Programming
- Asynchronous Programming – Part 1 – Promise
- Asynchronous Programming – Part 2 – Reactive
- Asynchronous Programming – Part 3 – RxJava
- Java 8 – Part 1 – Lambda
- Java 8 – Part 2 – Stream
- Java 8 – Part 3 – Async with CompletableFuture
- Data Structure – Heap
- Data Structure – K-D Tree
- Python Programming – Setup Dev Env
- Dev Process – Part 1 – Gitflow
- Dev Process – Part 2 – Continuous Integration
- Dev Process – Part 3 – Continuous Deployment
Architect
- Design – Part 1 – Builder Pattern
- Design – Part 2 – Restful API Design
- High Scalability – Web Scale
- High Scalability – Redis
- High Scalability – ElasticSearch
- High Scalability – Cloud Computing
- High Scalability – Reactive System
- High Scalability – Scaling WordPress to Millions of Requests per Day
- High Scalability – LMAX
- Big Data – Spark
- Big Data – Redshift
- Cloud Computing – Amazon Lambda
Machine Learning
- ML Math – Part 1 – Vector
- ML Math – Part 2 – Matrix
- ML Math – Part 3 – Differential Equations
- ML Math – Part 4 – Probability
- ML Math – Part 5 – Statistics
- ML – Part 1 – Linear Regression
- ML – Part 2 – Logistic Regression
- ML – Part 3 – Naive Bayes Classifier
- ML – Part 4 – SVM
- ML – Part 5 – Random Forest
- Deep Learning – Part 1 – Backpropagation
- Deep Learning – Part 2 – Convolutional Neural Network
- Deep Learning – Part 3 – Recurrent Neural Network
- Deep Learning – Part 4 – Word2Vec
- Deep Learning – Part 5 – Tensorflow
DevOps
- DevOps – Setup Hadoop Cluster
- DevOps – Setup Spark Cluster
- DevOps – Docker Basic Usage
- DevOps – Docker Spark Cluster
- DevOps – CloudFormation
- DevOps – System Performance Tuning
- DevOps – Scaling WordPress to Millions of Requests per Day
- DevOps – Networking
- DevOps – Security
- DevOps – Commands for Text Processing
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