Topics: variables, graphs, frequency distribution, mean, median, mode, central tendency, standard deviation, moments, skweness, kurtosis, probability, Binomian distribution, Poisson distribution, Normal distribution, sampling theory, statistical estimation theory, statistical estimation theory, small sampling theory, Chi-square test, curve fitting, method of least squares, analysis of variance, nonparametric test, statistical process, control, process capability

Topics: Elements of econometrics, Simple regression analysis, econometrics, regression analysis, regression coefficients, hypothesis testing, Multiple regression analysis, Transformations of variables, Dummy variables, regression variables, Heteroscedasticity, Stochastic regressors, measurement errors, Simultaneous equations estimation, Binary choice, limited dependent variable models, maximum likelihood estimation, time series data, nonstationary time series, panel data, Regression analysis, linear algebra primer

Topics: Business Statistics, Measurement of Variables, Statistics, Measurement of Dispersion, Skewness, Kurtosis, Decision Analysis, Administration, Index Number, sampling theories, statistical data, sample, sampling theory, Estimation Theory, Correlation Theory, Goodness of Fit, correlation, Pearson’s Correlation Co-efficient, Spearman’s Regression Analysis, Ordinary Lease Square Estimation, Regression, Multiple Regression Analysis, Regression Analysis, Hypothesis test, T-test, F- Tests, Chi-Square Distribution, ANOVA, Forecasting, Time Series Analysis, Statistical test

Topics: Business Statistics, Measurement of Variables, Measurement of Dispersion, Skewness, Kurtosis, Decision Analysis, index number, statistical data, sample, sampling theory, estimation theory, Correlation Theory, Goodness of Fit, Pearson’s Correlation Co-efficient, Spearman’s Regression Analysis, Ordinary Lease Square Estimation, Regression, Multiple Regression Analysis, statistical test, Chi-Square Distribution, ANOVA, Forecasting, Time Series Analysis

Topics: Arduino Development, Connecting Arduino, Arduino code basics, Arduino pins, Blinking LEDs, 7-segment display, LED bar graph, Button debouncing, Button multiplexing, sensors, temperature sensor, detecting motion, PIR sensor, measuring distance, noise reduction, accelerometer, motor control, Servo motor, stepper motor, bipolar stepper motors, brushless motors, Arduino digital communication, timing Arduino code

Topics: atoms, radiation, atomic spectra, quantum theory, uncertainty principle, atomic orbitals, electron spin, hydrogen atom, chemical bonds, ionic bonds, covalent bonds, VSEPR model, valence-bond theory, molecular orbital theory, Gas laws, gas density, molecular motion, real gases, liquid, solids, intermolecular forces, liquid structure, solid structure, liquid crystals, inorganic materials, metallic materials, hard materials, nanomaterials, thermodynamics, enthalpy, heating curves, Born-Haber cycle, bond enthalpies, entropy, Gibbs free energy, physical equilibria, solubility, colligative properties, binary liquid mixtures

Topics: scanners, regular expression, Top-Down Parsing, parsing, Expressing Syntax, Bottom-Up Parsing, Context-Sensitive Analysis, Intermediate Representations, Procedure Abstraction, code shape, Arithmetic Operators, Boolean operators, relational operators, character strings, procedure calls, Data-Flow Analysis, Iterative Data-Flow Analysis, Interprocedural Analysis, scalar optimizations, code motion, Instruction Scheduling, register allocation, Local Register Allocation, Global Register Allocation

Topics: Linear Motion, Displacement, Average Velocity, Instantaneous Velocity, errors, Acceleration, Acceleration of falling Bodies, Gravity

Topics: gravitation, weight, Satellites, Weightlessness, Keepler’s Laws, Laws of Planetary Motion, Resolution of forces, polygon of forces, Elasticity, hydrostatics

Topics: Force, Parallelogram Law, Lami’ s theorem, Polygon of forces, Moment of force, couple, friction, work, energy, power, kinetic energy, potential energy, conservation of energy, simple harmonic motion