AI ML DL NLP Subject Matter Expert (SME) Keywords

• Data Science, CPU, GPU
• AI Tools and Frameworks: TensorFlow, Tensorboard, PyTorch, CNTK, AutoML, H2O, Keras, Theano, Caffe1, Caffe2
• AI Capabilities and Functionalities: AGI, ASI, ANI/AWI, Reactive Machine, Theory of Mind, Self Awareness, Limited Memory, ML Types(SL, USL, SSL1, SSL2, RL), ML Algorithms (Linear Regression, Logistic Regression, Decision Tree, Random Forest, Support Vector Machines, Naive Bayes, Apriori, k-means, K-Nearest Neighbour, Gradient Descent, Gradient Boost, Adaboost, Catboost, Dimensionality Reduction, Principal Component Analysis, Independent Component Analysis)
• Deep Learning, Deep Reinforcement Learning, Neurons, Perceptrons, Neural Networks, ANN, CNN, RNN, LSTM, GAN, GPT, NLP, NLG, NLU, BERT Types, HFT, LLM, LangChain, Ollama, LLaMA, ONNX, RAG, CAG, AR, VR, N8N, Python, Anaconda Jupyter Notebook, Spyder, PyCharm, IDLE
• Libraries: Pandas, NumPy, SciPy, Scikit-Learn, Matplotlib, Plotly, Seaborn, Rich, Ice cream, Pendulum, Data Types, string, numeric, List, Tuples, Set, Dictionaries, Lambda Functions, Jump Statements(Break, Continue, Pass). Frameworks: Django, Flask
• Statistical Applications and Data Analysis
• Arithmetic Mean, Median, Mode, Standard Deviation, Variance, ANOVA, ANCOVA, Univariate, Bivariate, Multivariate Analysis, Skewness Distribution, Correlation, Regression, R Studio Programming, ggplot2 package, Tools(SAS, SPSS)
• Big data, Hadoop, GFS/HDFS Architecture, MapReduce, Spark, Scala, PySpark, Databricks, Data Lake, RDD (Resilient Distributed Datasets), SQOOP, Hive, HBase, HCatalog, HQL, Splunk, Pig, Cassandra, Mahout, YARN cluster, Flume, Avro, Storm, Kafka, Oozie, Zookeeper
• Types of Data Analytics: Diagnostic, Descriptive, Prescriptive, Predictive, Cognitive Analytics
• Data Analyst, OOPS, OO DBMS, OO RDBMS, SQL, PLSQL, TSQL, PostgreSQL, TOAD, SQL Developer, SSMS, MySQL Workbench, Data Modelling, ERwin, ER Diagrams, Data Warehouse, Dimensional Modelling, ETL Tools: Informatica Power Center, Talend Open Studio, Abinitio, Warehouse Builder, OLTP, OLAP, Fact Table, Dimension Table, Types of Facts: Additive, Semi, non, Types of Dimensions: SCD Slowly Changing Dimension, Conformed Dimension, Junk Dimension, Business Intelligence Reporting Tools: Power BI, SSRS, Microstrategy, Hypericin, Actuate, Business Objects, BI Data Visualization Tools: Tableau, PowerBI, Qlikview, Qliksense, Dundas Dashboard 
• Web Design and Development: HTML, HTML5, DHTML, CSS, CSS3, PHP, XML, Bootstrap Frameworks, JavaScript/JS, Meanstack, Fullstack, Angular JS, Node JS, Ember JS, React JS, Express JS, Vanilla JS, Jasmine JS, JSON, AJAX, Mobile Apps Development, React Native , Flutter, Figma, DART, ASP NET, C#.NET, VB.NET, Frameworks: MVP, MVC, MVVM, Entity, C, C++, Visual Basic, VB Apps, Java, JEE, J2EE, Swing, Struts, Applet, Servlet, JVM, JRE, Hibernate, ORM, Spring, Spring Boot, JSP, JSF, Cold Fusion, CFML, MongoDB, NoSQL
• CSSTPF (Computer Science Software Technologies Project Fundamentals): HSFAABNPTSLPSMDMACIAGOJOTF, Office (Word, Excel, Powerpoint, Paint, Project), UML Diagrams, Wireframe tools (Balsamiq, Visio, Gliffy), SDLC Phases, SDLC Models, STLC Strategies, Phases, Techniques, OOPS, OOAD