Advanced Machine Learning
Led by Industry Professionals!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.
SKILLS YOU WILL GAIN
Machine Learning, Tensorflow, Convolutional Neural Network, Artificial Neural Network, Python Programming, Sentiment Analysis, Computer Vision!
View Course Outline
Schedule
Starting
To be announced soon
Duration
8 Weeks (Saturday)
Timings
10:00AM to 6:00PM
Remaining
Limited Seats Available!
Instructor!
Meet the trainers of this course who are Deep Learning experts!
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
Pricing
Following is price for this extensive training on Deep Learning
Individual
Price for an Individual participant
Rs
30,000
per person
Group of Two
7% Discount for a group of two people
Rs
27,900
per person
Group of Three
10% Discount for a group of Three people
Rs
27,000
per person
Group of Four
15% Discount for a group of four people
Rs
25,500
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: Mon-Fri
Timings: 7:00 PM to 09:00 PM
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 filling the form below!