Machine Learning Training in Chandigarh Mohali

Machine Learning

Our Machine Learning training is designed with the latest technologies and will make you efficient. Machine learning training is going to be a great benefit for students looking for it.

Machine learning as its name suggests is defined as a field of machines or computer science that has found its evolution from studying pattern recognition and computational learning theory in Artificial Intelligence. It the science of learning and building algorithms that can easily learn from and make predictions based on data.

Machine Learning Training- Benefits

The most latest computer technologies have made machine learning much advanced and now machine learning is not the like in the past.
Researchers much interested in Artificial Intelligence wanted to know whether the computers would be able to learn from the data or not.
As computer models are exposed to new data and can adapt independently, the iterative aspect of machine learning is really important.
To produce repeatable and reliable results, they learn from previous computations.

What will you learn

Master Machine Learning from basic.
Learn for personal use and add value to your business.
Get to learn accurate predictions and powerful analysis.
Experts advise and all-time support.
Full guidance from industry trainers.
Work on live projects with us with the best of trainers.

SYLLABUS

Basics a. Supervised, unsupervised, reinforcement b. Bias-variance trade-off c. Overfitting, underfitting
Linear discriminant analysis (LDA)
Gradient descent:-batch, stochastic
Principal Component Analysis(PCA)
Learning Vector Quantization (LVQ)
Regularization methods:- Ridge, LASSO
Kernel smoothing methods
Ensemble learning:-Bagging(bootstrap aggregation), boosting, stacking, blending
Ordinary least squares
Partial Least squares
Kernel density Estimation
Radial basis functions
AIC,BIC
K-fold cross validation
Generalized Additive Models (GAMs)
Multivariate Adaptive Regression Splines(MARS)
Gradient boosting
NLP a. Word sense disambiguation b. Pronoun resolution c. Machine translation d. Tokenization e. Regular expressions f. Stemming g. Lemmatization
Evaluation metrics .AUC a. Precision b. Recall c. Specificity d. Mean absolute percentage error e. Root mean square error
Algorithms: Linear regression: Usually performed through OLS, Logistic regression, Naive Bayes, K-Nearest Neighbours, K means clustering, Classification and regression trees(CARTs), Support vector machines, AdaBoost, Random forest, ARIMA, Decision Trees, ID3 CHAID, C4.5,, C5.0, Hierarchical Clustering

Miscellaneous: Curse of dimensionality, No free lunch theorem, Occams Razor
Deep Learning: Neural Networks, Bayesian neural nets, Deep Boltzmann Machine(DBM), Deep Belief Networks(DBN), Convolutional Neural Networks
Mathematics: Hypothesis testing, scedasticity
K-fold cross validation
Generalized Additive Models (GAMs)
Multivariate Adaptive Regression Splines(MARS)
Gradient boosting
NLP a. Word sense disambiguation b. Pronoun resolution c. Machine translation d. Tokenization e. Regular expressions f. Stemming g. Lemmatization
Evaluation metrics .AUC a. Precision b. Recall c. Specificity d. Mean absolute percentage error e. Root mean square error
Algorithms: Linear regression: Usually performed through OLS, Logistic regression, Naive Bayes, K-Nearest Neighbours, K means clustering, Classification and regression trees(CARTs), Support vector machines, AdaBoost, Random forest, ARIMA, Decision Trees, ID3 CHAID, C4.5,, C5.0, Hierarchical Clustering
Miscellaneous: Curse of dimensionality, No free lunch theorem, Occams Razor
Deep Learning: Neural Networks, Bayesian neural nets, Deep Boltzmann Machine(DBM), Deep Belief Networks(DBN), Convolutional Neural Networks
Mathematics: Hypothesis testing, scedasticity

Why we

Pjc Infotech provides the best machine learning course in Chandigarh. We help our students with the best of knowledge and training for better growth in their field. Join our machine learning course in Chandigarh and make a great career with us.

Machine Learning