The Artificial Intelligence course at Proitbridge will enhance your knowledge on understanding all concepts and functionalities of AI in the industry standard. We at Protibidge provide the best Artificial Intelligence Training in Bangalore with practical knowledge of various applications of AI. One can explore the implementation of techniques and limitations to enhance technology outcomes. We designed this course for Professionals who want to upgrade demanding skills with the aptitude and programming language knowledge.
Advantages of Artificial Intelligence Course
In the faster phase, AI is getting implemented in almost all industries. AI makes simple solutions for real-time AI problems such as speed perception, crucial decision-making and insights. Hence, AI has become an inevitable technology which mitigates repetitive tasks by humans. After successful completion of this Artificial Intelligence course, one can
Able to develop AI systems using algorithms of Deep Learning.
Able to run Neural Network Machine Learning algorithms of all the variants.
Deal with the process of unstructured data such as images, videos, text, etc.
Implement Deep Learning solutions using Neural Networks.
Using Reinforcement and Q-Learning, one can build AI-driven games with practical applications.
Solve AI and Deep learning issues with the usage of various Python libraries.
Able to run GPUs and TPUs applications using various algorithms.
DEEP LEARNING
Introduction to Perceptron & Neural Networks
Activation and Loss functions
Batch Normalization
TensorFlow & Keras for Neural Networks
Hyper Parameter Tuning
Introduction to Convolutional Neural Networks
Introduction to Images
Convolution, Pooling, Padding & its Mechanisms
Forward Propagation & Backpropagation for CNNs
CNN architectures like AlexNet, VGGNet, InceptionNet & ResNet
Transfer Learning
Object Detection
YOLO, R-CNN, SSD
Semantic Segmentation
Instance Segmentation
DEEP DIVE INTO DEEP LEARNING
Advanced Computer Vision with OpenCV 4, Keras, and TensorFlow 2
Computer Vision for OCR and Object Detection
PyTorch for Deep Learning and Computer Vision
Encoder and Decoder Architecture
NATURAL LANGUAGE PROCESSING
Introduction to NLP
Stop Words
Tokenization
Stemming and Lemmatization
Bag of Words Model
Word Vectorizer
TF-IDF
POS Tagging
Text Mining, Cleaning, and Pre-processing
Text classification
NLTK
Sentiment Analysis, etc...,
DEEP DIVE INTO NATURAL LANGUAGE PROCESSING
Named Entity Recognition
Emotion Mining
Introduction to Sequential data
RNNs and its Mechanisms
Vanishing & Exploding gradients in RNNs
LSTMs - Long short-term memory
GRUs - Gated Recurrent Unit
LSTMs Applications
LSTMs with Attention Mechanism
Neural Machine Translation
Advanced Language Models
Transformers, BERT
Tools Used
OUR ALUMNI'S WORK AT
Career Opportunities in AI
Data Analyst
Data Analyst
Data Scientist
ML Engineer
CV Engineer
Deep Learning Engineer
NLP Engineer
AI Engineer
FAQ
We have scheduled 4 months for weekday (2 hrs) sessions and a 6 month program conducted on weekends (3 hrs) for working professionals.
This course is ideal for professionals looking for a career transformation into domains like Data Science, ML and AI.
Software Developer, Tester, QA, System Admin, MIS professional, BI professional, Business Ops/Finance/Supply chain professional (Analyst or Manager roles) and Marketing analytics.
Anyone with basic knowledge in mathematics, programming language and an interest to learn AI.
Reactive Machines AI
Limited Memory AI
Theory Of Mind AI
Self-aware AI
Machine Learning
Deep Learning
Natural Language Processing
Robotics
Expert Systems
Fuzzy Logic
Learn Artificial Intelligence Program at Proitbridge