Parameter Estimation Courses and Certifications

Quantitative Reasoning

Apply practical calculations to everyday scenarios, enhancing decision-making, financial planning, and media literacy while boosting mathematical confidence.

• StraighterLine
• Self-Paced
• Paid Course

Interactive Autonomy - A Human-Centered Approach for Safe Interactions

Explore interactive autonomy for safe human-robot collaboration, focusing on algorithms that influence human behavior and efficient active learning methods to model human preferences.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Linear Regression Analysis and Forecasting

1 rating

The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.

• YouTube
• 12 hours
• Self-Paced
• Free Video

NPTEL;  IISc Bangalore

Pattern Recognition

1 rating

Comprehensive exploration of statistical pattern recognition, covering Bayes classifiers, density estimation, linear discriminants, neural networks, SVMs, and advanced learning techniques.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Mathematics - Probability and Statistics

Comprehensive exploration of probability and statistics, covering set theory, probability laws, distributions, sampling, descriptive statistics, estimation, and hypothesis testing.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Probability and Statistics

Comprehensive exploration of probability theory, statistical distributions, sampling, estimation, and hypothesis testing, providing a solid foundation for data analysis and statistical inference.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

eHowEducation

Fun with Math - College Algebra and Geometry Fundamentals

Discover diverse mathematical concepts from algebra to geometry through practical activities, problem-solving techniques, and real-world applications in this comprehensive collection.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Iain Explains Signals, Systems, and Digital Comms

Estimation, Filtering and Prediction

Dive into digital filtering, estimation, and prediction techniques including Kalman filters, least squares estimation, and adaptive algorithms for signal processing applications.

• YouTube
• 1 hour 44 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Computational Systems Biology

3 ratings

Explore computational approaches to model and analyze biological systems, from network biology to dynamic modeling, with hands-on labs using MATLAB and other tools.

• YouTube
• 1 day 7 hours
• Self-Paced
• Free Video

Research Seminar - Identifiability and Inference in Cell Biology

4 ratings

Explores mathematical modeling in cell biology, focusing on identifiability and inference. Discusses challenges in developing realistic models for interpreting quantitative data and showcases applications in biological mechanisms.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Professor Leonard

Prealgebra - How to Do Rounding and Estimating of Whole Numbers

Learn essential techniques for rounding and estimating whole numbers, enhancing your mathematical skills and problem-solving abilities in everyday situations.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Physics Explained

Estimating the Number of Atoms in the Observable Universe

Explore a simple method to estimate the vast number of atoms in the observable universe through step-by-step calculations of stars, galaxies, and cosmic structures.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Simons Institute

Statistical Inference I

Explore statistical inference fundamentals, including models, estimation, minimax risk, and Bayesian approaches, with UC Berkeley's Will Fithian.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Simon Sez IT

How to Use QuickBooks Desktop 2022 - QuickBooks Beginner Training Tutorial

Comprehensive tutorial on QuickBooks Desktop 2022, covering setup, accounting basics, customer management, invoicing, inventory, and vendor operations for beginners and small business owners.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Time Series Modelling and State Space Models - Professor Chris Williams, University of Edinburgh

Explore time series modeling, including ARMA models, Hidden Markov Models, and Kalman filtering. Learn parameter estimation, inference techniques, and advanced topics in state-space models.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video