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ANFIS + PSO/GA Course for Non-Linear Time Series Forecasting (Python)

Forecasting course with Python: Mackey-Glass and sunspot series, Sugeno fuzzy systems, ANFIS from scratch with hybrid learning, PSO and GA optimization, LSTM and ARIMA baselines, and the Diebold-Mariano test. 6 videos + PDF, ideal for theses and dissertations.

Multi-Objective Optimization Course: NSGA-II, MOPSO & Hybrid Algorithms (Python)

Optimization course with Python: Pareto fronts and ZDT/DTLZ test functions, NSGA-II and MOPSO from scratch, designing hybrid algorithms, hypervolume/IGD/spread metrics, and a large-scale case study with the Wilcoxon test. 6 videos + PDF, ideal for theses and dissertations.

ECG Arrhythmia Classification Course with Wavelet & Deep Learning (PyTorch)

Biomedical signal course with Python: the MIT-BIH database, AAMI classes, beat filtering and segmentation, DWT wavelets and CWT scalograms, SVM and Random Forest, 1D & 2D CNNs, inter-patient evaluation, and saliency maps. 6 videos + PDF, ideal for theses and dissertations.

IoT Network Intrusion Detection Course with Hybrid Autoencoder + XGBoost

Network security course with Python: the NSL-KDD dataset, traffic preprocessing, mutual information & PCA feature selection, Random Forest, XGBoost, autoencoders, a hybrid system for zero-day attacks, and a monitoring dashboard. 6 videos + PDF, ideal for theses and dissertations.

Massive MIMO-OFDM Channel Estimation Course with Deep Learning (PyTorch)

Telecommunications course with Python: OFDM and multipath channels, a 32-antenna massive MIMO simulation, least squares and LMMSE, a hybrid dilated CNN, the effect of pilots and SNR, and NMSE and BER evaluation with MRC. 6 videos + PDF, ideal for theses and dissertations.

5G/6G Resource Allocation Course with Deep Reinforcement Learning (DQN)

Telecommunications course with Python: 5G NR resource blocks, a cell simulator with fading & interference, round robin, proportional fair, water-filling, MDP formulation, a Deep Q-Network from scratch, and evaluation of throughput, fairness, and energy efficiency. 6 videos + PDF, ideal for theses and dissertations.

Autonomous Vehicle Path Tracking Course with Model Predictive Control (Python CVXPY)

Autonomous vehicle course with Python: bicycle model, cubic spline paths, pure pursuit & Stanley, linearization, MPC formulation with CVXPY & OSQP, animation, and winding-track tests at various speeds. 6 videos + PDF, ideal for theses and dissertations.

PID & Fractional-Order PID Optimization Course with Whale & Harris Hawks (Python)

Control systems course with Python: DC motor & AVR transfer functions, Ziegler-Nichols, fractional-order PID with Oustaloup approximation, ITAE, Whale Optimization & Harris Hawks from scratch, PID vs FOPID optimization, robustness, and the Wilcoxon test. 6 videos + PDF, ideal for theses and dissertations.

Quadrotor Control Course with Sliding Mode Control + Disturbance Observer (Python)

Drone control course with Python: a 6-DOF quadrotor model, cascaded PID, sliding mode control theory, SMC for attitude & position, a disturbance observer for wind, and 3D trajectory tests with random wind. 6 videos + PDF, ideal for theses and dissertations.

Adaptive Robot Manipulator Control Course with Reinforcement Learning (SAC)

Robotics course with Python: kinematics & dynamics of a 2-DOF robot arm, PID and computed torque, a Gymnasium environment, a Soft Actor-Critic agent (Stable-Baselines3), and adaptive tests under load changes and disturbances. 6 videos + PDF, ideal for theses and dissertations.

Power Quality Disturbance Classification Course with Wavelet & Machine Learning (Python)

Power quality course with Python: nine IEEE 1159 disturbance types, a synthetic signal dataset, discrete wavelet transform, energy feature extraction, SVM/Random Forest/XGBoost, and noise robustness tests. 6 videos + PDF, ideal for theses and dissertations.

Microgrid Energy Management Course with Model Predictive Control (Python CVXPY)

Energy course with Python: PV, wind, load & tariff profiles, a battery SOC model, rule-based EMS, MPC formulation, a full-year receding-horizon simulation with CVXPY, and a comparison of cost and battery lifetime. 6 videos + PDF, ideal for theses and dissertations.

Electric Load Forecasting Course with LSTM + Genetic Algorithm (PyTorch)

Energy forecasting course with PyTorch: hourly electric load and temperature data, calendar & lag features, naive/Ridge/SARIMA baselines, 24-hour-ahead LSTM, architecture optimization with a genetic algorithm, and MAPE/RMSE evaluation. 6 videos + PDF, ideal for theses and dissertations.

Solar Panel Fuzzy-Neural (ANFIS) MPPT Under Partial Shading Course (Python)

Solar energy course with Python: KC200GT panel model, partial shading simulation, P&O and Incremental Conductance, fuzzy logic MPPT, ANFIS for the global peak, and an efficiency comparison of all methods. 6 videos + PDF, ideal for theses and dissertations.

Course/Training Unity 3D — Building Augmented Reality Applications Using Unity 3D and Vuforia

Unity 3D Training Course - Building Augmented Reality Applications Using Unity 3D and Vuforia, suitable for beginners and professionals looking to improve their skills.

Course/Training Deep Learning — Artificial Intelligence Project With Python

Deep Learning Training Course - Artificial Intelligence Project With Python, suitable for beginners and professionals looking to improve their skills.

Course/Training Django — Complete Python Django Mastering Course

Django Training Course - Complete Python Django Mastering Course, suitable for beginners and professionals looking to improve their skills.

Course/Training Ableton Live Suite 10

Ableton Live Suite 10 Training Course - Ultimate Sound Design: Mastering Sound Design, suitable for beginners and professionals looking to improve their skills.

Course/Training Python — Web Development Machine Learning Projects Using Django

Python Training Course - Web Development Machine Learning Projects Using Django, suitable for beginners and professionals looking to improve their skills.

Course/Training Executive Data Analytics & AI for Telco Decision Making

Executive Data Analytics & AI for Telco Decision Making Course/Training - complete material from basics to advanced, suitable for beginners and professionals looking to improve their skills.

Course/Training Revit BIM

Revit BIM Training Course - complete material from basics to advanced, suitable for beginners and professionals looking to improve their skills.

Course/Training Solidworks — Master Solidworks in 3D Modeling

Solidworks Training Course - Master Solidworks in 3D Modeling, suitable for beginners and professionals looking to improve their skills.

Course/Training Rhino — Complete Parametric Design with Rhino 3D: Zero to Hero

Rhino Training Course - Complete Parametric Design with Rhino 3D: Zero to Hero, suitable for beginners and professionals looking to improve their skills.

Course/Training CodeIgniter — Web-Based ERP System Development Using CodeIgniter for Manufacturing Companies: Effectiveness and Data Security Study

CodeIgniter Training Course - Web-Based ERP System Development for Manufacturing Companies, suitable for beginners and professionals looking to improve their skills.

Course/Training Unreal Engine — Procedural Animation for Humans in Unreal Engine 5

Unreal Engine Training Course - Procedural Animation for Humans in Unreal Engine 5, suitable for beginners and professionals looking to improve their skills.

Course/Training Web — Complete Full Stack Web Development Expert Class

Web Training Course - Complete Full Stack Web Development Expert Class, suitable for beginners and professionals looking to improve their skills.

Course/Training Unreal — Creating Stunning Environments in UE5 Game Artist Bootcamp

Unreal Training Course - Creating Stunning Environments in UE5 Game Artist Bootcamp, suitable for beginners and professionals looking to improve their skills.

Course/Training Unity — Learn to Build a Tower Defense Game With Unity & C#

Unity Training Course - Learn to Build a Tower Defense Game With Unity & C#, suitable for beginners and professionals looking to improve their skills.