Price  20,000.00  18,000.00

Course Features
language
Language: English
access_time
35 Hours of Training
playlist_add_check
10Lessons
spellcheck
Study Level: Advanced
terrain
Certificate of Completion
TRAININGS SCHEDULE:

UPCOMING TRAININGS SCHEDULE:

Machine learning training

Machine Learning with Python Course

  • 23rd Feb 2019 (5 Weekends) | Sat-Sun Training Mode: Online | 02:00 PM – 05:00 PM IST
  • 23rd March 2019 (5 Weekends) | Sat-Sun Training Mode: Online | 02:00 PM – 05:00 PM IST

Machine Learning With Python Course

Machine learning with python course is designed to focus on the basics of machine learning with the help of an approachable and a well known or common programing language. This course would help you understand the purpose of machine learning and how it is applicable in the real world. Also, this course would present with a general overview and understanding of most of the machine learning topics like; unsupervised vs supervised learning, machine learning algorithms as well as model evaluation. Also, this course would offer you real-life examples of how machine learning is applied. It will also teach you how machine learning affects the society in ways that most people would refer to as “impossible”. Asides these, you would also be taught about several courses that relate to machine learning. This course would also offer you the needed skills to help develop algorithms.

Machine Learning Certification Course

Main Features

  • Intensive instructor-led training and supervision
  • Would help you gain knowledge with detailed hands-on exercise
  • Would offer a practical application of over fifteen (15) machine learning algorithms.
  • Would help you understand and master the general concepts of unsupervised and supervised learning.

Learning Objectives

For Individuals
  •  Machine Learnig course would offer them extensive access to self-paced learning, designs, and contents that have been specially designed by experts in the machine learning industry.
For Businesses
  • Would offer them complete training solutions as well as well blended delivery models
  • Would offer regular and proper teaching, assistance and supervision
  • Would offer advanced reports for teams and individuals as well
Machine Learning with Python Course

Machine Learning with Python Course Description

With the growth of the industry and the real benefits of machine learning, it has become relevant that people learn about it. The increase of this industry would require professionals who would be able to understand the workings of the industry.

After you must have completed the course, you would have;

  • Mastered the concept of the industry
  • Understand the Python programming language
  • Would be capable of modeling or creating various machine learning algorithms.
  • This course was designed primarily for those that are passionate about the data science field.

Machine Learning with Python Curriculum

1. Introduction

1.1 Introduction to Data Science

Topics:

Key Elements of Data Science
Data Warehousing
Business Intelligence
Data Visualization
Data Mining
Machine Learning
Artificial Intelligence
Cloud Computing
Big Data

1.2 Artificial Intelligence: A preview

Topics:

What is Artificial Intelligence & its importance
Artificial Intelligence vs Machine Learning

2. Getting Started with Machine Learning

2.1 Overview of Machine Learnin

Quick tour of the types of machine learning

Topics:

What is Machine Learning (ML)?
How machines learn
Types of learning: Supervised, Semi-supervised, Unsupervised, Reinforcement.
Basics of Classification, Regression and Clustering algorithms
Creating your first Prediction Model
Training & Model evaluation
Choosing Machine Learning algorithm

3. Back to Basics (Maths with Statistics)

3.1 A quick refresh on basic intermediate maths:

Topics:

A quick refresh on basic intermediate maths:

Linear Algebra (Vectors, Matrix, Eigen Values)
Probability and Statistics
Hypothesis testing
Optimization

4. Getting Started with Python

4.1 A quick crash course on basics of Python

Topics:

A quick crash course on basics of Python

What is Python
Working with Python
Basic scripts on
Read, write, data handling
Loops
Conditions (if-else)
Function
Code modularization
Scikit-Learn package
Basic visualization

5. Data Processing for Machine Learning

5.1 Introduction to Data Processing

Topics:

Data Collection & Preparation
Data Mugging
Outlier Analysis
Missing value treatment
Feature Engineering
Data Transformation
Normalization vs Standardization
Creating Dummies
Dimensionality Reduction
Principal Component Analysis

6. Advanced Machine Learning Algorithm

6.1 Overview to Machine Learning Algorithms

Topics:

Supervised Machine Learning algorithms
Linear Regression
Logistic Regression
Decision/Classification Tree
Ensemble Models
Bagging
Boosting
Random Forest
K-Nearest Neighbours (KNN)
Naive Bayes
Neural Network (Deep Learning)
Support Vector Machine
Unsupervised Machine Learning algorithms
Clustering with K-means Clustering
Bias-Variance Trade off
Regularization
Parameter tuning & grid search optimization

Courses

Popular Courses

AWS Solution Architect Certification Training

No Votes 0 Votes
EduKraft
AWS Solution Architect Certification Training Course AWS Solutions Architect is a vital position in the field of AWS Cloud Solutions, for which people need to be certified by passing the…
group0
₹13000

AWS Developer Associate Certification Training

No Votes 0 Votes
EduKraft
AWS Developer Associate Certification Course AWS or Amazon Web Services Developer certification course help people in acquiring thorough knowledge for handling the tasks of this IT field on their own.…
group0
₹14000

Certified Data Scientist with R Programming

No Votes 0 Votes
EduKraft
Python Certification Training Course Python happens to be one of the fastest growing programming languages. This is because it is versatile and at the same time powerful for developers all…
group0
₹25000
Testimonials

Google Reviews

  • review rating 5  I came to know about 360EduKraft from one of my colleague. Initially I thought it won't be of much worth spending time at this site for too long. But I was proved wrong! I ended up taking courses for Digital Marketing and yet planned to pursue for certification. The trainers are well equipped with materials and they teach with variety, I like this most. The most important thing which i liked is, Wonderful learning experience and the way classes are organized and good support staff. I am quite happy to see they have elevated online education or a virtual classroom training at such levels. I strongly recommend for people for taking up digital Marketing course whichever suits to their career path. Great job 360EduKraft!...

    thumb Asiya Sultana
    2/05/2019

    review rating 5  One of the best training institute for Digital Marketing located in BTM Layout. The technical training provided here is extremely good. Thanks

    thumb Pushpa Latha
    12/20/2018

    review rating 5  I have attended training demo's before enrolling the digital marketing course, They are specialized in Digital market, SEO, SMM, PPC and Content marketing. You can enroll the course from 360EduKraft for your better career.

    thumb Smith Robert
    12/07/2018
  • review rating 5  I took PMP Training Educarft and now i am 100% sure that i will clear my PMI Exam in first attempt... Thank u Educarft..

    thumb Kayra Bhanu
    9/26/2018

    review rating 5  One can get the best classroom and online training in 360edukraft. The trainers are well qualified and experienced in the domain and also provide enough study materials.Customer support is very good. Overall it was a great learning experience. Thank you 360edukraft....

    thumb vijetha reddy
    9/25/2018

    review rating 5  I have taken Block Chain course. I have very good learning experience with 360edukraft. Course content, lectures are very effective to understand the concept and described in organized way. Instructors are also very good. All support staff are very helpful, when I face any issue, they provide solution quickly. Thanks a lot..

    thumb nagabairu praveen
    9/25/2018

chat_bubble_outlineReviews

Average Rating

5
5.00 1 Votes
 20,000.00  18,000.00
1 Ratings

Detailed Rating

5 Stars
0
4 Stars
0
3 Stars
0
2 Stars
0
1 Stars
0
  • Kiran Kumar
    Rated 5 out of 5

    It is a great course, highly recommended for those who wants to work in AI / Data Science field or get a better understanding chance of these fast developing and highly sought after skills.

Add a review

Your email address will not be published. Required fields are marked *