Course Overview
Deep learning (DL) is the type of machine learning (ML) that resembles human brains where it learns from data by using artificial neural networks. Just like human brains, these deep neural networks learn from real life examples. In a few cases it has surpassed human intelligence
DL uses multiple neural network layers to process larger amounts of data and predict results with high accuracy. It has become the industry standard as it is now used in self-driving cars, fraud detection and forecasting weather.
Details of the course is mentioned below :
Course Modules
You will learn :
- What is machine learning?
- Classification Theory
- Regression Theory
- The Neuron
- How does your code “learn” from data?
- Make Predictions
- Saving and Loading a Model
- What will Keras solve?
- Artificial Neural Networks Section Introduction
- Forward Propagation
- Geometric Picture
- Activation Functions
- Multiclass Classifications
- How to represent images?
- Code Preparations (ANN)
- ANN for image classification
- ANN for regression analysis
- What is Convolution?
- Convolution on Colour Images
- CNN Architecture
- CNN Code Presentation
- CNN for MNIST
- Data Augmentation
- Batch Normalization
- Improve the CIFAR-10 Results
-
RNN
- - Sequence data
- - Forecasting
- - Autoregressive Linear Model for Time Series Data
- - Linear model result evaluation
- - Recurrent Neural Networks
- - RNN for Time Series Prediction
- - Paying attention to shapes
- - GRU ad LSTM
- - RNN for image classification
- Embedding
- Code Preparation for NLP
- Text Processing
- Text Classification with LSTM
- CNN for text
- Text Classification with CNN
-
Capstone Project
FAQ
Any graduate, fresher, experienced and looking to start or change their career into data analytics can attend. No prior experience is mandatory.
Absolutely. We start the training from scratch. After completing the course you will not feel that you have never programmed.
Yes
Our trainers are from the industry. Every class is followed by real time assignments which will make you feel confident when you get into a job.
Fully online. You can attend from anywhere. You just need a laptop and a good internet connection
Yes 100%. It is live and fully interactive. We dont believe in running through power point presentations.
Please contact on the given number.
Contact Us
+91 70198 30464 / +91 79911 97543
Enroll / Enquire
Address : Saroj Iris, No. 106 (Wing A), Gunjur, Varthur Hobli, Bangalore - 560087
Phone : +91 70198 30464 / +91 79911 97543
Email :
info@dakshahanalyticsacademy.com, dakshahanalyticsacademy@gmail.com