Top Tweets for #cleomesoft
Every holiday is not a HoliDay! Cleomesoft wishing you a very Happy and Colorful Holi! #color #festival #joyful #CleomeSoft
Deep learning excels on problem domains where the inputs (and even output) are analog. Meaning, they are not a few quantities in a tabular format but instead are images of pixel data, documents of text data or files of audio data. #deeplearning #CleomeSoft #LearnApplyRepeat
Decision trees, one of the simplest and yet most useful Machine Learning structures. Decision trees, as the name implies, are trees of decisions. #machinelearning #decisiontrees #CleomeSoft #LearnApplyRepeat
Artificial neural networks are forecasting methods that are based on simple mathematical models of the brain. They allow complex nonlinear relationships between the response variable and its predictors. #artificialneuralnetworks #nonlinear #CleomeSoft #LearnApplyRepeat
#LogisticRegression uses an equation as the representation, very much like linear regression.
A key difference from linear regression is that the output value being modeled is a binary values (0 or 1) rather than a numeric value.
y = e^(b0 + b1*x) / (1 + e^(b0 + b1*x))
Linear Regression is a ML algorithm based on supervised learning. Linear regression performs the task to predict a dependent variable value (y) based on a given independent variable (x), this regression technique finds out a linear relationship between x (input) and y(output).
Support Vector Machine #SVM is a supervised machine learning algorithm which can be used for both classification or regression challenges. ... Support Vectors are simply the co-ordinates of individual observation. #machinelearning #algorithms #CleomeSoft #LearnApplyRepeat
The K-means clustering algorithm is used to find groups which have not been explicitly labeled in the data. Once the algorithm has been run and the groups are defined, any new data can be easily assigned to the correct group. #algorithms #ML #labels #LearnApplyRepeat #CleomeSoft
Naive Bayes - #ML #algorithm for classification problems
The Naïve Bayes classifier is based on Bayes’ theorem and classifies every value as independent of any other value. It allows us to predict a class/category, based on a given set of features, using #probability.
#CleomeSoft
How to get started with machine learning algorithms:
Step 1: Discover the different types of machine learning algorithms.
Step 2: Discover the foundations of machine learning algorithms.
Step 3: Discover how top machine learning algorithms work.
#CleomeSoft #LearnApplyRepeat
#UnsupervisedLearning is a class of #MachineLearning techniques to find the patterns in data. The data given to #unsupervised #algorithm are not labelled, the algorithms are left to themselves to discover structures in the data. #LearnApplyRepeat #CleomeSoft
Supervised learning is a type of machine learning that enables the model to predict future outcomes after they are trained based on past data. #CleomeSoft #ML #algorithms #machinelearning #Supervisedlearning #LearnApplyRepeat
“Machine learning” is an umbrella term covering lots of generic algorithms. #ML #algorithms as falling into one of two main categories — #supervised learning and #unsupervised learning. The difference is simple, but really important. #machinelearning #CleomeSoft #LearnApplyRepeat
What is an artificial neural network?
An #ANN is composed of a number of interconnected units, or artificial neurons. Each artificial neuron is linked to several others, and can transmit signals along these connections. #AI #DL #ML #interconnection #CleomeSoft #LearnApplyRepeat
Why do you need to spend time to make sure your data is compatible with an AI solution.
Size of the dataset isn’t the real problem, it’s the scope. The big question is going to be how do you train the AI? #CleomeSoft #AI #ML #Technology #Innovation #Process
AI isn’t just about frameworks, data and algorithms — it’s also about people. most AI projects became issues because of the these 4 elements #AI #failure #humanfactor #computation #database #leadership #machineintelligence #CleomeSoft #LearnApplyRepeat @CleomeSoft
@CleomeSoft #Learn -> #Apply -> #Repeat - NoSQL stands for “not only SQL” and supports data structures beyond relational tables. However, NoSQL databases usually do not use SQL, but rather a proprietary query language. #CleomeSoft #datascience #mangoDB
Dear followers of #cleomesoft we are humbled by your pouring support, thank you all. May this cheer last through out the new year 2019 and years to come. Again, a very merry Christmas to you all and your loved ones. #Design #Engineering #innovation #digitaltransformation
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