dots bg

Machine Learning

Robokwik's Machine Learning program will start from basics of Machine Learning followed by working on various types of it like Supervised or Unsupervised Machine Learning, this course will also include extensive working on various Python Libraries like Pandas, Numpy, Scikit Learn & Matplotlib along with working on various datasets, this training will prepare you for an exciting career as a professional Data Scientist or Data Analyst.

Course Instructor: Robokwik Training

₹1199.00

dots bg

Do you know?

We are India's preferred company for technology workshops and trainings at
IITs & NITs.

100+

workshops conducted at
IITs & NITs.

131060+

students enrolled.

500+

Batches already completed successfully.

11097+

students already completed their trainings in offline mode.

Course Overview

This course of Machine Learning will not only help you to get into field of data analytics but also help you a lot when you will be sitting in placement rounds specially the technical one, in addition to this it will also help you in opening new opportunities in Data Science or Machine Learning.

Salient Features
  1. Learn online
  2. Learn at your own pace
  3. Mobile friendly
  4. Placement assistance to build your career
  5. Certificate of Training
  6. 5 Assignments & 1 Project
  7. Learn in English or Hindi
  8. Robokwik lab access
  9. Doubt Clearing
  10. Python Programming knowledge required
  11. 4 / 8 Weeks duration
  12. 2 years access to videos & study material

What will you learn?

This course will help you start with working of various Machine Learning concepts and using of various Python libraries, discover something working on multiple datasets and algorithms.

Introduction to Machine Learning

Introduction to Machine Learning
What is Machine Learning?
Types of Machine Learning
How Machine Learning works?
Usage of Machine Learning

Revisiting Python

Introduction to Python Programming
Introduction to Python and Anaconda
Working on Jupyter IDE
Conditional statements in Python
Different types of data
List,Tuple Dictionary
Loops

Functions & Packages

Function & Packages
Function
Packages
Installing different packages of Python

Working on NumPy, Matplotlib, Pandas, Scikit Learn

Working on NumPy
Introduction to Numpy Array
Creating arrays of different Dimensions
Indexing
Data processing using Array

Data Analysis using Pandas
Introduction to Pandas
Data Type of Pandas
Creating Dataframe using Pandas
Importing Dataset using Pandas
Various operations on data using Pandas tools

Data visualization using Matplotlib
Plotting data using Matplotlib library
Using various tools of Matplotlib
Types of Graph
Implementation of different types of Graphs

Applying Algorithms on Dataset using Scikit-learn
Data splitting
Using different algorithms for dataset
Prediction
Score check

Machine Learning Algorithms

Machine Learning algorithms
Regression analysis
Simple linear regression
Multi linear regression
Classification
Binary class classification
Multi class classification
Support Vector Machine
KNN algorithm

Projects

1. Area Price Prediction Project
2. Gender Classification Project
3. Iris Flower Species Classification Project
4. Digit Recognition Project
5. Survival Prediction on Titanic Project
6. Object Recognition Project
7. Insurance Purchase Prediction Project
8. Project Deployment

Datasets

IRIS Dataset
BMI Male Female Dataset
MNIST Dataset
DIGIT Dataset
Titanic Dataset
CIFAR Dataset

Final Project

Discussion on Final Project

Processflow of
Machine Learning Training

1

Register

Simply purchase this course by clicking on Buy Now.

2

Training

Access content and complete it within definite timeline submitting all assignments.

3

Certification

You will get certificate of training after successful completion of this training.

Machine Learning FAQs

What is Machine Learning?

Machine Learning is an area that studies how to teach computers to learn and adapt without being explicitly programmed. This discipline of study is at the bleeding edge of technology and in great demand.

Is this course available in offline mode also?

Yes, it is available in our training centers located in Vaishali-Delhi NCR, Lucknow, Varanasi & Bhubaneswar.

What are the prerequisites of joining Machine Learning program?

We expect students to have a basic understanding of Python Programming along with statistics if he/she is joining program.