Data Science(AI and ML) With Python

by Sisoft Claim Listing

The goal of this course is to examine large amounts of data to uncover hidden patterns, correlations and other insights. This help in preparing machine learning model using AI fundamentals.

Price : Enquire Now

Contact the Institutes

Fill this form

Advertisement

Sisoft Logo

img Duration

60 Hours

Course Details

The goal of this course is to examine large amounts of data to uncover hidden patterns, correlations and other insights. This help in preparing machine learning model using AI fundamentals.

 

Course Structure:

  • Python Data Science Overview
    • What is Data Science
    • What Is Data Science and Machine Learning?
    • Introduction of Python Data Science Tools
    • Setting up environment for this course
    • Python Data Science Packages to be used
  • Fundamental of Statistics
    • Overview
    • Basic Terminology of Statistics
    • Variables
    • Data
    • Statistics
    • Dispersion
    • Scattering
    • Observation
    • Time Series Data
    • Population
    • Sample
    • Variation
    • Shape
    • Data Collections
    • Descriptive Statistics
    • Data Distribution
    • Confidence Interval
  • Statistical Inferences and Relationship Between Variables
    • Hypothesis Testing
    • Correlation Theory
    • Linear regression theory
    • Polynomial Regression
    • Logistic Regression
  • Introduction to NumPy (Numerical Python)
    • Numpy: Introduction
    • Create Numpy Arrays
    • Numpy Operations
    • Matrix Airthmetic and Linear Systems
    • Numpy for Basic Matrix Airthmetic
    • Broadcasting with Numpy
    • Solve Equation with Numpy
    • Statistical Operations
  • Pandas
    • Introduction to Data Structures
    • Series
    • DataFrame
    • Panel
    • Reading Data
    • CSV Data
    • Excel Data
    • JSON Data
    • HTML Data
    • Data pre-Processing/Wrangling/Cleaning
    • Removing NAs /No Values from data
    • Basic Data Handling: Starting with conditional data section
    • Drop Column/Rows
    • Subset and Index Data
    • Basic Data Grouping Based on Qualitative Attributes
    • Cross tabulation
    • Reshaping
    • Pivoting
    • Rank and sort Data
    • Concatenate
    • Merging and Joining frames
  • Data Visualization (plotLib)
    • Introduction
    • Histograms
    • Box Plots
    • Scatter Plots
    • Bar Plot
    • Pie Chart
    • Line Chart
  • Ghaziabad Branch

    SRC E7-E8, Shipra Riviera, Gyan Khand-3,Indirapuram, Ghaziabad

Check out more Machine Learning courses in India

ShapeMySkills Pvt. Ltd. Logo

Machine Learning Training

To compete with the world, learners have to pull up their socks in Machine Learning Training in Noida. Now a days, most freshers are looking forward to IT jobs in reputed companies.

by ShapeMySkills Pvt. Ltd. [Claim Listing ]
ITLH Logo

Advanced Machine Learning & Deep Learning

Our 3 month intensive online program has been carefully curated keeping in mind the current industry demands. It is to be noted that the lecture are not pre recorded. It’s a live interactive session and live training conducted with one on one mentoring.

by ITLH [Claim Listing ]
VMM Education Logo

Machine Learning

Machine Learning course is offered by VMM Education. Our commitment extends beyond traditional education, as we also provide specialized training in various industrial technologies through our intensive 6-months and 6-week training programs.

by VMM Education [Claim Listing ]
I-Tech Computer Institute Logo

Machin Learning

Machin Learning course is offered by I-Tech Computer Institute. Our vision is to becomes one of the leading Vocational Training institutes that brings excellence & Innovation in the field of computer training and education.

by I-Tech Computer Institute [Claim Listing ]
Esquare Infotech Logo

Machine Learning Training

At the Completion on said course, the students will have full professional knowledge of coding skills, developing logics & websites/applications, and working on live projects. We are the best providers of Python Training in Navi Mumbai, Kharghar with excellent placements. 

by Esquare Infotech [Claim Listing ]
  • Price
  • Start Date
  • Duration

© 2024 coursetakers.com All Rights Reserved. Terms and Conditions of use | Privacy Policy