Deep Learning for AI - Dice Analytics

Deep Learning for AI

Now in Peshawar!

Become a Deep Learning Expert!

Learn to make Algorithms in Python from our Machine Learning & Data Science experts who are highly sought after skills in tech and gets the  hands-on experience which will prepare and equip you with the in-demand skills required to become a successful AI practitioner. After finishing this specialization, you will likely find creative ways to apply it to your work.


What will you learn?


You’ll understand how to build neural networks

You’ll learn how to lead machine learning projects.

  You’ll implement deep neural network for the task of image captioning.

You’ll build, train, and deploy different types of deep learning architectures.

You’ll understand the algorithms in detail.

You’ll also use Keras, Python, TensorFlow, Jupyter  & Anaconda to  develop, train,       load and test the Deep Learning models.

You’ll develop intuition about the logics making all the magic happen.



Machine Learning,  Tensorflow,  Convolutional Neural Network,  Artificial Neural Network,  Python Programming, Sentiment Analysis, Computer Vision! 
View Course Outline Reserve Your Seat



To be announced soon


8 Weeks (Saturdays)


10:00AM to 06:00PM


Limited Seats Available!


Meet the instructors of Deep Learning for AI Course

Data Scientist | Data Science Instructor | Big Data Engineer
Ali Abbas

Mr. Ali Abbas has been working in the fields of Deep Learning, Big Data & Data Science in telecom sector and also a Data Science trainer at Dice Analytics. He has in-depth knowledge about the cloud computing, distributed architecture, Tensor Flow, Machine Learning and Deep Learning.

Business intelligence Expert | Data Science | Trainer in Dice Analytics
Ali Zia

Ali Zia Khan has been solving problems in medical, retail and taxi domains for last three years using computer vision, NLP and data science techniques. He has built multiple successful data science & deep learning teams for companies he has worked with/provided consultation.

Deep Learning | Artificial Intelligence | Technical Assistant
Hassaan Hashmi

Mr. Hassan Hashmi has been working in the fields of Deep Learning and Artificial Intelligence and has been working on relevant projects<br /> such as Memory Augmented Deep Reinforcement Learning, Algorithm development for a generic maze solving robot and his key expertise include Mechatronics, Robotics, and Automation Engineering.

Course Outline

Below is the detailed outline with weekly themes

Week 1: Deep Learning Flow and Python

  • Introduction to Deep Learning
  • Python for Deep Learning
  • Numpy for Deep Learning
  • Introduction to Pandas

Week 2: Credit Scoring

  • Basic Neural Network
  • Tensorflow Tutorial
  • Optimization with Gradient Descent
  • Forward & Backward Propagation
  • Shallow Neural Networks
  • Deep Neural Networks
  • Neural Networks Mathematics
  • Hyper parameter Tuning – part 1
  • Credit Scoring with Deep Learning

Week 3: Image Classification Multi Class

  • Activation Functions
  • Loss Functions
  • Bias & Variance
  • Image Classification with Deep Learning
  • Hyperparameter Tuning – part 2
  • Regularization (L1, L2, Dropout)
  • Optimization Algorithms
  • Batch Normalization
  • Deep Learning Strategy for Practical Problems
  • Error Analysis

Week 4: Computer Vision

  • Convolution Operation
  • Convolutional Neural Networks
  • AlexNet, Inception and CNN architectures
  • Going Deeper with ResNets
  • Transfer Learning
  • Keras Tutorial

Week 5: Object Detection

  • Object Localization
  • Landmark Detection
  • Object Detection
  • Anchor Boxes & YOLO Algorithm
  • Gestures/Emotions classification with Landmarks

Week 6: Face Recognition

  • One Shot Learning
  • Detection & Recognition
  • Triplet Loss
  • Siamese Networks
  • Face Recognition

Week 7: Disease Prediction from ECG using RNNs

  • Sequenced/Temporal Data
  • Recurrent Neural Networks
  • Gated Recurrent Units (GRU)
  • Long Short Term Memory (LSTM)
  • Disease Prediction using ECG

Week 8: Text Processing & Sentiment Analysis

  • Word Representation
  • Word2Vec
  • GloVe
  • Learning Dense Word Embeddings
  • Sentiment Classification

Tools & Libraries 


Following is price for this extensive training on Deep Learning for AI

Price for an Individual
Rs 25,000 per person
Group of Two
7% Discount for a group of two people
Rs 23,250 per person
Group of Three
10% Discount for a group of Three people
Rs 22,500 per person
Group of Four
15% Discount for a group of four people
Rs 21,250 per person


Frequently Asked Questions

Who should attend the course?

  • Recent graduates, third year and final year students from the computer science disciplines.
  • Professionals from the computer science domain who want to shift the profession to Deep Learning.
  • Executives who want to build the initial knowledge about the impact of the Artificial Intelligence on organization growth.

Who are the Instructors?

What is the timing of the course?

Duration: 8 weeks

Class Day: Saturdays

Timings: 10:00AM – 06:00PM

Can I get a job after this course?

Since our instructors are industry experts so they do train the students about practical world and also recommend the shining students in industry for relevant positions.

Will I get a certificate after this course?

Yes, you will be awarded with a course completion certificate by Dice Analytics. We also keenly conduct an annual convocation for the appreciation and recognition of our students.

How much hands-on will be performed in this course?

Since our courses are led by Industry Experts so it is made sure that content covered in course is designed with hand on knowledge of more than 70-75 % along with supporting theory.

What are the PC requirements?

For Deep Learning  Professional course, you need to have Minimum Core i3 PC, 4th Generation with 4GB RAM – 8GB RAM.

How this course will be helpful for students?

This hands-on program will prepare and equip students with the in-demand skills required to become a successful AI practitioner and start a career in the growing and lucrative field of deep learning.

How this course will be helpful for Working Professionals?

This course will equip  working professionals with the best practices and actionable knowledge needed to put you and your organization at the forefront of the AI revolution and Deep Learning!

Reserve your Seat

You can reserve your seat  by clicking on the form below!

Reserve Your Seat