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 Baltimore

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 Baltimore, chennai and europe countries. You can find many jobs for freshers related to the job positions in Baltimore.

  • 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 Baltimore
Data Science There are numerous reasons why you should take this course. Experts provide immersive online instructor-led seminars. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Baltimore. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. 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. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. Create data strategies with the help of team members and leaders. To find trends and patterns, use algorithms and modules. You'll have a personal mentor who will keep track of your development.

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

Meenakshi

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Baltimore)
Qualification: M.A.,B.Ed in Tamil

Experience: Proficient in delivering effective lessons across various subjects and grade levels Experienced in managing diverse student populations catering to individual  more..

Vanshika

Mobile: +91 9895490866
Location: Bareilly , Online (Baltimore)
Qualification: 10 pass

Experience: I am a self taught Canva graphic designer with some amazing content writing skills I have beed working on canva  more..

Krishnendu

Mobile: +91 9446600368
Location: Kerala, Online (Baltimore)
Qualification: Graduate

Experience: Adobe creative suite Graphic design UI design  more..

Aashika

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Baltimore)
Qualification: BSC Computer Science

Experience: ### Skills 1 Technical Skills: - Programming Languages: Basic proficiency in JavaScript HTML CSS - Frontend Technologies: Familiar with Visual  more..

Haritha

Mobile: +91 91884 77559
Location: Kerala, Online (Baltimore)
Qualification: Phd(Pursuing), MCA

Experience: 5+ years of research experience working with Machine Learning Deep Learning and Big Data Tools python data science artificial intelligence  more..

kiran

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Baltimore)
Qualification: Btech

Experience: python Java C html and css  more..

Rhydham

Mobile: +91 91884 77559
Location: Gujarat, Online (Baltimore)
Qualification: Android Developer

Experience: Hello dear sir mam I'm Rhydham Prajapati an experienced 2 years+ Android Developer with a passion for creating innovative and  more..

Divya

Mobile: +91 89210 61945
Location: Karnataka, Online (Baltimore)
Qualification: Diploma

Experience: Hi Sir Mam Divya here I Am interested in software testing job In 2023 I completed a full stack software  more..

BARSHANA

Mobile: +91 91884 77559
Location: Kerala, Online (Baltimore)
Qualification: Msc

Experience: 1 Teaching: Experienced in delivering engaging lessons and fostering a positive learning environment 2 Curriculum Development: Skilled in designing and  more..

Jahid

Mobile: +91 98474 90866
Location: Hyderabad , Online (Baltimore)
Qualification: Btech

Experience: Manual testing HTML&CSS Basic of python  more..

Jaya

Mobile: +91 8301010866
Location: Maharashtra, Online (Baltimore)
Qualification: BE

Experience: Hello I am interested in applying for the Quality Analyst opportunity at your organization Please find attached resume With 2+  more..

Sonal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Baltimore)
Qualification: BE

Experience: Experience: 1 yr I like to take responsibility for delivering a product with high quality I am reading requirements user  more..

Shalini

Mobile: +91 89210 61945
Location: Delhi, Online (Baltimore)
Qualification: Engineering 2 year college student

Experience: Well knowledge of Adobe Photoshop Adobe XD Adobe in design  more..

Hasna

Mobile: +91 9895490866
Location: India , Online (Baltimore)
Qualification: BTech CSE

Experience: I have worked as an IT Executive Iam very familiar with the programming languages C Java Python and HTML   more..

Nihaal

Mobile: +91 8301010866
Location: Maharashtra, Online (Baltimore)
Qualification: 3rd yr AI&DS undergard

Experience: Hello I am a 3rd year AIDS undergrad who is proficient in programming languages like Java Python and in development  more..

tannu

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Baltimore)
Qualification: b.tech

Experience: python flask aws Linux sql  more..

Saleem

Mobile: +91 91884 77559
Location: kochi, Online (Baltimore)
Qualification: B.E

Experience: 1 year industrial experience as SDE 3 projects done in python django Application for Python Django  more..

Osakwe

Mobile: +91 9895490866
Location: Chennai , Online (Baltimore)
Qualification: MSC Information technology

Experience: Dear Sir Madam I have successfully done an Internship in content writing and I am well equipped with numerous IT  more..

Siddiqui

Mobile: +91 9446600368
Location: Maharashtra, Online (Baltimore)
Qualification: Diploma in ux ui

Experience: 10 year's of experience in editing images and graphic design and all softwares |   more..

Akshaya

Mobile: +91 98474 90866
Location: Telangana, Online (Baltimore)
Qualification: Pursuing BTech

Experience: I have done internships in Frontend development Data visualization AWS Cloud computing and projects like buliding Web pages AI chatbot  more..

Abhishek

Mobile: +91 89210 61945
Location: banglore, Online (Baltimore)
Qualification: BE

Experience: Manual testing performance testing Smoke testing Detect Tracking Test cases SQL Database Core java Selenium Application for Software Testing  more..

Swati

Mobile: +91 8301010866
Location: Maharashtra, Online (Baltimore)
Qualification: BE -IT

Experience: Asp net - 8 years Asp net MVC-7 years sql -8 years oracle -5 years  more..

Priya

Mobile: +91 9446600368
Location: Himachal Pradesh, Online (Baltimore)
Qualification: MCA

Experience: Detail-oriented and results-driven Software Tester with a strong background in problem-solving keen attention to detail and a deep commitment to  more..

Febin

Mobile: +91 91884 77559
Location: Kollam, Online (Baltimore)
Qualification: Bsc.Computer Science

Experience: Django python html css javascript phpApplication for Python Django  more..

Shimja

Mobile: +91 89210 61945
Location: Kerala, Online (Baltimore)
Qualification: MCA

Experience: I am dedicated and highly motivated MCA graduate with a strong foundation in computer science principles and practical application Skilled  more..

Krishnapal

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Baltimore)
Qualification: Mca

Experience: Software testing python postman api testing prompt engineering jira docker jenkins Experienced in software testing and api testing with knowledge  more..

Gitendra

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Baltimore)
Qualification: Pursuing Bachelor of Computer Applications & BS in Data Science and Applications

Experience: Experiences: Android App Development: Developed and maintained Android applications using Jetpack Compose Kotlin and Java Integrated Firebase for user authentication  more..

reshma

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Baltimore)
Qualification: B.Tech

Experience: I have a 2 year experience in Data analyst My skills Problem solving Data visualization Ms office net HTML API  more..

Mohit

Mobile: +91 91884 77559
Location: Maharashtra, Online (Baltimore)
Qualification: MA in Clinical Psychology

Experience: Teaching experience in IGCSE based psychology of more than 2 years in private institute and 2 months in college for  more..

Syed

Mobile: +91 9446600368
Location: Karachi, Online (Baltimore)
Qualification: Bachelors

Experience: I’ve been working as a front-end web developer at BlinkCo Technologies for more than 8 months and now seeking a  more..

Damini

Mobile: +91 91884 77559
Location: Nagpur, Online (Baltimore)
Qualification: Bsc

Experience: Flutter SDK dart c firebase getx state management react ntive   more..

ziyaulla

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

Experience: both manual and automation testing Mobile Application Testing Load and Performance Testing Regression Testing Security Testing Functional Testing E-commerce Testing  more..

Amit

Mobile: +91 98474 90866
Location: Delhi, Online (Baltimore)
Qualification: BCA

Experience: I am currently working as a frontend developer last 2 years | Resume for   more..

Mallika

Mobile: +91 91884 77559
Location: West Bengal, Online (Baltimore)
Qualification: Bachelor in Interior Design

Experience: Experienced interior designer with 5 years of expertise in creating innovative and functional spaces Proficient in AutoCAD SketchUp and Photoshop  more..

Padmavathy

Mobile: +91 8301010866
Location: Karnataka, Online (Baltimore)
Qualification: Mcom

Experience: 15 years of my service was in field of Accounts and finance and during covid I started my career with  more..

Ragini

Mobile: +91 91884 77559
Location: Gujarat, Online (Baltimore)
Qualification: Bachelor in Computer Engineering

Experience: I'm a Web developer I have a 3 year experience in web department  more..

Roshani

Mobile: +91 9446600368
Location: Maharashtra, Online (Baltimore)
Qualification: Post graduation

Experience: An astute professional having 9 months of an experience in Black Box (Manual Testing) that includes Functional NonFunctional UI Testing  more..

Varsha

Mobile: +91 9446600368
Location: Maharashtra, Online (Baltimore)
Qualification: MCA

Experience: I have one year experience in manual testing regression testing functional testing black box testing smoke sanity test good communication  more..

Shobha

Mobile: +91 91884 77559
Location: Punjab, Online (Baltimore)
Qualification: Post graduate

Experience: Social Media Manager ( SMM) graphic design  more..

Ashif

Mobile: +91 9895490866
Location: thrissur, Online (Baltimore)
Qualification: plus 2

Experience: ccna networkingApplication for System Administration Server Admin  more..

Pradeepti

Mobile: +91 9446600368
Location: Telangana, Online (Baltimore)
Qualification: MCA

Experience: Python Django SQL Manual testing HTML Css  more..

Sindoora

Mobile: +91 8301010866
Location: Kerala, Online (Baltimore)
Qualification: MCA

Experience: Skills:python django Web development:html css java script I hold a post graduation in Computer Applications from Kannur University Along with  more..

Ankita

Mobile: +91 91884 77559
Location: Karnataka, Online (Baltimore)
Qualification: mtech

Experience: WebDriver Interface: Demonstrate proficiency in using WebDriver methods for navigation element manipulation and browser interactions Locator Strategies: Highlight expertise in  more..

Aljo

Mobile: +91 98474 90866
Location: Kerala, Online (Baltimore)
Qualification: B-tech

Experience: Python Django React JavaScript HTML CSS SQL CSS Tailwind RESTful APIs Web Development Database Design Git Hi I am Aljo  more..

V.Deepak

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

Experience: Skill-python html css js  more..

Suchita

Mobile: +91 9895490866
Location: Maharashtra, Online (Baltimore)
Qualification: B.E

Experience: Mannual Testing Functional testing End to end testing regression tesing SQL queries core java Selenuim selenuin testng |   more..

Dnyaneshwri

Mobile: +91 9895490866
Location: Pune, Online (Baltimore)
Qualification: Msc(cs) Applier

Experience: Python HTML CSS js django angular Rest API | Resume for   more..

Abhishek

Mobile: +91 9895490866
Location: DELHI, Online (Baltimore)
Qualification: Graduaction

Experience: Dear Sir Ma'am :- I am sending you a copy of my Resume for your consideration I believe that my  more..

Rutuja

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

Experience: Currently I am a fresher with the great knowledge of software testing  more..

Sudha

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Baltimore)
Qualification: B.tech fashion technology

Experience: I am good in programming language like c and c++ programming and having some management skills in my college days  more..

Prashant

Mobile: +91 91884 77559
Location: Rajasthan, Online (Baltimore)
Qualification: Bca 2nd year

Experience: Me is Node js developer work experience is one year almost My first project is e-commerce   more..

sarvesh

Mobile: +91 91884 77559
Location: Delhi, Online (Baltimore)
Qualification: digital marketing certificate

Experience: performance marketing digital marketing seo social media marketing influencer marketing strategy manage  more..

Abhay

Mobile: +91 89210 61945
Location: Delhi, Online (Baltimore)
Qualification: B.Tech in Information Technology and PG diploma in advanced computing

Experience: Test planning requirements analysis client interaction keyword driven test automation framework test scripts defect Tracking jira alm testing on Automotive  more..

Bhavesh

Mobile: +91 8301010866
Location: Nagpur Maharashtra , Online (Baltimore)
Qualification: B.com 2nd year

Experience: Social media marketing fecebook marketing Google add graphic design video editing   more..

Dhanupriya

Mobile: +91 9446600368
Location: Madurai, Online (Baltimore)
Qualification: MCA

Experience: I worked in Python Developer with 1 3 years of hands-on experience creating efficient and scalable web applications Proficient in  more..

Nekkanti

Mobile: +91 9446600368
Location: Karnataka, Online (Baltimore)
Qualification: BE (Engineering Btech final year)

Experience: Iam good at c programming oops and machine learning DBMS basic python Ana i have a good communication skills and  more..

Saniya

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Baltimore)
Qualification: Bachelor's and technology in computer science engineering

Experience: I have completed two internship one in php another in laravel Presently working as a freelancer on django   more..

Paridhi

Mobile: +91 91884 77559
Location: Mumbai, Online (Baltimore)
Qualification: MSC In Information technology

Experience: Power Bi SQL python Excel Machine learning data analysis html css javascript | Resume for   more..

Anil

Mobile: +91 89210 61945
Location: Gujarat, Online (Baltimore)
Qualification: Fine Arts

Experience: Experienced graphic designer looking for a good opportunity eager to contribute my creativity passion for design and strong technical skills  more..

rachamalla

Mobile: +91 9895490866
Location: Telangana, Online (Baltimore)
Qualification: B.Tech

Experience: Adobe Photoshop: Image editing retouching and manipulation Canva: Quick designs and templates for social media and presentations Branding: Logo creation  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 baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore
Internship/projects in baltimore

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer