Artificial Intelligence Training in Nagpur
Artificial Intelligence Training in Nagpur is one of the fastest-growing and most energizing fields in technology today Information on Machine Learning and Deep Learning on highly esteemed by organizations that are making bleeding edge technology and experts with these aptitudes can anticipate that their vocation will soar in the coming years.
Best Artificial Intelligence Training in Nagpur with Real-time Practice and Live Projects
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Artificial Intelligence Training in Nagpur course overview
Artificial Intelligence Training in Nagpur explain how to use Artificial Intelligence, Machine Learning and Deep learning in Development to create wise and intelligence applications. After completing our Artificial Intelligence Training in nagpur, Machine Learning and Deep learning in training and internship you will be able to create Dynamic web applications.
Artificial Intelligence Training in Nagpur is one of the fastest-growing and most energizing fields in technology today Information on Machine Learning and Deep Learning are highly esteemed by organizations that are making bleeding edge technology and experts with these aptitudes can anticipate that their vocation will soar in the coming years. Appzmine offers Artificial Intelligence Training in Nagpur and accreditation courses in TensorFlow and Mahout to enable you to exploit the vocation openings in Artificial Intelligence.
Appzmine Deep Learning in TensorFlow with Python Certification Training is designed by industry experts according to the business need and demand. You will ace ideas, for example, YOLO Algorithm, Autoencoder Neural Networks, SoftMax work, Restricted Boltzmann Machine (RBM) and work with libraries like Keras and TFLearn
Prerequisites for Artificial Intelligence Training in Nagpur Course
- Good knowledge of Python Programming Language is mandatory
- Basic Knowledge of Statistics, Probability, Calculus, Linear Algebra
Training from professional Artificial Intelligence Engineer
Artificial Intelligence Training in nagpur by Appzmine Artificial Intelligence Expert has been implementing professional intelligence application for many years. Those consultants write and teach our Artificial Intelligence training courses, so their experience directly informs course content
Why you learn Artificial Intelligence Training in Nagpur
The world is moving to Artificial intelligence AI Why not you if you want to become master in AI enroll at Appzmine Best Artificial Intelligence Training in Nagpur
Artificial Intelligence Training in Nagpur Course Content
INTRODUCTION TO MACHINE LEARNING
- What is Machine learning?
- Overview of sci-kit learn and tensorflow
- Types of ML
- Some complementing fields of ML
- ML algorithms
- Machine learning examples
- What is ML..?
- Types of ML
- Decision trees
- Linear regression
- Logistic regression
- Naive Bayes
- k-Nearest Neighbors
Restricted Boltzmann Machine (RBM) and Autoencoders
- Restricted Boltzmann Machine
- Applications of RBM
- Collaborative Filtering with RBM
- Introduction to Autoencoders
- Autoencoders applications
- Understanding Autoencoders
-
SUPPORT VECTOR MACHINES(SVM)
- Artificial Intelligence Training in Nagpur
Understanding Neural Networks with TensorFlow
- How Deep Learning Works?
- Activation Functions
- Illustrate Perceptron
- Training a Perceptron
- Important Parameters of Perceptron
- What is TensorFlow?
- TensorFlow code-basics
- Graph Visualization
- Constants, Placeholders, Variables
- Creating a Model
- Step by Step – Use-Case Implementation
- Artificial Intelligence Training in Nagpur
CONVOLUTIONAL NEURAL NETWORKS
- What is computer vision?
- Why Convolutions (CNN)?
- Introduction to CNN
- Train a simple convolutional neural net
- Explore the design space for convolutional nets
- Pooling layer motivation in CNN
- Design a convolutional layer application
- Understanding and visualizing a CNN
- Transfer learning and fine-tuning CNN
- Artificial Intelligence Training in Nagpur
DETECTION & RECOGNITION
- Padding & Edge Detection
- Strided Convolutions
- Networks in Networks and 1×1 Convolutions
- Inception Network Motivation
- Data Augmentation
- Object Localization
- Landmark Detection
- Object Detection
- Bounding Box Predictions
- YOLO Algorithm
- What is face recognition?
- One Shot Learning
- Siamese Network
- Triplet Loss
- Face Verification and Binary Classification
- What is neural style transfer?
- What are deep ConvNets learning?
- Artificial Intelligence Training in Nagpur
Deep Networks Expert
- Why Deep Networks
- Why Deep Networks give better accuracy?
- Use-Case Implementation on SONAR dataset
- Understand How Deep Network Works?
- How Backpropagation Works?
- Illustrate Forward pass, Backward pass
- Different variants of Gradient Descent
- Types of Deep Networks
- Artificial Intelligence Training in Nagpur
Deep dive into Neural Networks with TensorFlow
- Understand the limitations of a Single Perceptron
- Understand Neural Networks in Detail
- Illustrate Multi-Layer Perceptron
- Backpropagation – Learning Algorithm
- Understand Backpropagation – Using Neural Network Example
- MLP Digit-Classifier using TensorFlow TensorBoard
- Artificial Intelligence Training in Nagpur
RECURRENT NEURAL NETWORKS
- Why use sequence models?
- Recurrent Neural Network Model
- Notation
- Back-propagation through time (BTT)
- Different types of RNNs
- Language model and sequence generation
- Sampling novel sequences
- Vanishing gradients with RNNs
- Gated Recurrent Unit (GRU)
- Long Short-Term Memory (LSTM)
- Bidirectional RNN
- Deep RNNs
MODELS OF RECURRENT NEURAL NETWORKS
- Sequence models & Attention mechanism
- Basic Models
- Picking the most likely sentence
- Beam Search
- Refinements to Beam Search
- Error analysis in beam search
- Attention Model Intuition
- Attention Model
- Speech recognition
- Trigger Word Detection
- Artificial Intelligence Training in Nagpur
Keras API
- Define Keras
- How to compose Models in Keras
- Sequential Composition
- Functional Composition
- Predefined Neural Network Layers
- What is Batch Normalization
- Saving and Loading a model with Keras
- Customizing the Training Process
- Using TensorBoard with Keras
- Use-Case Implementation with Keras
- Artificial Intelligence Training in Nagpur
TFLearn API
- Define TFLearn
- Composing Models in TFLearn
- Sequential Composition
- Functional Composition
- Predefined Neural Network Layers
- What is Batch Normalization
- Saving and Loading a model with TFLearn
- Customizing the Training Process
- Using TensorBoard with TFLearn
- Use-Case Implementation with TFLearn
- Artificial Intelligence Training in Nagpur
Introduction to Text Mining and NLP
- Overview of Text Mining
- The need for Text Mining
- Natural Language Processing (NLP) in Text Mining
- Applications of Text Mining
- OS Module
- Reading, Writing to text and word files
- Setting the NLTK Environment
- Accessing the NLTK Corpora
- Install NLTK Packages using NLTK Downloader
- Accessing your operating system using the OS Module in Python
- Reading & Writing .txt Files from/to your Local
- Reading & Writing .docx Files from/to your Local
- Working with the NLTK Corpora
- Artificial Intelligence Training in Nagpur
Extracting, Cleaning and Pre-processing Text
- Tokenization
- Frequency Distribution
- Different Types of Tokenizers
- Bigrams, Trigrams & Ngrams
- Stemming
- Lemmatization
- Stopwords
- POS Tagging
- Named Entity Recognition
- Tokenization: Regex, Word, Blank line, Sentence Tokenizers
- Bigrams, Trigrams & Ngrams
- Stopword Removal
- POS Tagging
- Named Entity Recognition (NER)
- Syntax Trees
- Chunking
- Chinking
- Context Free Grammars (CFG)
- Automating Text Paraphrasing
- Parsing Syntax Trees
- Chunking
- Chinking
- Automate Text Paraphrasing using CFG’s
- Artificial Intelligence Training in Nagpur
CLASSIFIATION – SENTIMENT ANALYSIS
- Machine Learning: Brush Up
- Bag of Words
- Count Vectorizer
- Term Frequency (TF)
- Inverse Document Frequency (IDF)
- Demonstrate Bag of Words Approach
- Working with CountVectorizer()
- Using TF & IDF
- Converting text to features and labels
- Multinomial
Naiive Bayes Classifier - Leveraging Confusion Matrix
- Artificial Intelligence Training in Nagpur
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Why Chooce Us
- Training from professional Artificial Intelligence Expert
- 10 years of experience
- Training and Internship combined
- Real-Time Development experience
- Fully Equipped Lab, With AC & WIFI Internet available
- Support and Careers Advice
- We Offer Quality Training
- and so much more…
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