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About Data Science
Data-driven science is the other name for Data Science which is an inter-discipline field about scientific methods. It is a multi-disciplinary blend of algorithm development, data interface, and technology in order to solve complex problems. The skills mentioned below are blend together.
- Mathematics Expertise
- Technology: Hacking skills
- Business Strategy Acumen
Data Science overlaps multiple traditional disciplines like mathematics, computer science, and statistics which are increasing with a large number of domains.
Start a career with Data Science
Data Science is becoming a necessary tool giving the answer for the questions for big scientist and challenges for the trending technology. In all areas, Data Analytics Courses in Chennai offers a new powerful approach to making discoveries. Start a career with Data Science which is unknown, because its opportunities are endless and lead to groundbreaking changes in the society. Get certified with Data Science Certification in Chennai to have a bright and prosperous future.
Undergo Data Science Course in Chennai to migrate your domain or career to learn more and to gain knowledge. Ranked #1 of students for their career choice. The curriculum will you to get a visceral understanding of the entire data chain, the flow of information.
Topics under Data Science
Listed below are the topics which we cover under Big Data Analytical Course in Chennai. This field is very vast and interesting, to know more about the topic register with FITA for Data Analyst Course in Chennai.
Introduction: What is Data Science?
- Big Data and Data Science hype – and getting past the hype
- Current landscape of perspectives
- Why now? – Datafication
- Skill sets needed
Exploratory Data Analysis and the Data Science Process
- Basic tools (plots, graphs and summary statistics) of EDA
- The Data Science Process
- Philosophy of EDA
- Case Study: RealDirect (online real estate firm)
- Statistical modeling, probability distributions, fitting a model
- Populations and samples
- Intro to R
One More Machine Learning Algorithm and Usage in Applications
- Motivating application: Filtering Spam
- Why Linear Regression and k-NN are poor choices for Filtering Spam
- Naive Bayes and why it works for Filtering Spam
- Data Wrangling: APIs and other tools for scrapping the Web
Three Basic Machine Learning Algorithms
- k-Nearest Neighbors (k-NN)
- Linear Regression
Feature Generation and Feature Selection (Extracting Meaning From Data)
- Motivating application: user (customer) retention
- Feature Selection algorithms
- Feature Generation (brainstorming, role of domain expertise, and place for imagination)
- Filters; Wrappers; Decision Trees; Random Forests
Recommendation Systems: Building a User-Facing Data Product
- Dimensionality Reduction
- Algorithmic ingredients of a Recommendation Engine
- Principal Component Analysis
- Singular Value Decomposition
- Exercise: build your own recommendation system
- Basic principles, ideas, and tools for data visualization
- Examples of inspiring (industry) projects
- Exercise: create your own visualization of a complex dataset
Mining Social-Network Graphs
- Clustering of graphs
- Social networks as graphs
- Partitioning of graphs
- Direct discovery of communities in graphs
- Neighborhood properties in graphs
Data Science and Ethical Issues
- A look back at Data Science
- Discussions on privacy, security, ethics
- Next-generation data scientists
FITA provides Data Science Certification
Our program helps students to prepare for Big Data Analytics career through session conducted by our industry experts. We aid students to start their future with the right career option. We make them work on projects which are real time and give them assignments based on daily tasks. Study Data Analytics Courses in Chennai with the leading Data Science Course in Chennai. We identify the student’s knowledge and skill and train them according to their capability. This is the main reason why FITA always leads first in training IT courses in Chennai.
We have three branches located in Velachery, OMR and T Nagar which is very close to Pallikaranai, Tambaram, Thiruvanmiyur, Porur, Medavakkam, Perungudi, Shollinganallur, West Mambalam, Mylapore, Ekkatuthangal, Saidapet, Choolaimedu, Adyar, Anna Nagar, Ambattur, Aminjikarai, Camp Road.
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