Data Science

Name: Data Science
Availability: InStock

by CACMS (Centre For Advanced Computers and Management Studies) Claim Listing

Learn what Data Science is and what are the mandatory skill set required to be a Data Scientist.

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Course Details

Learn what Data Science is and what are the mandatory skill set required to be a Data Scientist.

Course Outline:

• Explain in basic terms what Statistical Inference means. Identify probability distributions commonly used as foundations for statistical modeling. Fit a model to data.
• Use R to carry out basic statistical modeling and analysis.
• Explain the significance of exploratory data analysis (EDA) in data science. Apply basic tools (plots, graphs, summary statistics) to carry out EDA.
• Describe the Data Science Process and how its components interact.
• Use APIs and other tools to scrap the Web and collect data.
• Apply EDA and the Data Science process in a case study.
• Apply basic machine learning algorithms (Linear Regression, k-Nearest Neighbors (k-NN),
k-means, Naive Bayes) for predictive modeling. Explain why Linear Regression and k-NN are
poor choices for Filtering Spam. Explain why Naive Bayes is a better alternative.
• Identify common approaches used for Feature Generation. Identify basic Feature Selection
algorithms (Filters, Wrappers, Decision Trees, Random Forests) and use in applications.
• Identify and explain fundamental mathematical and algorithmic ingredients that constitute a
Recommendation Engine (dimensionality reduction, singular value decomposition, principal
component analysis). Build their own recommendation system using existing components.
• Create effective visualization of given data (to communicate or persuade).
• Work effectively (and synergically) in teams on data science projects.
• Reason around ethical and privacy issues in data science conduct and apply ethical practices

CACMS is one of the few reputed institutes in Amritsar that has earned repute by offering quality education to its students. Joining a course at CACMS also allows you grab rewarding career opportunities based on upgraded skills with a certified course of your choice.

Centre for Advanced computers and Management Studies is a premier computer institute in Amritsar offering professional courses in the field of Management and IT.

We offer courses like Data Science, Data Analytics, Tableau, python,c,c++, java , website designing, website development, c#, Digital Marketing, Machine Learning, Ethical Hacking, Quick books, Tally, Ms-office and more. We are a Microsoft Training Partner, Hp Training Authorized Centre and Tally authorized training centre.

Why Join Us?

Live Projects Training: Why learn only theory when you can get a practical hands-on experience with live projects within a course from CACMS
Experienced Faculty: Mere knowledge is not enough to be an effective trainer. Experienced faculty at CACMS is well-versed with both theoretical & practical aspects.
High-tech Facilities: Upgrade your skills in an interactive learning environment, comprising of LCD projectors, computer labs, and other aspects of a multimedia classroom.
International Certifications: Certifications from reputed brands like Microsoft, HP, Tally, and IIB help you gain an upper hand over your peer competitors.
Soft Skills Training: When professional skills combine with soft skills, it results in competitive, best-in-class professionals. We understand and deliver on this.
Placement Assistance: Don’t worry about starting a career after the course. We assist you in getting placed as well, via our tie-ups with local & outside companies.

View Detailed Profile

Amritsar Branch

SCO 9 Burj Punjab, B - Block, Amritsar

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