Machine Learning

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

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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