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Foundations for Data Analytics Part 2
Coursera
Course
Unknown

Foundations for Data Analytics Part 2

Northeastern University

Build on foundational skills to analyze data with advanced techniques in feature engineering, probability, and statistical analysis.

Unknown7 weeksKK, UZ, English, HU

About this Course

This course offers students an opportunity to learn fundamentals of computation required to understand and analyze real world data. The course helps students to work with modern data structures, apply data cleaning and data wrangling operations. The course covers conceptual and practical applications of probability and distribution, cluster analysis, text analysis and time series analysis. This is Part 2 of 2

What You'll Learn

  • Understand fundamental computation concepts
  • Analyze real-world data
  • Apply modern data structures and data cleaning
  • Perform data wrangling operations

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete short practice activities

Instructors

Q

Qurat-ul-Ain Azim

Mechanical and Industrial Engineering

Topics

Data Analysis
Data Science
Machine Learning
Feature Engineering
Probability & Statistics
Probability Distribution
Statistical Analysis
Natural Language Processing
Unstructured Data
Time Series Analysis and Forecasting

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
تعلّم الآلة
هندسة الميزات
الاحتمالات والإحصاء
توزيع الاحتمالات
التحليل الإحصائي
معالجة اللغة الطبيعية
Unstructured Data
Time Series Analysis and Forecasting

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