TSSFL TECHNOLOGY STACK - Technology Stack

Science, Technology, Engineering, and Mathematics

Data Science

Data Science Fundamentals Concepts and Principles: Definitions of Data Science, the Data Science lifecycle, different roles in Data Science, ethical considerations, data governance, introduction to various tools and technologies used in Data Science.

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Statistics and Mathematics for Data Science Probability theory, statistical inference, hypothesis testing, linear algebra, calculus, optimization techniques relevant to Data Science.

5 Topics

21 Posts

11 months ago Last post
Machine Learning Algorithms and Techniques: Supervised learning (regression, classification), unsupervised learning (clustering, dimensionality reduction), model evaluation, feature engineering, algorithm-specific discussions (e.g., decision trees, support vector machines, Bayesian methods).

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Deep Learning Neural Networks and Architectures: Fundamentals of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), transformers, autoencoders, generative adversarial networks (GANs), model training and optimization in deep learning.

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Mathematical Modeling in Data Science Frameworks and Applications: Building mathematical models for various data science problems, simulation techniques, model validation, using mathematical tools to understand data patterns.

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Data Analysis and Visualization Exploration and Communication: Data cleaning and preprocessing, exploratory data analysis (EDA), different visualization techniques (charts, graphs, dashboards), storytelling with data, communicating insights effectively.

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Applied Data Science Real-World Problems and Solutions: Demonstrations of applying Data Science techniques to solve real-world problems using actual datasets, case studies from various industries, discussions on deployment and scaling of Data Science solutions.

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Emerging Technologies

Planet Earth Sciences

Chemical Sciences, Biological & Life Sciences, Health & Allied Sciences

Education, Humanities & Social Sciences

Research

Research Hub

28 Topics

44 Posts

8 months ago Last post

Positions, Jobs & News

News Board Post general but valuable information and news and information: tech and/or education-related news and announcements. Posts under this forum must strictly adhere to the Forum Rules. If you are not sure about what to post, please ask for help from forums administration. Any violation will not be tolerated!

950 Topics

1256 Posts

2 weeks ago Last post

Elementary and Basic Education

Social Discussions

Community Hub

315 Topics

2775 Posts

13 hours ago Last post

Forum

Project Numeracy

8 Topics

64 Posts

2 years ago Last post

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