Data Science Online Training Course
4.4 /5- Offered byCognixia
Data Science Online Training Course at Cognixia Overview
Duration | 40 hours |
Total fee | ₹25,959 |
Mode of learning | Online |
Difficulty level | Advanced |
Credential | Certificate |
Future job roles | Senior Business Analyst , Account Planning, .Net, Assistant Vice President - IT Knowledge Banking , E Commerce Analyst |
Data Science Online Training Course at Cognixia Highlights
- Course Completion Certificate, Live Instructor-LED Online Training
- 24/7 Support, Lifetime LMS access
Data Science Online Training Course at Cognixia Course details
- The Data Science course enables students to understand practical foundations, helping them effectively execute and take up Big Data and other analytics projects
- The program covers topics from Big Data to the Data Analytics Life Cycle
- Understanding these topics helps in addressing business challenges that leverage Big Data
- Another aspect of this course is that it covers basic as well as advanced analytic methods, and also introduces the participant to Big Data technologies with tools like MapR and Hadoop
- Our state-of-the-art-infrastructure allows students to understand the applications of these methods and tools by getting hands-on experience working alongside real-time data scientists
Data Science Online Training Course at Cognixia Curriculum
Data Science Overview
What is Data Science?
Skill set required
Job opportunities
Descriptive & Inferential Statistics
Continuous vs. Categorical variables
Mean, Median, Mode, Standard Deviation, Quartile, IQR
Hypothesis testing, z-test, t-test
Data Analytics using R Programming -Fundamentals
Installation of R Studio
Functions in R
Loops in R
Data Import in R
Data Analytics using R Programming -Advanced
Apply Family of Functions
Data Manipulation Using dplyr Data Visualization Using ggplot2
Machine Learning using R -Part 1
What is Machine Learning? Supervised vs. Unsupervised Learning Exploratory Data Analysis
Underfitting vs. Overfitting Linear Regression
Logistic Regression
Time Series Forecasting
Machine Learning using R -Part 2
Naïve Bayes
Support Vector Machine
K-Nearest Neighbor
Decision tree
Random Forest
K-Means Clustering
Big Data using Hadoop & Spark
Introduction to Big Data
Overview of Hadoop & its Ecosystem
Introduction to NoSQL
Overview of Apache Spark
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