Track 1: Deep Learning Foundations
- Track 2: Implementing Neural Networks in TensorFlow
- Track 3: Regression and Classification with Neural Networks
- Track 4: Image Classification with Neural Networks
- Track 5: Deep Learning Applications
Modules and topics covered:
Track 1: Deep Learning Foundations
- Deep Learning Math
- Perceptron
Track 2: Implementing Neural Networks in TensorFlow
- Implementing Neural Networks
- Hyperparameter Tuning in Neural Networks
Track 3: Regression and Classification with Neural Networks
- Regression vs Classification
- Classification Neural Networks
Track 4: Image Classification with Neural Networks
- Image Classification
Track 5: Deep Learning Applications
- Common Applications Of Deep Learning
Admission requirements
Academic grade: No minimum school pass requirements or formal prerequisites.
Language: Proficiency in English (course material and support only available in English).
Expertise level: Beginner
Equipment: Access to a PC or laptop with a reliable internet connection.
Effort: Self-paced learning online.
Accreditation status
Course type: Short course
Industry partner: Skillsoft
Certification: Certificate confirming course completion.
Certification issued by: College SA
Assessment details
Each track concludes with a final internal exam that will test your knowledge and application of the topics presented throughout that specific track.
There are no external certification exams for this course.
What to expect
Dedicated support team
We understand that students may require guidance and support to navigate the learning journey, and our Client Services team is always ready to assist them in every possible way. Our team is readily available during office hours and can be contacted via email, phone, WhatsApp and social media.
Skillsoft Learner Management System (LMS) access
Skillsoft is an online learning management system that offers all students enrolled for any of our IT Academy courses compelling content, interactive videos, quizzes, mentoring and practical simulations/virtual labs. The platform allows students to learn at their own pace.
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