Deep Learning and Algorithms Bootcamp
Hands-on program for developers familiar with the basics of deep learning
About
In recent years, Deep Learning has created a broad impact in the field of computer science. It has the potential to transform every industry and change our world. It is essential for every individual to understand how this transformation is being progressed every day. We need millions of AI engineers from all walks of life to build, test and deploy new Artificial Intelligent Systems. This two-day boot camp on deep learning is essential for all the Engineers looking forward to elevating their career by working in Artificial Intelligence from scratch.
What will I learn?
- Introduction to Computer Programming - An Algorithmic Perspective.
- Algorithms under the hood.
- Cracking the Coding Interview.
- Mathematical connoisseur and a travel to Machine Learning Algorithms.
- Intro to AI, ML and Deep Learning - An Orbital Perspective.
- Python as a lingua franca for Machine Learning.
- Collecting, cleaning, labelling and augmenting your dataset.
- Performing error analysis to improve your models.
- Review of Advance Research Papers in recent years.
What can I expect?
- Hands-on experience in designing, building, and deploying end-to-end Deep Learning solutions through curated content and instructor-led workshops.
- Everyone who completes the boot camp will be awarded a certificate of completion and join the AI Bootcamp community.
Who should apply for the boot camp?
- Passionate engineers who want to learn about AI from Scratch.
- If you are currently a student, we will prioritise those who are close to their graduation.
- Basic Knowledge in programming languages C/C++/Python.
Bootcamp schedule
| Septemeber 19th and 20th | |
| Day 1 - 19th | |
| 09:00 AM to 09:45 AM | Registrations |
| 10:00 AM to 10:15 AM | Inaugural |
| 10:15 AM to 11:30 AM | Algorithms and Coding by Edyst |
| 11:30 AM to 11:40 AM | Think ML Introduction |
| 11:40 AM to 11:50 AM | Brief History of AI |
| 11:50 AM to 12:00 PM | Machine Learning and Deep Learning |
| 12:00 PM to 01:00 PM | Python Programming |
| 01:00 PM to 01:30 PM | Lunch Break |
| 01:30 PM to 02:00 PM | Introduction To Neural Networks, Tensorflow and Keras |
| 02:00 PM to 02:30 PM | Biological Neural Networks |
| 02:30 PM to 03:15 PM | Artificial Neural Networks |
| 03:15 PM to 04:15 PM | Convolution Neural Networks |
| Day 2 - 20th | |
| 10:00 AM to 10:30 AM | Review of Machine Learning Workflows |
| 10:30 AM to 11:00 AM | Tensorflow and Keras Review |
| 11:00 AM to 11:45 AM | Understanding Data and Dimensionality |
| 11:45 AM to 12:15 PM | Boston Housing, MNIST, Fashion MNIST |
| 12:15 PM to 01:00 PM | Pandas, NumPy and SciPy |
| 01:00 PM to 01:30 PM | Lunch Break |
| 01:30 PM to 02:00 PM | tf.keras Models and Layers |
| 02:00 PM to 02:45 PM | Model Summary, Compilation, Training |
| 02:45 PM to 03:30 PM | Evaluation and Prediction, Genetic Algorithms |
| 03:30 PM to 04:30 PM | Valedictory Session |
When is the bootcamp?
The AI Bootcamp is based in Hyderabad at Chaitanya Bharathi Institute of Technology, Hyderabad on 19th and 20th of Septemeber.
What is the cost of the boot camp?
This "Two Day Deep Learning Bootcamp" costs include all the material, stationery and meals for the entirety of the program.
Ticket Price: ₹ 500/- for two days.
In Association with
Main Instructors:
Vamsi Kurama
Founder and Director of AI at Caravel.AI
Aneeq Dholakia
Co-Founder Edyst
Abhinandhan
Co-Founder Edyst
Sriram
Co-Founder, Head of Data at Caravel.AI
Narayana V
AppDev Engineer at Modak Analytics LLP
Program Chairs
Vihar Kurama - 9133744144
Revannth Vedala - 8328611596
Samhitha Alla - 8179140584
Rohith S - 9849710329
Program Conveners
T. Suvarna Kumari
G. Kavitha