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

HP Training Centre Logo

Machine Learning

Machine Learning course is offered by HP Training Centre. We offer highly advanced IT training to our students to polish their career and make them ready to join an IT industry with confidence and expertise. 

by HP Training Centre [Claim Listing ]
Future Finders Logo

Data Science

This Future Finders Data Science course includes unique hackathons, masterclasses, webinars, and Ask-Me-Anything sessions. The online training will give you hands-on experience with technologies like R, Python, Machine Learning, Tableau, Hadoop, and Spark.

by Future Finders [Claim Listing ]
Alter Institute Logo

Machine Learning

Machine Learning is a subset of artificial intelligence (AI) that enables systems to learn and improve from experience without explicit programming. It involves algorithms and statistical models that allow computers to perform tasks without being explicitly programmed for them.

by Alter Institute [Claim Listing ]
9i Technologies Logo

Machine Learning with Data Science

Machine Learning with Data Science course is offered by 9i Technologies. The trainers at 9i Technologies are industry veterans with extensive experience in their respective fields.

by 9i Technologies [Claim Listing ]
Info Grow Logo

Machine Learning

Machine Learning course is offered by Info Grow. Machine learning is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence.

by Info Grow [Claim Listing ]

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