Machine Learning
Machine learning is a discipline data science which aims at making the machine think like human beings with the help of training data and test data.
PRE REQUSITE FOR the COURsE
- Familiar with Statistics
- Programing knowledge
- Business Insights
What you will learn
- Insights into data through ML
- Write programs for ML
- Use Python as a programing language for ML
Valigence technologies benefits
- Provide students the in-depth hands on knowledge software development life cycle.
- Students get a chance to apply what that they learn in their course curriculum.
- A environment of working life for students.
- Helps student in deciding the kind of specialization they want to pursue.
- Learn & Interact with renowned Industry Experts.
- Practical learning based Training Program.
- Receive an unparalleled education on the art of personality development with personal one-on-one attention.
- Get thorough insight into Industry Standard.
- Hands on Demonstrations of Latest Technologies.
- Will also include personality development and Technical skills.
- Will also include Interview preparation skills.
- Placement Assistance to students attending our training.
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Python Datatypes,
Data Structure
Functions
Looping Techniques
Python Modules
Python Packages
Libraries
Installing Pandas,Numpy,Scipy,Scikit,Matplotlib etc.
Learning Supervised & Unsupervised Learning
Regression Analysis
Linear Regression and Logistic Regression
Classification
Prediction
Bayesian Classification Models
Association rules
Neural Networks
Perceptron
MLP
SVM
Modelling Regression Analysis
Creating a Clustering Model
Loan Prediction Problem
Working on Iris Data Set
Titanic Data
Boston Housing Data Set
Predict Stock Prices
Classifying MNIST digits using Logistic Regression
Intrusion Detection using Decision
CIFAR Data set
ImageNet Data Set
Credit Risk Analytics using SVM in Python
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