Introduction:
IIHT kharghar Provides Machine Learning courses in Navi-Mumbai, as the demand for the machine learning is raising high we Machine learning training institute in Navi-Mumbai promising to give a professional edge to career and it is expected that around 2022 it will grow at 40-50% which eventually will raise the recruitment for machine learning technology.
The candidates taking the Machine Learning courses in Navi-Mumbai will be offered:
1.100% Job placement.
2. Corporate staff for training.
3. Access to the lab.
4. Career guidance from the superiors.
Machine Learning Course Details:
Class overview: Class organization, topics overview, software etc.
- what is ML
- Problems
- data
- tools
- Visualization
Linear regression :
- SSE
- gradient descent
- closed form
- normal equations
- features
- Overfitting and complexity
- training, validation, test data
- Classification problems
- decision boundaries
- nearest neighbour methods
- Probability and classification
- Bayes optimal decisions
- Naive Bayes
- Gaussian class-conditional distribution
- Linear classifiers
- Bayes’ Rule
- Naive Bayes Model
- Logistic regression
- online gradient descent
- Neural Networks
- Decision tree
- Ensemble methods
- Bagging
- random forests
- boosting
- A more detailed discussion on Decision Tree and Boosting
- Unsupervised learning
- clustering
- k-means
- hierarchical agglomeration
- Advanced discussion on clustering and EM
- Latent space methods
- PCA.
- Text representations
- naive Bayes
- multinomial models
- clustering
- latent space models
Enroll for machine learning course in Navi Mumbai.
