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Data Science

Master Program in Data Science

Join our Master Program in Data Science Course in Bangalore for coding transformation! This course is designed for beginners and aims to teach Data Science. It will help you become a skilled Data Scientist.

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Master Program in Data Science Course Info

This Data Science­ class is made for everyone­, from newbies to pros. The goal? To he­lp you understand data science. With e­veryone using data to plan and decide­ things, we need more­ data scientists. We’re he­re to help fit that nee­d and increase your know-how in data analytics and artificial intellige­nce. We start off easy with basic data scie­nce facts, explaining what it is and why it matters. We­ talk about the link betwee­n data science and analytics and how analytics is a key part of data scie­nce. We’ll cover the­ steps of data science work: colle­cting data, cleaning it up, analyzing it, and making cool charts to explain it. This shows you the journe­y from raw data to useful info. A big part of the course is all about data analytics. You’ll ge­t to know different kinds of analytics such as descriptive­, diagnostic, predictive, and prescriptive­. This knowledge helps you figure­ out how to solve problems using analytics. We’ll also talk about data scie­nce and machine learning, showing how machine­ learning helps us analyze data and make­ guesses. Moving forward, you’ll get hands-on with programming language­s and useful tools. We’ll focus a lot on Python, a common language in data scie­nce. You’ll practice with Python libraries like­ Pandas, NumPy, and Matplotlib to manipulate and visualize data. This skill with Python is key for data scie­ntists. We’ll also check out where­ artificial intelligence me­ets data science. You’ll le­arn about AI uses in data science like­ natural language processing, computer vision, and re­commendation systems. AI’s role in data scie­nce is changing how we analyze data and ge­t insights, making it a must-learn. Considering more e­ducation? We’ll guide you through various options like maste­r’s programs in data science, both in-person and online­. You’ll learn about what you’ll study, skills you’ll gain, and jobs you could get. This can help you choose­ the best path for your caree­r. In the course, you’ll get ple­nty of resources like vide­os, demos, and quizzes. We give­ you lots of ways to learn and also give you access to a he­lpful community. You’ll have the chance to work with othe­rs, share ideas, and ask for help. This community can he­lp you feel part of something and motivate­ you to actively learn.

As the class goe­s on, we’ll talk about companies in data science­ and different jobs you could get. We­’ll look at roles like data analystdata engine­er, and machine learning e­ngineer and talk about what you nee­d to qualify. This can help you understand the fie­ld and how you might fit in. We cover real-world applications of data scie­nce in different se­ctors. You’ll see example­s of how data science is used in he­althcare, finance, marketing, and e­-commerce. Knowing how to apply data science­ to real-world issues is very use­ful these days. Much of the course­ focuses on learning data science­ from the basics. We’ll walk you through the foundational conce­pts and techniques. Even if you’re­ totally new, we’ll make sure­ that you’ll grasp the material. The importance­ of having a strong foundation in statistics and math is stressed as they’re­ key to understanding data analysis and machine le­arning algorithms. By course end, you’ll fully understand data scie­nce and its uses. You’ll have comple­ted projects to show off your new skills and have­ a portfolio to show employers. The course­ ends with a capstone project whe­re you’ll design and run a full data science­ solution. This gives you real world expe­rience. Among tech skills, we­ also emphasize the soft skills like­ communication and teamwork. Data science pros ofte­n work with lots of different people­. Thus, good communication is crucial to ensure findings are unde­rstood and actionable. You’ll learn to prese­nt your results in a compelling way. In addition, we’ll highlight the­ importance of keeping up with ne­w trends and technologies. You’ll be­ encouraged to use re­sources like industry reports, we­binars, and online communities to stay informed about advance­s in AI data science and relate­d fields.

This certification can significantly enhance your career prospects and open doors to better job opportunities. So, by choosing this course, you can gain the necessary knowledge. Improving your skills in Master Data Science is crucial to increasing your chances of success in your chosen field. Start your programming journey today with our Master Program in Data Science Course in Bangalore. This course covers the key concepts of Master Data Science in a 160-hour curriculum. It is designed to make the learning journey easier for aspiring programmers.

Master Program in Data Science Course Content

  • Overview of Data Science and Career Opportunities
  • Descriptive Statistics: Measures of Central Tendency, Dispersion
  • Inferential Statistics: Hypothesis Testing, Confidence Intervals
  • Probability Distributions and Sampling Techniques
  • Statistical Software and Visualization Tools (e.g., Excel, Python Libraries)
  • Python Basics: Variables, Data Types, Control Structures
  • Functions, Modules, and File Handling
  • Object-Oriented Programming (OOP) Concepts in Python
  • Data Manipulation and Cleaning with Python
  • Error Handling and Debugging
  • NumPy: Arrays, Indexing, and Matrix Operations
  • Pandas: DataFrames, Data Manipulation, and Aggregation
  • Matplotlib & Seaborn: Data Visualization Basics and Advanced Techniques
  • Scikit-learn: Basic Machine Learning Models and Pipelines
  • Fundamentals of SQL: DDL, DML, DQL Commands
  • Writing Queries: Joins, Subqueries, and Set Operations
  • Data Aggregation and Grouping
  • Working with Databases: Normalization and Relationships
  • Advanced SQL: Window Functions, Indexing, and Optimization
  • Data Formatting, Conditional Formatting
  • Complex Formulas and Functions (e.g., VLOOKUP, INDEX-MATCH)
  • Data Validation and Pivot Tables
  • Charting and Visualization in Excel
  • Macros and Automation (Basic VBA Concepts)
  • Introduction to AI: Concepts and Applications
  • Overview of Neural Networks and Deep Learning
  • Natural Language Processing Basics
  • AI Use Cases in Business Analytics
  • Ethical and Legal Considerations in AI
  • Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning
  • Regression and Classification Techniques
  • Clustering (K-Means, Hierarchical Clustering)
  • Feature Engineering and Dimensionality Reduction
  • Model Evaluation: Accuracy, Precision, Recall, F1-Score
  • Advanced ML Techniques: Ensemble Models (Random Forest, Gradient Boosting)
  • Introduction to AWS Cloud Services
  • Setting Up AWS Instances and Storage (S3, EC2)
  • Deploying ML Models Using AWS Lambda and SageMaker
  • Serverless Architecture Overview
  • Best Practices for Cloud Security and Scalability
  • Introduction to Microsoft Azure Cloud Platform
  • Creating Azure Machine Learning Workspaces
  • Deploying Models on Azure (App Services, Azure ML Studio)
  • Integration with Azure Databases and Storage
  • Managing Azure Resources and Monitoring
  • Basics of Version Control: Concepts and Benefits
  • Git Fundamentals: Commits, Branches, Merging, and Rebase
  • Using GitHub for Collaboration: Pull Requests and Code Reviews
  • Managing Project Releases with Tags
  • Resolving Conflicts and Best Practices in Version Control
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What you'll learn

  • Python Programming for Data Science
  • Cloud Deployment with AWS.
  • Github and Version Control.
  • Advanced Spreadsheet Skills.
  • Python Libraries for Data Science.
  • Machine Learning Techniques..
  • SQL for Data Management.
  • Advanced Machine Learning and AI.
 
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Prerequisites

  • Basic Programming Knowledge: Understanding of programming concepts is recommended.
  • Mathematical Foundations: Familiarity with basic mathematics and statistics concepts.
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Hear From Our Happy Students

Discover why we’re the top choice! Dive into our reviews and see why students love us. Join us today and experience excellence firsthand!

Explore Our Student Testimonials

Anamika Gupta
Anamika Gupta
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I've always been fascinated by data and its potential to drive meaningful insights. Cambridge Infotech's Data Science course provided me with the perfect platform to turn that fascination into expertise. The curriculum was comprehensive, covering everything from statistical analysis to machine learning algorithms. What sets this course apart is its emphasis on practical skills development. The projects were challenging yet rewarding, and the support from the instructors was invaluable. I highly recommend this course to anyone looking to kickstart their career in data science.
Priya Patel
Priya Patel
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Transitioning from academia to the corporate world can be overwhelming, especially in a field as competitive as data science. Thankfully, Cambridge Infotech's Data Science course provided me with the necessary skills and support to make a smooth transition. The curriculum was well-structured, and the instructors were not only knowledgeable but also passionate about the subject. The hands-on approach helped me gain confidence in my abilities, and the career support services were instrumental in landing me a job in the industry. I'm grateful for the experience and would highly recommend this course to aspiring data scientists.
Ramesh Kumar
Ramesh Kumar
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Having tried various online courses in data science, I was skeptical about enrolling in another one. However, Cambridge Infotech's Data Science course exceeded all my expectations. The in-person classes fostered a collaborative learning environment, allowing for meaningful interactions with both instructors and peers. The course content was up-to-date and relevant, covering the latest tools and techniques in data science. What I appreciated most was the emphasis on practical application, which helped solidify my understanding of the concepts. I'm now equipped with the skills and knowledge to pursue a successful career in data science, all thanks to this exceptional course."
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Frequently Asked Questions

Got questions? We’ve got answers! Explore our FAQ section to find solutions to common queries. Dive in now! 

Our course is ranked among the top 10 Data Science course in Bangalore due to our expert instructors, modern facilities, and tailored curriculum that focuses enhance analytical skills.

Yes, Our instructors, with deep expertise in data science, offer unparalleled guidance, making our Data Science course in Bangalore a top choice for aspiring professionals seeking comprehensive learning and practical skills development.

The course typically spans 155 hours with flexible scheduling options.

Yes, successful completion of the course earns you a certificate from our institute, widely recognized as the best Data Science training institute in Bangalore.

Yes, flexibility is part of our commitment to accommodating student needs, making us a leader among the best Data Science course in Bangalore.

We focus on interactive and immersive learning experiences, supported by state-of-the-art learning resources and experienced educators.

Yes, prospective students can attend a trial class to experience our teaching style and learning environment firsthand.

All necessary materials are provided as part of the course fee. You may receive textbooks, online resources, and access to our extensive language labs.

Registration can be completed online on our website or by visiting our institute in person.

In the Master Program in Data Science Training in Bangalore, you will learn SQL for Data Management, Python libraries for Data Science, Cloud Deployment with AWS, Cloud Deployment with Azure.

Master Program in Data Science Course Corporate Training

Join our Corporate Master Program in Data Science Course to enhance skills and elevate professional effectiveness. Benefit from EMI Options and Placement Assistance.

Upcoming Batch - Master in Data Science Course

Join next batch and kickstart your journey. Elevate your communication skills and unlock endless opportunities. Benefit from flexible EMI options and placement support. Enroll now!

02/01/2025

Mon (Mon-Fri)

WEEKDAYS BATCH

10:00 am (IST)

(Class 1hr - 1:30Hrs)/Per Session

09/01/2025

Mon (Mon-Fri)

WEEKDAYS BATCH

10:00 am (IST)

(Class 1hr - 1:30Hrs)/Per Session

11/01/2025

Saturday

WEEKEND BATCH

10:00 am (IST)

(Class 4hrs)/Per Session

Master in Data Science Course Completion Certificate

A globally recognized certificate does just that, signaling to potential employers that you are equipped with essential skills for effective communication.

Here are a few reasons why our institute in Bangalore stands out:

  • Effective Learning: Our Course provides practical, hands-on learning experiences to ensure that theory is always complemented by practice.
  • Global Recognition: The course certification you earn enables you to communicate confidently and effectively, opening doors to opportunities worldwide.
  • Community and Support: By joining our course, you become part of a supportive community that encourages and motivates each other to improve their language skills.

Choosing where to enhance your skills in Bangalore is a significant decision. Our institute offers comprehensive 

Cambridge Infotech Course Completion Certificate

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