Our Services

AI Diploma Content

Python Programming
Python

Introduction to programming
Data Types & Variables
Conditions
Loops
Data Structure ( List, Set, Tuple, Dictionary)


Linear Algebra Essentials
Linear Algebra

Span
Linear Dependency
Linear System
PCA
EigenDecomposition

Linear Algebra Essentials
Probability & Statistics

Mean, Mode, Median
CLT(Central Limit Theorem)
Normal Distribution
Expected Values
P-Value
Z-Score

Linear Algebra Essentials
Numerical Optimization

Newton Method
Gradient Descent
Stochastic Gradient Descent
Momentum Gradient Descent
AdaGrad
Nestrov
Adam

Linear Algebra Essentials
Intermediate Python

Numpy
Pandas
Matplotlib
Seaborn

Linear Algebra Essentials
Data Visualization

Plotly
Barplot
Barchart
Histogram
PieChart

Linear Algebra Essentials
Machine Learning one

Linear Regression
Logistic Regression
KNN
SVM
Decision Tree
Random Forest

Linear Algebra Essentials
Machine Learning two

Kmeans
DBSCAN
GMM

Linear Algebra Essentials
Deep Learning

ANN
CNN
RNN
LSTM
AUTOENCODER
TRANSFORMERS

Soon!
Soon!

Info

necessary, making this the first true generator on the Internet. It uses a dictionary of over 200 Latin words, combined with a handful

Subscribe