Statistics Playlist
Comprehensive journey through statistics for data science, from basics to advanced concepts, with hands-on Python implementation over 7 intensive sessions.
Intermediate Fusion 360 Tutorials
Enhance 3D modeling skills with advanced Fusion 360 techniques, covering imports, assemblies, appearances, and 2D drawings. Save time and improve workflow efficiency.
Grasshopper Basics with David Rutten
Learn Grasshopper fundamentals from its creator in this 13-part series. Covers interface, components, definitions, lofting, custom defaults, lists, and more. Perfect for beginners seeking a solid foundation.
Linux Course - Engineering, UGC-NET - Ravindrababu Ravula
Comprehensive Linux training covering history, commands, kernel types, file systems, system calls, shell programming, and processes. Ideal for engineering and UGC-NET preparation.
Solidworks Transition Guide
Comprehensive guide for SolidWorks users transitioning to Autodesk software, covering UI, modeling techniques, data management, collaboration, and advanced features.
Using R
Learn advanced statistical techniques and data analysis using R, covering distributions, simulations, estimations, and various statistical tests through practical examples and hands-on coding.
Statistical Theory
Explore advanced statistical concepts, proofs, and applications using R, covering topics from probability distributions to matrix properties and confidence intervals.
Survival Analyses
Learn to generate censored exponential data, derive density and likelihood for censored data, and understand the Kaplan-Meier estimator as a maximum likelihood estimator in R.
Maximum Likelihood Estimation
Comprehensive exploration of Maximum Likelihood Estimation across various probability distributions, including practical applications using R for data generation and parameter estimation.
Approximations
Explore statistical approximations, including binomial, Poisson, and normal distributions. Learn delta method, confidence intervals, and moment estimation techniques for various probability distributions.
Exponential Family
Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
Multivariate
Explore advanced multivariate statistical concepts, including hypothesis testing, probability distributions, and data analysis techniques, with practical applications using R programming.
Order Statistics
Explore order statistics, from summation formulas to distribution convergence, transformations, and practical applications using R for data analysis and visualization.
Hypotheses Testing
Comprehensive exploration of hypothesis testing, covering statistical concepts, methods, and practical applications using R simulations for various distributions and test types.
Splunk Admin
Comprehensive guide to Splunk administration, covering installation, configuration, scaling, clustering, and advanced features for efficient log management and analysis.
Data Science and Machine Learning with Python and R
Master data science and machine learning techniques using Python and R, covering key algorithms, tools, and real-world applications across various industries.
Data Science Projects
Hands-on projects covering deep learning, machine learning, and data analysis. Practical applications in healthcare, finance, and more using Python, TensorFlow, and other tools.
Recommendation Systems
Learn to build diverse recommendation systems using Python, from hybrid techniques to collaborative filtering, exploring key concepts like cosine similarity for practical applications.
MongoDB with Python
Learn to integrate MongoDB with Python, covering installation, CRUD operations, querying, updating, aggregation, and cloud deployment using MongoDB Atlas.
Chatbot Using Google Dialogflow
Learn to build and deploy chatbots using Google Dialogflow, covering fundamentals, framework, problem-solving, fulfillment, and Telegram integration in this comprehensive tutorial.
Chatbot Using Azure Luis
Learn to build a weather chatbot using Azure LUIS, from app creation to Telegram integration, in this comprehensive step-by-step tutorial series.