Data Science Training by Experts

;

Our Training Process

Data Science - Syllabus, Fees & Duration

MODULE 1

  • The Data Science Process
  • Apply the CRISP-DM process to business applications
  • Wrangle, explore, and analyze a dataset
  • Apply machine learning for prediction
  • Apply statistics for descriptive and inferential understanding
  • Draw conclusions that motivate others to act on your results

MODULE 2

  • Communicating with Stakeholders
  • Implement best practices in sharing your code and written summaries
  • Learn what makes a great data science blog
  • Learn how to create your ideas with the data science community

MODULE 3

  • Software Engineering Practices
  • Write clean, modular, and well-documented code
  • Refactor code for efficiency
  • Create unit tests to test programs
  • Write useful programs in multiple scripts
  • Track actions and results of processes with logging
  • Conduct and receive code reviews

MODULE 4

  • Object Oriented Programming
  • Understand when to use object oriented programming
  • Build and use classes
  • Understand magic methods
  • Write programs that include multiple classes, and follow good code structure
  • Learn how large, modular Python packages, such as pandas and scikit-learn, use object oriented programming
  • Portfolio Exercise: Build your own Python package

MODULE 5

  • Web Development
  • Learn about the components of a web app
  • Build a web application that uses Flask, Plotly, and the Bootstrap framework
  • Portfolio Exercise: Build a data dashboard using a dataset of your choice and deploy it to a web application

MODULE 6

  • ETL Pipelines
  • Understand what ETL pipelines are
  • Access and combine data from CSV, JSON, logs, APIs, and databases
  • Standardize encodings and columns
  • Normalize data and create dummy variables
  • Handle outliers, missing values, and duplicated data
  • Engineer new features by running calculations • Build a SQLite database to store cleaned data

MODULE 7

  • Natural Language Processing
  • Prepare text data for analysis with tokenization, lemmatization, and removing stop words
  • Use scikit-learn to transform and vectorize text data
  • Build features with bag of words and tf-idf
  • Extract features with tools such as named entity recognition and part of speech tagging
  • Build an NLP model to perform sentiment analysis

MODULE 8

  • Machine Learning Pipelines
  • Understand the advantages of using machine learning pipelines to streamline the data preparation and modeling process
  • Chain data transformations and an estimator with scikit learns Pipeline
  • Use feature unions to perform steps in parallel and create more complex workflows
  • Grid search over pipeline to optimize parameters for entire workflow
  • Complete a case study to build a full machine learning pipeline that prepares data and creates a model for a dataset

MODULE 9

  • Experiment Design
  • Understand how to set up an experiment, and the ideas associated with experiments vs. observational studies
  • Defining control and test conditions
  • Choosing control and testing groups

MODULE 10

  • Statistical Concerns of Experimentation
  • Applications of statistics in the real world
  • Establishing key metrics
  • SMART experiments: Specific, Measurable, Actionable, Realistic, Timely

MODULE 11

  • A/B Testing
  • How it works and its limitations
  • Sources of Bias: Novelty and Recency Effects
  • Multiple Comparison Techniques (FDR, Bonferroni, Tukey)
  • Portfolio Exercise: Using a technical screener from Starbucks to analyze the results of an experiment and write up your findings

MODULE 12

  • Introduction to Recommendation Engines
  • Distinguish between common techniques for creating recommendation engines including knowledge based, content based, and collaborative filtering based methods.
  • Implement each of these techniques in python.
  • List business goals associated with recommendation engines, and be able to recognize which of these goals are most easily met with existing recommendation techniques.

MODULE 13

  • Matrix Factorization for Recommendations
  • Understand the pitfalls of traditional methods and pitfalls of measuring the influence of recommendation engines under traditional regression and classification techniques.
  • Create recommendation engines using matrix factorization and FunkSVD
  • Interpret the results of matrix factorization to better understand latent features of customer data
  • Determine common pitfalls of recommendation engines like the cold start problem and difficulties associated with usual tactics for assessing the effectiveness of recommendation engines using usual techniques, and potential solutions.

Download Syllabus - Data Science
This syllabus is not final and can be customized as per needs/updates
 
10000+
20+
50+
25+

Data Science Jobs in Guntur

Enjoy the demand

Find jobs related to Data Science in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Guntur, chennai and europe countries. You can find many jobs for freshers related to the job positions in Guntur.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • ML Engineer
  • Computer Vision Engineer

Data Science Internship/Course Details

Data Science internship jobs in Guntur
Data Science This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Experts provide immersive online instructor-led seminars. Cleaning and validating data to ensure that it is accurate and consistent. Creative thinking, problem-solving skills, curiosity, and a drive to learn about and investigate industry trends and development, as well as teamwork, are among the soft skills required by data scientists. A Data Scientist is a highly skilled someone with advanced mathematical, statistical, scientific, analytical, and technical abilities who can prepare, clean, and validate organized and unstructured data for industries to utilize in making better decisions. Effectively analyze both organized and unstructured data Create strategies to address company issues. Identify and collect data from data sources. . To find trends and patterns, use algorithms and modules.

Meet a Few of our Industry Experts 🚀 Your Pathway to IT Career

M

Mobile: +91 98474 90866
Location: Gujarat, Online (Guntur)
Qualification: BE

Experience: python programming Django linux html |   more..

AYSHA

Mobile: +91 8301010866
Location: Karnataka, Online (Guntur)
Qualification: B.E (CIVIL ENGINEERING)

Experience: Experienced AutoCAD Detailer with a focus on modular building systems (MBS) projects Skilled in creating detailed technical drawings and plans  more..

chandni

Mobile: +91 91884 77559
Location: Gujarat, Online (Guntur)
Qualification: BCA

Experience: python Django MySQL git oops bitbucket  more..

Dipto

Mobile: +91 8301010866
Location: West Bengal, Online (Guntur)
Qualification: B.Tech

Experience: Collaborated with development and operations teams to design and deploy applications on AWS infrastructure  Managed and optimized AWS services  more..

Aarushi

Mobile: +91 9895490866
Location: Himachal Pradesh, Online (Guntur)
Qualification: 12th

Experience: Proficient in Python Java C C++ HTML CSS and Linux Experienced in developing AI models implementing cybersecurity protocols and solving  more..

Bhutiya

Mobile: +91 91884 77559
Location: gujrat, Online (Guntur)
Qualification: B.E

Experience: Detail Oriented and self-driven NET Developer with 6 4 years of experience with a proven track record of success in  more..

Kalaivani

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Guntur)
Qualification: mca

Experience: I am writing to express my strong interest in the Python Development at NESTSOFT With a proven track record in  more..

Renuka

Mobile: +91 9895490866
Location: Karnataka, Online (Guntur)
Qualification: Msc(COMPUTER SCIENCE)

Experience: Programming languages C c++ java python html web dbms Experience in teaching at degree level for programming languages   more..

Antra

Mobile: +91 89210 61945
Location: London , Online (Guntur)
Qualification: MSc in Big Data Science from Queen Mary University of London

Experience: python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning Artificial Intelligence  more..

Sumit

Mobile: +91 98474 90866
Location: West Bengal, Online (Guntur)
Qualification: B.Tech in CSE

Experience: • Developed and maintained automated test scripts using Selenium WebDriver and other testing frameworks to validate functionality performance and security  more..

Arvind

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Guntur)
Qualification: 12th pass & pursuing BBA online degree from Uttaranchal university

Experience: I work in GRD institute of management and technology college Rajpur dehradun i design - Social media posts banner brouchers  more..

Pratiksha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Guntur)
Qualification: Bachelor of Computer Science

Experience: I hope this email finds you well I am writing to express my interest in the NET Developer position at  more..

Surendrakumar

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Guntur)
Qualification: B.E

Experience: • Implemented and managed Jenkins pipelines for continuous integration and continuous deployment streamlining the software delivery process • Improved code  more..

Prajwal

Mobile: +91 91884 77559
Location: Maharashtra, Online (Guntur)
Qualification: M.Sc(Computer Science)

Experience: 1 year of experience as backend developer in python django rest framework  more..

Aradhana

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Guntur)
Qualification: BTech

Experience: I have experience in software developer role and manual testing SQL Java   more..

larans

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Guntur)
Qualification: Bsc computer science

Experience: A Python full stack developer with two year of experience is likely to have gained a solid foundation in Python  more..

Roshni

Mobile: +91 91884 77559
Location: Maharashtra, Online (Guntur)
Qualification: MCA

Experience: A highly motivated self-starter with 10 years of teaching experience for IGCSE Well versed in all aspect of conducting IGCSE  more..

vikas

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Guntur)
Qualification: Master degree

Experience: Customizing and configuring Odoo modules to meet client requirements Developing and implemeting new odoo modules providing technicel support and troubleshooting  more..

Javed

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Guntur)
Qualification: B.E.

Experience: I have 4 year frontend language experience and also react native experience and currently I have build one mobile app  more..

Peta

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Guntur)
Qualification: BSC COMPUTER science

Experience: Java selenium mobile testing api testing system testing bug report writing test cases I have 2 years experience in manual  more..

Arun

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Guntur)
Qualification: Bsc computer science

Experience: I worked as an intern at clovion tech solutions pvt ltd for 6 months as a full stack developer   more..

Abhisarsoni

Mobile: +91 91884 77559
Location: Punjab, Online (Guntur)
Qualification: MCA

Experience: Here’s a skills and experience list based on your background: Skills & Experience: Languages: Python JavaScript (ES6) Frameworks: Django Django  more..

Nilani

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Guntur)
Qualification: BCA, M-Tech

Experience: Java selenium manual testing python regression testing end to end testing jira test case writing bug identify  more..

Pawan

Mobile: +91 98474 90866
Location: Maharashtra, Online (Guntur)
Qualification: B.E in EXTC

Experience: Manual testing and basic Automation testing |   more..

Md

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Guntur)
Qualification: Bachelor of Technology

Experience: I possess a diverse skill set and extensive experience in various areas of IT and DevOps My technical expertise includes  more..

Anusha

Mobile: +91 89210 61945
Location: Karnataka, Online (Guntur)
Qualification: B.Arch

Experience: As an architect with three years of experience I possess advanced proficiency in a range of software essential for the  more..

rajat

Mobile: +91 9446600368
Location: Himachal Pradesh, Online (Guntur)
Qualification: Bachelor in English

Experience: I have experience of 1 month in Nullclass And i have done some projects in tryhackme also I know some  more..

Prakash

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Guntur)
Qualification: Graduation

Experience: I have knowledge of python and basic knowledge of DBMS As I'm a freshers so I don't have any work  more..

Isha

Mobile: +91 8301010866
Location: Chandigarh, Online (Guntur)
Qualification: Bachelors of science in medical stream

Experience: I have trained 2000+ individuals for their ielts examination in both general and academics categories Not only this i hold  more..

Farah

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Guntur)
Qualification: MA(ECONOMICS)

Experience: I am proficient in MS-EXCEL MS POWERPOINT MS WORD SHEETS as well as SQL and python   more..

Megha

Mobile: +91 9895490866
Location: . Kerala , Online (Guntur)
Qualification: Bca graduate

Experience: Worked as front end and back end developer for three months in techciti software consulting private limited company as a  more..

sirisha

Mobile: +91 8301010866
Location: makkenavaripalem, Online (Guntur)
Qualification: b.tech(IT)

Experience: python c html  more..

Md

Mobile: +91 91884 77559
Location: Telangana, Online (Guntur)
Qualification: Masters

Experience: I have very good communication skills both written and verbal I am good team player and very co operative I  more..

Vikas

Mobile: +91 8301010866
Location: Karnataka, Online (Guntur)
Qualification: MCA

Experience: Dart programming Widget-based UI design Custom widget creation State management (Provider Riverpod Bloc Cubit GetX) Animation frameworks (Hero Implicit Custom  more..

Jagadeesh

Mobile: +91 91884 77559
Location: Salem, Online (Guntur)
Qualification: BE(ECE)

Experience: CCNA networking AWS Cloud DevOps GitHub pycharms troubleshooting create ec2 instances and server push operationsApplication for System Administration Server Admin  more..

Sakshi

Mobile: +91 91884 77559
Location: Gujarat, Online (Guntur)
Qualification: Post graduation

Experience: Manual testing Postman 4 month internship experience  more..

Vivek

Mobile: +91 8301010866
Location: Kerala, Online (Guntur)
Qualification: Bachelor's degree

Experience: Creativity: The ability to come up with new ideas and use them to solve problems or communicate with others Communication:  more..

Simpal

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Guntur)
Qualification: Education

Experience: Flutter Framework Dart Language UI UX Design Dart Flutter GitHub Responsive Design firebase git Dart is a general-purpose programming language  more..

Nitish

Mobile: +91 98474 90866
Location: Himachal Pradesh, Online (Guntur)
Qualification: B.Tech

Experience: Penetration testing VAPT Networking python |   more..

Jasjot

Mobile: +91 89210 61945
Location: Ludhiana, Online (Guntur)
Qualification: Bca

Experience: Experience -- 1 7 Skills -- html css javascript bootstrap photoshop wordpress Domain purchase and server handling  more..

Om

Mobile: +91 91884 77559
Location: Maharashtra, Online (Guntur)
Qualification: Bachelor of computer application

Experience: Vulnerability assessments Penetration testing  more..

Surendran

Mobile: +91 9895490866
Location: Ooty, tamilnadu, Online (Guntur)
Qualification: BCA

Experience: Software testing training completed | Resume for   more..

Jaykishan

Mobile: +91 91884 77559
Location: Gujarat, Online (Guntur)
Qualification: Diploma computer engineering

Experience: I have make project in php Java MySQL development  more..

Akanksha

Mobile: +91 9446600368
Location: Maharashtra, Online (Guntur)
Qualification: Bsc,PGDM

Experience: I m fresher canditate I m good in SQL python power bi   more..

Silpa

Mobile: +91 89210 61945
Location: Kerala, Online (Guntur)
Qualification: BCA

Experience: Completed python internship 1 year experience in telesales and 1 year experience in customer support  more..

Naveen

Mobile: +91 89210 61945
Location: Bihar, Online (Guntur)
Qualification: B Tech

Experience: Hardware and networking printer troubleshooting software and server installation  more..

Pavan

Mobile: +91 91884 77559
Location: Gujarat, Online (Guntur)
Qualification: B.E.

Experience: I have 2 years of experience at TCS My expertise in penetration testing microsegmentation network security etc for further information  more..

ARUN

Mobile: +91 8301010866
Location: Karnataka, Online (Guntur)
Qualification: MTech in Computer Science

Experience: As a Mobile App Developer with over eight years of experience I have had the opportunity to work on a  more..

Yuvan

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Guntur)
Qualification: Bsc (IT)

Experience: Java programing Selenium Testng maven cucumber customized framework Manual testing Git and github Eclipse VS code |   more..

Divyani

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Guntur)
Qualification: B.Tech

Experience: Java python Html CSS Javascript SQL PLSQL   more..

Nitish

Mobile: +91 89210 61945
Location: Uttarakhand, Online (Guntur)
Qualification: B.Tech

Experience: I have a deep understanding of mathematical concepts across various topics and grade levels I have the ability to effectively  more..

Tanushri

Mobile: +91 9895490866
Location: Karnataka, Online (Guntur)
Qualification: BCA

Experience: Manual Testing Create good quality test cases using the use case Supervise and report on the test executions Review new  more..

Shaik

Mobile: +91 8301010866
Location: Karnataka, Online (Guntur)
Qualification: BCA

Experience: I have 6 years experience in networking Router switch configuration IT support |   more..

Yash

Mobile: +91 9446600368
Location: Pune, Online (Guntur)
Qualification: Bachelor's in engineering

Experience: Manual Testing Automation Testing Selenium with Java Katalon Studio Test cases creation Somke testing Regression testing SDLC STLC Application for  more..

Omprakash

Mobile: +91 89210 61945
Location: Bangalore, Online (Guntur)
Qualification: Btech in Mechanical

Experience: 9 plus years of experience in seo smo ppc  more..

Alladi

Mobile: +91 89210 61945
Location: Telangana, Online (Guntur)
Qualification: B. Tech

Experience: Languages :java python html Experiences:Fresher no experience  more..

Nitu

Mobile: +91 8301010866
Location: Gujarat, Online (Guntur)
Qualification: Bsc.IT

Experience: Knowledge about automation testing manual testing and database testing I have good knowledge about software development life cycle and software  more..

amal

Mobile: +91 9895490866
Location: kannur, Online (Guntur)
Qualification: BCA

Experience: Reasoning ability html python Teamplayer  more..

Hansika

Mobile: +91 91884 77559
Location: Delhi, Online (Guntur)
Qualification: Bca

Experience: Skills - c c++ python HTML Experience - No  more..

Chandrakant

Mobile: +91 9895490866
Location: Rajkot, Gujarat, Online (Guntur)
Qualification: BE in computer engineering

Experience: I have working experience in flutter at xpertnest I have total 1 4 year of experience in flutter Skills -  more..

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

Photos of Training / Internships

Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur
Internship/projects in guntur

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer