loading

Master the Fundamentals of Data Science

Free

By uLektz Learning Solutions

Published By : uLektz Learning Solutions

Description

Data Science is the study of the generalizable extraction of knowledge from data. Being a data scientist requires an integrated skill set spanning mathematics, statistics, machine learning, databases and other branches of computer science along with a good understanding of the craft of problem formulation to engineer effective solutions. This course will introduce students to this rapidly growing field and equip them with some of its basic principles and tools as well as its general mindset. Students will learn concepts, techniques and tools they need to deal with various facets of data science practice, including data collection and integration, exploratory data analysis, predictive modeling,descriptive modeling, data product creation, evaluation, and effective communication.The focus in the treatment of these topics will be on breadth, rather than depth, and emphasis will be placed on integration and synthesis of concepts and their application to solving problems. To make the learning contextual, real datasets from a variety of disciplines will be used.
Show More

Details

Course Duration
Open

Course Type
100% online

Certified by
uLektz Learning Solutions

Course Study Materials

Introduction to Data Science

  • Introduction to Data Science

  • Introduction to Data Science - MCQ

    5 Questions

Statistical Inference

  • Statistical Inference

  • Statistical Inference - MCQ

    5 Questions

Introduction to Machine Learning

  • Introduction to Machine Learning

  • Introduction to Machine Learning - MCQ

    3 Questions

Three Basic Machine Learning Algorithms

  • Three Basic Machine Learning Algorithms

  • Three Basic Machine Learning Algorithms - MCQ

    3 Questions

Classification Techniques

  • Classification Techniques

  • Classification Techniques - MCQ

    5 Questions

Unsupervised Learning

  • Unsupervised Learning

  • Unsupervised Learning - MCQ

    3 Questions

Recommender Engines

  • Recommender Engines

  • Recommender Engines - MCQ

    3 Questions

Text Mining

  • Text Mining

  • Text Mining - MCQ

    3 Questions

Time Series

  • Time Series

  • Time Series - MCQ

    5 Questions

Course Final Assessment

Final Assessment

  • Final Assessment

    39 Questions
loading