Advanced Deep Learning Specialization Training in Nigeria

  • Learn via: Classroom
  • Duration: 4 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

In this training, participants will specialize in Deep Learning and learn how to build their own Neural Network from scratch. Thanks to the training content prepared with practical real-life examples, at the end of the training, participants will not only have a theoretical expertise in Deep Learning, but also have a solid infrastructure in practice. 

After that we will continue to explore computer vision and recommendation system tasks using deep learning. This course combines both theory and practice to give students deep understanding of the subject and hands-on experience via coding.

Participants must have experience in coding in Python language. If they don't, taking Python Programming course before this is recommended. 

- Those who want to continue to improve themselves in this field after attending the Deep Learning Introductory Training

- Those who want to specialize in Deep Learning

- Developers familiar with the Python programming language who want to learn how to implement a Deep Learning solution in real life

PyTorch

Advanced Deep Learning

Convolutional Neural Network (CNN)

Recommendation System with Deep Learning

Introduction to PyTorch

Pytorch Tensors

Broadcastin

Reshaping

Concatenation-Stacking

Automatic Differentiation

(Other more advanced Pytorch functionalities will be shown in the deep learning section as we create our own neural network)


Foundation of Deep Learning

What should we focus when we first start the project ?

Baseline Model

Why is Gradient the direction of the greatest increase ?

Foundation of Neural Network -Everything can be thought of as functions

Why to use sigmoid, really ?

Adding Non-linearity

Why normalizing help with training ? - Same space

Understanding Regularization

Defining Loss function

Loss function vs Metric - Loss is for machine Metric is for you

What is batch and why its size is important ?

Binary Classification from scratch

Multi-class classification from scratch

Residual Block

Batch Normalization


Convolutional Neural Network (CNN)

Filtering inputs and their effects on outcome

Making filters learnable

Convolutions as feature extractors


Recommendation System with Deep Learning

What is entity embeddings

How to build deeper networks

Visualization of biases and weights of network



Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Nigeria facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
12 July 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
24 July 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
03 August 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
13 August 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
15 August 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
24 August 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
03 September 2024
Lagos, Onitsha, Kano
4 Days
Classroom / Virtual Classroom
05 September 2024
Lagos, Onitsha, Kano
4 Days
Advanced Deep Learning Specialization Training Course in Nigeria

Nigeria is located on the western coast of Africa. As the most populous country in Africa, Nigeria is a multinational union with more than 250 ethic groups. Even though the official language is English, there are over 520 native languages spoken in Nigeria. Their huge reserve of petroleum plays a crucial role in the Nigerian economy. While Abuja is the capital of Nigeria, its largest city is Lagos.

Nigeria is a member of the African Union and the British Commonwealth. Nigeria is named after the great Niger River and its national animal is an eagle. Nationals Parks are quite common in Nigeria and all of them are vast and breathtaking. Gashaka Gumti, Kainji Lake, Yankari and Okomu are the most popular national parks.

Broaden your IT expertise with our wide-ranging courses, covering programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Count on our seasoned instructors to deliver immersive training and practical insights wherever you choose in Nigeria.
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