Big Data Processing
- Big Data Analytics in IoT
- Cloud, Mobile and Edge computing
- Map Reduce Hadoop and Spark Mining Data Streams
- Large-Scale Machine Learning, Clustering
- Algorithms on Large Graphs
PageRank
Link Spam and Introduction to Social Networks
- Introduction to Deep Learning & Artificial Neural Networks
- Convolutional Neural Networks (CNN)
- LSTM, GRU and Recurrent Neural Networks
Sentiment Analysis by Encoder–Decoder
- Overview of Tensor Flow, Distributing Across Devices and Servers
- Graph Neural Networks (GNN)
Knowledge Graph Embedding
Graph Convolutional Network (GCN)
Deep Generative Models for Graphs