In this course, we present the concept of machine learning and the classification of different methods of learning such as Supervised and Unsupervised Learning. We also present reinforcement learning. We offer popular techniques and implement them in Python. We begin with the Decision Tree method. We present this simply with all the required mathematical tools such as entropy. We implement them in Python and explain how the accuracy can be improved. We offer the classification problem with a suitable real-life scenario. Linear Regression is taught using simple real-life examples. We present the L2 Error estimation and explain how we can minimize the error using gradient optimization. This is implemented using the Python library. We also offer the Logistic Regression method with an example and implement in Python. The Nearest Neighbourhood approach is explained with examples and implemented in Python. Support Vector Machines (SVM) are a popular supervised learning model that you can use for classification or regression. This approach works well with high-dimensional spaces (many features in the feature vector) and can be used with small data sets effectively. When trained on a data set, the algorithm can easily classify new observations efficiently. We also present a few more methods. The Bayesian model of classification is used for large finite datasets. It is a method of assigning class labels using a direct acyclic graph. The graph comprises one parent node and multiple children nodes. And each child node is assumed to be independent and separate from the parent. As the model for supervised learning in ML helps construct the classifiers in a simple and straightforward way, it works great with very small data sets. This model draws on common data assumptions, such as each attribute is independent. Yet having such simplification, this algorithm can easily be implemented on complex problems.
Beardvans - Modern Throw-Up Bubble / Balloon Graffiti Font - Street / Urban Culture Font - Sport Game and Music Display Font
Beardvans Font is perfect for your up coming projects. Such as logo branding, editorial design, sport design, game / gaming industry, music cover and poster, website design, modern advertising design, modern poster quote, book / magazine cover title, special events and any more.
Soccer is a Modern Sport Logo font that created special for Logo, Title and more stand out typography for sport and action. It's so perfect to add your style and headline overview for sport, technology, actions, and fighting theme. And specially for this font, we crafted for bold action style and modern feels so enjoy to create any project that will show your main idea out.
https://www.kinematiclab.com/products/physx-painter
PhysX Painter is made to quickly populate your scenes with your assets in a very natural way.
Using a brush, it automatically places them with Rigid bodies simulation.
Whether you work in architecture, game cinematics, commercials…etc you very often need to add details to your scenes with some assets. Placing them by hand is tedious and takes time to get a natural look.
You also probably tried to do that with MassFX simulations or particles, but it takes time to get the result you want.
ArchvizTools - Dappled Light Generator v1.0 for 3DS Max
https://archviztools.gumroad.com/l/dappled_light_generator
DAPPLED LIGHT GENERATOR is a script that is efficient in automatically creating dappled light effect in 3dsMax. It can be applied flexibly in Archviz projects while saving a lot of time for 3D artists.
Aescripts Potok v1.1.1
https://aescripts.com/potok/
Potok is a fluid gradients plugin for After Effects. Gradients can be controlled and animated in many ways including other layers.
EZCO CRT EMULATOR - After Effects
http://ezco.tv/products/crt-emulator
The world's finest CRT emulation plugin for After Effects CC.
Get the coveted CRT effect with the click of a button. Our CRT Emulator gets the need for a bulky, tedious setup out of the way and gives you complete control of every individual element of the CRT look.
Aescripts Soft Body v1.2 Win/Mac
http://aescripts.com/soft-body/
Create soft objects with collisions in After Effects. Simple and easy to use!
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
After Effects Version : CC | Files Included : After Effects Project Files | Length : 0:20 | Resolution : 1920x1080
