Software Training by Saksham Digital Technology-Learn to Code

Courses / Machine Learning With Python

Home / Machine Learning With Python

Machine Learning With Python

Why use Python for Machine Learning

Being a coder it's very important to select the right programming language for development. Machine learning is a core part of Artificial intelligence. The upcoming era will use completely Artificial Intelligence and then we need Machine learning for calculation. But for that which programming language we can use??

So we are using Python for Machine Learning. From development to deployment, python helps developer to produce the best software.

Course Overview

Overview Of Python

Installing Software For Machine Learning

Dataset of Machine Learning

Starting with collection of data(datasets)

Learning about Numpy and Pandas(Library of Python)

Reading datasets and showing then in form of arrays to tables

Learning MatplotLib Space for displaying these data in form of Graph or Pie Charts

```
Learning about Preprocessing of data.
```

Introduction of Machine Learning

Machine Learning Languages, Types, and Examples

Where is machine learning being used in todays World

Advantages and Disadvantages  of Machine Learning

Machine Learning vs Statistical Modelling

```
Supervised vs Unsupervised Learning
```
```
Supervised Learning Classification
```
```
Unsupervised Learning
```

Algorithms of Machine Learning

```
Supervised Learning
```
```
unsupervised Learning
```

Algorithms of Supervised Learning

Advantages and Disadvantages of Decision Tree

```
Regression Algorithm 
```
```
Model Evaluation 
```

OverFitting and Under-fitting of the data

```
Gradient Boosting Machines
```
```
Model Stacking
```

Algorithms of unsupervised Learning

```
K-Means Clustering
```
```
Support Vector Machines
```
```
Exponential Smoothing
```
```
Linear and non Linear Classification 
```
```
Moving Averages 
```
```
Average Models
```
```
Principal Component Analysis
```

Model Assembling

Introduction to Time Series

```
standrad definition of time Series
```
```
Time Series Analysis
```
```
Time Series Forecasting
```
```
Time Series Data
```

Time Series to make your understanding concrete

Introduction of Deep Learning

```
Why Deep Learning?
```
```
what is Nural network ?
```

Models in Deep Learning

```
Recurrent Nets
```
```
Deep Belif Nets
```
```
Restricted Boltzmann Machine
```

Deep Learning Plateform

```
What is Plateform of deep learning
```
```
H20
```
```
Data GraphLab
```
```
Library in Deep Learning
```
```
Caffe
```
```
TensorFlow
```

Java+Android

Android owned by Google, is the world’s most popular mobile platform. It is growing fast ev...

Core Java

Java is a general purpose very powerful computer programming language. It is concurrent, class-ba...

Programming in C

C is the basic building block of any language. It is the only platform to develop the programming...

Digital Marketing

SDT focuses on developing expertise in individuals regarding all the latest tools and technologie...

Programming C++

C++ is the general purpose programming language which supports Object Oriented Concepts. Every C ...

Python+Django

Python is a general-purpose object-oriented, interpreted, interactive, and high-level programming...

PHP

PHP is the first open source server-side scripting language embedded in HTML. It is used to creat...

Angular JS

AngularJS is a powerful JavaScript structural framework. It allows you to build web applications ...

Kotlin+Android

Making android mobile application easily and securely is a fantasy for every developer. There are...

Machine Learning With Python

Why use Python for Machine Learning

...