Machine Learning

Name: Machine Learning
Brand: SkillBUZZ Trainings
SKU: 5f94214a0cf2d183c5450adb
Price: 1499 INR
Availability: InStock
Rating: 5.0 (5 reviews)

Machine Learning is used from youtube home page to google search to slowly in everything. In this course, you will learn all the things related to Machine Learning step by step along with Lab videos for practical implementation of all the concepts and algorithms you learn.

Duration: 6 Weeks	Videos: 17+ Hours	Project: 15 Hours
Language: Hinglish	Validity: 365 Days	Price: Rs. 1499

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COURSE HIGHLIGHTS

SELF-PACED

Slow learner or fast, these courses adjusts to your speed

HANDS-ON PROJECT

This gives you the true taste of real-world challenges.

GET CERTIFIED

A certificate for course and project which can be added to resume.

AFFORDABILITY

Prices like never before, best courses at highly affordable prices.

ACCESSIBILITY

With our App and website support, never stop learning.

DOUBT FORUM

We are available 24*7 for you. Now learn anytime from anywhere.

HOW DOES IT WORK

1.

STEP 01

Start self-paced learning videos at your own pace

2.

STEP 02

Develop an understanding of each concept from basic to expert level

3.

STEP 03

Get practical exposure by working on a 15-hour hands-on project

4.

STEP 04

Get Certified for your course and project which can be added in your resume

Introduction to Artifical Intelligence

Introduction to Data Science

Introduction to Big Data

Introduction to Big Data Analytics

Introduction to Hadoop

Introduction to Cloud Computing

Emergence of Machine Learning

Introduction to Data Mining

Data Objects and Attribute Types

Basic Statistical Measures

Univariate, Bivariate, Multivariate Data Analysis

Lab- Understanding Exploratory Data Analysis, Statistics and Univariate, Bivariate, Multivariate

Need of Mathematics for ML

Introduction to Mathematics for ML

Introduction to Matrices

Introduction to Probability

Introduction to Vectors

Installing Anaconda and Jupyter Notebook

Introduction to Python

Data Types in Python

Operators in Python

Conditional Statements in Python

Looping Constrcuts in Python

Functions in Python

Introduction to Numpy Library

Introduction to Pandas Library

Lab- Anaconda Installation

Python Coding

Numpy Implementation

Pandas Implementation

Introduction to Data Preprocessing

Preprocessing a Dataset

Lab- Preprocessing Air Quality Dataset

Introduction to Data Visualization

Introduction to Matplotlib Library

Performing Data Visualization

Introduction to Seaborn Library

Lab- Visualizing MT CARS dataset

Introduction to Supervised Learning

Introduction to Classification

Understanding K NEAREST NEIGHBORS Algorithm

Understanding SUPPORT VECTOR MACHINE Algorithm

Understanding NAIVE BAYES Algorithm

Understanding DECISION TREE Algorithm

Lab- Classification Algorithms on Wine Quality Data

Introduction to Regression

Understanding Logistic Regression

Lab- Regression on Air Quality Data

Introduction to Unsupervised Learning

Introduction to Clustering

Introduction to Hierarchial Clustering

Lab- Clustering on Mall Customers Data

Understanding Evaluation Metrices

Introduction to Ensemble Techniques

Lab- Ensemble Techniques on Credit Card Fraud Detection data

Learning Natural Language Processing

Understanding concepts of Natural Language Processing

Lab- Learning Web Scrapping and Performing NLP

Introduction to Recommendation Engines

Understanding Recommendation Engine types

Lab- Movie Recommendation Engine

Understanding Association Rules

Understanding Dimensionality Reduction

Introduction to Deep Learning

Deep Learning Concepts

Deep Neural Networks

Lab- Learning Deep Learning on Varied Data

15 hours of hands on project for practical exposure

Apply all learning in above modules here

Experience on complex data

Project gets evaluated by our instructor

Analyse your project with our solution

Ready for the final certification exam

INSTRUCTIONS

INSTRUCTION-1

After a successful purchase, your videos will get unlocked right away, however, your project and final exam test will be unlocked after 30 days of purchase.

INSTRUCTION-2

The product can be used only on one laptop/computer and one android device. However, you can watch all the lectures an unlimited number of times until the validity ends.

INSTRUCTION-3

The device in which you first 'log in', will be registered and lectures can be viewed only through that registered device. You can have one laptop & one android device. For any issue, write to us at support@skillbuzz.in

INSTRUCTION-4

Once you buy the course you will be able to watch the course lectures for 1 year (365 Days). However, your certificate will be valid for a lifetime. Happy Learning!

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