Keras Training For Data Scientists
- Offered byThe knowledge academy
Keras Training For Data Scientists at The knowledge academy Overview
Duration | 1 day |
Start from | Start Now |
Total fee | ₹19,995 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Admission Process
Keras Training For Data Scientists at The knowledge academy Highlights
- Earn a certificate after completion of course
- Engage in activities, and communicate with your trainer and peers
Keras Training For Data Scientists at The knowledge academy Course details
Data Scientists
Machine Learning Engineers
Software Developers
Deep Learning Engineers
Medical Researchers
Bioinformaticians
To grasp the fundamentals of Keras and its integration with deep learning frameworks
To explore various Keras layers for building neural networks
To learn the essentials of preprocessing data for sequence, text, and image applications
To gain proficiency in using regularizes and constraints to enhance model performance
To master the practical aspects of compiling models with loss and optimizer functions
To acquire the skills to architect neural networks efficiently for complex data science problems
Keras is an open-source neural network library that has become a crucial tool for professionals in the data-driven landscape
This course in India, delves into the intricacies of this robust framework. With a Python foundation and seamless integration with TensorFlow, CNTK, and Theano, Keras facilitates rapid experimentation and is essential for data scientists navigating the complexities of modern data science
Keras Training For Data Scientists at The knowledge academy Curriculum
Module 1: Introduction to Keras
What is Keras
Guiding Principles
Installation and Setup
Configuration
Module 2: Exploring Models
Keras Models
Sequential Model
Model (Functional API)
Module 3: Overview of Keras Layers
Core Layers
Convolutional Layers
Pooling Layers
Locally-Connected Layers
Recurrent Layers
Pre-Processing Layers
Merging Layers
Activations Layers
Normalization Layers
Module 4: Pre-Processing
Dataset Pre-Processing
Dataset Pre-Processing Utilities
Image Data Pre-Processing
Time Series Data Pre-Processing
Text Data Pre-Processing
Module 5: Optimizers
SGD
RMSprop
Adam and AdamW
Adadelta
Adagrad
Adamax
Adafactor
Nadam
Ftrl
Keras Training For Data Scientists at The knowledge academy Admission Process
Important Dates
Other courses offered by The knowledge academy
Student Forum
Anything you would want to ask experts?