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Data Science, Machine Learning and Deep Learning with Python and R

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Course Duration

10 week

About AnnexIT

AnnexIT is a leading e-learning platform providing live instructor-led interactive online training. We

cater to professionals and students across the globe in categories like Big Data & Hadoop, Business

Analytics, NoSQL Databases, Java & Mobile Technologies, System Engineering, Project Management

and Programming. We have an easy and affordable learning solution that is accessible to millions of

learners across the globe.

Course Description

DURATION: 8 Weeks

MODE OF TRAINING: Classroom/Online

LEVEL: Advanced

    Data Science ML/DL Course Curriculum

    • Data Science
    • Data Scientist
    • How does a Data Scientist differ
    • Data – Intelligence – Insights
    • Data Scientist Are Found at the Confluence
    • Data Products
    • Data Analysis
    • Data Mining
    • Machine Learning
    • Learning Techniques

    • Team Data Science Process (TDSP) – Agile
    • Model
    • Cross Industry Standard Process for Data Mining (CRISP-DM).
    • Knowledge Discovery In Database (KDD)

    • Missing Data
    • Noisy Data
    • Inconstant Data
    • Univariate, Bivariate and Multivariate.

    • Data Preparation
    • Why is Data Preprocessing used?
    • How is Data Preprocessing performed?
    • Tasks of Data Preprocessing
    • Data Profiling
    • Data Wrangling
    • Why Data Wrangling is used?
    • How to Check Presence of Data Leakage?
    • How is Data wrangling performed?
    • Tasks of Data Wrangling
    • Balanced and Imbalanced data
    • Re-Sampling Data
    • Imbalanced Data Handling Techniques
    • Random Forest
    • Simple Ensemble Methods
    • Advanced Ensemble Methods
    • Navy Bayes
    • Time Series Analysis

    Feature Engineering

    Metrics

    Dimensionality Reduction

    Deployment

    Statistics

    Machine Learning Algorithms

    Deep Learning

    Computer Vision – OpenCV

    R –Programming

    Python Programming

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Course Features

  • Duration 60h
  • Max Students Unlimited
  • Certificate Yes
  • Skill Advance
  • Category Programming

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