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 This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Exercises, tasks, and projects that are completed in real-time 24 hours a day, 7 days a week, A large network of like-minded newbies, an industry-recognized intellipaat credential, and individualized employment support Several data scientist responsibilities are listed below. Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. You'll have a personal mentor who will keep track of your development. 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. 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. . Cleaning and validating data to ensure that it is accurate and consistent. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science.

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

Ritubrata

Mobile: +91 9895490866
Location: Kolkata , Online (Baltimore)
Qualification: Graduate

Experience: After effects premiere pro photoshop illustrator audition Motion graphics artist and also vector graphics designing Graphic design   more..

Shalini

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Baltimore)
Qualification: BSC

Experience: Senior UI Visual designer with 15+ years of significant industry experience I have a strong track record of managing all  more..

Rushin

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

Experience: I have 2 years of experience in manual testing I have worked on different types of testing like Regression testing  more..

Naveenkumar

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Baltimore)
Qualification: BCA

Experience: I am software developer with 2 years of experience at Imagecon India Pvt Ltd For the last 2 years I  more..

Mariyadasu

Mobile: +91 91884 77559
Location: Telangana, Online (Baltimore)
Qualification: B.Tech

Experience: Manual testing create bug reports create test scenarios and test cases core java Automation selenium and API postman tool Jira  more..

Arpita

Mobile: +91 98474 90866
Location: Gujarat, Online (Baltimore)
Qualification: be ec engineer with ui ux extra course

Experience: i have a 2 years experience in graphics design  more..

Thupakula

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Baltimore)
Qualification: Btech

Experience: My skills are Testing software Java script python programming google Docs excel sheet works and I recently worked at banao  more..

Eswar

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

Experience: Experience with web application and network penetration testing I've experience with bug bounty as well I've 2 years of work  more..

Ankit

Mobile: +91 89210 61945
Location: Bihar, Online (Baltimore)
Qualification: IA

Experience: With 4 Year of Design experience and 1 year of Work experience I can show my expertise in your projects  more..

Monika

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

Experience: Both Manual and automation testing |   more..

Kajol

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Baltimore)
Qualification: BSc

Experience: I have 8 years of experience in teaching students for both school exams as well as competitive exams I have  more..

Rishi

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

Experience: 6 months industrial training in python from sikiiva innovation chandigarh and knowledge of CSS and HTML and javascript |   more..

Chandana

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

Experience: I'm currently working as a flutter developer and I have 3 years of experience   more..

Nidhinlal

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

Experience: i am frontend developer technology using Flutter and Next js i am 2 years of experience in flutter my key  more..

Anuja

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

Experience: I have python language as skills and power bi as tool skills in python I learn matplot seaborn numpy and  more..

Chandan

Mobile: +91 9446600368
Location: Bangalore, Online (Baltimore)
Qualification: BE

Experience: python css HTML Django SQLApplication for Python Django  more..

Vipin

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Baltimore)
Qualification: B Tech

Experience: MS office and Excel Manual testing automation Testing database Testing  more..

Keshwam

Mobile: +91 9446600368
Location: Maharashtra, Online (Baltimore)
Qualification: Bachelors in computer sciences

Experience: I possess a diverse skill set in both frontend and backend development My languages include HTML CSS JavaScript Rust Python  more..

Alfia

Mobile: +91 9895490866
Location: Kerala, Online (Baltimore)
Qualification: Bcom computer application

Experience: Computer knowledge software testing ms word excel powerpoint self motivated active listening quickly learning team work accounting manual testing automation  more..

mukul

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

Experience: i have 1 year of experience as a Python developer my proficient in Python MySQL Django git and basic knowledge  more..

Sanjay

Mobile: +91 8301010866
Location: Delhi, Online (Baltimore)
Qualification: Bachelor of arts

Experience: I've been working on graphic design more than 5 years and specializing Excel in photo retouch editing background removal for  more..

REHAN

Mobile: +91 91884 77559
Location: Chhattisgarh, Online (Baltimore)
Qualification: currently pursuing 12th

Experience: As a graphic designer with 2 years of experience I specialize in creating visually compelling designs for various media My  more..

Priyank

Mobile: +91 9895490866
Location: Gujarat, Online (Baltimore)
Qualification: Bachelor Degree

Experience: Expertise in design software such as Adobe Creative Suite (Photoshop Illustrator InDesign) Corel draw Filmora tools Knowledge of print processes  more..

Rajat

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

Experience: I am having more than 3 years of experience in applications development and had published 10+apps on PlayStore   more..

Sameer

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

Experience: I have extensive experience as a Dot Net Full Stack Developer and Asp Net MVC Dot Net Core and API  more..

Deepak

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

Experience: I have 1 4 year experience (manual testing) in GBH technology indore I have good knowledge of functional testing non  more..

Afna

Mobile: +91 91884 77559
Location: Malappuram , Online (Baltimore)
Qualification: B.Tech

Experience: Electronics and Communication engineering graduate(2020 passout) and completed 4 months Python training(full stack developer) Application for Python Django  more..

Pragati

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

Experience: I was associated with Janoi debi Vocational centre later i joined as a trainer cum developer in Bajaj Allianz life  more..

Shubhangi

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

Experience: I have 6 years experience in graphic designing I work in Corel draw illustrator photoshop InDesign softwares I can design  more..

Naveen

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Baltimore)
Qualification: BE - COMPUTER SCIENCE AND ENGINEERING

Experience: Automation testing manual testing python selenium jira git performance testing database testing  more..

SALIHA

Mobile: +91 91884 77559
Location: Kerala, Online (Baltimore)
Qualification: Btech Computer Science

Experience: With 4 years of experience as a Software Trainer I have honed my skills in a wide array of programming  more..

Ashish

Mobile: +91 91884 77559
Location: kanpur, Online (Baltimore)
Qualification: BSc in Physics

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

Arthy

Mobile: +91 9895490866
Location: Madurai , Online (Baltimore)
Qualification: BE

Experience: Having exp in manual testing doing course n internship in automation selenium   more..

Ankush

Mobile: +91 9446600368
Location: Maharashtra, Online (Baltimore)
Qualification: Bachelor's

Experience: • Python • Django • Django Rest Framework • Javascript • SQL • MySQL • HTML5 CSS3 • React •  more..

Aditya

Mobile: +91 91884 77559
Location: Haryana, Online (Baltimore)
Qualification: Bachelor

Experience: Skills list 1)Os knowledge 2) Penetration testing 3) Ethical hacking 4)Web development 5) Advance Java 6)Excel 7) Communication skills 8)  more..

dharini

Mobile: +91 98474 90866
Location: Maharashtra, Online (Baltimore)
Qualification: b.des

Experience: experience - 2 years skills - ux design visual design information architecture figma prototyping wireframes user personas user experience  more..

Dharshini

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Baltimore)
Qualification: B.E CSE

Experience: I am confident that my dedication to continuous learning coupled with my technical expertise aligns well with the innovative and  more..

Aniket

Mobile: +91 91884 77559
Location: Maharashtra, Online (Baltimore)
Qualification: B.Tech - Electronics & Telecommunication Engineering

Experience: core java selenium testNG Jmeter performance testing manual testing automation testing Defect reports testcase anylysis  more..

Prabuddha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Baltimore)
Qualification: Diploma in Computer science and engineering

Experience: 1 Masters in Full stack Web development 2 SQL 3 Django 4 HTML 5 CSS 6 Bootstrap  more..

Haseen

Mobile: +91 9446600368
Location: Kollam, Online (Baltimore)
Qualification: Btech in applied electronics and instrumentation

Experience: Software testing   more..

Nishigandha

Mobile: +91 9446600368
Location: Karnataka, Online (Baltimore)
Qualification: Mtech

Experience: I came across your job opening manual Testing(QA) I would like to apply for the same I believe that I  more..

PAILA

Mobile: +91 98474 90866
Location: Visakhapatnam, Online (Baltimore)
Qualification: M TECH

Experience: Sql Manual testing | Resume for   more..

Tejaschand

Mobile: +91 9895490866
Location: hosadurga, Online (Baltimore)
Qualification: Be

Experience: c python  more..

preethy

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

Experience: software testing in manual and automation testing   more..

Lavanya

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Baltimore)
Qualification: BCA

Experience: web design MySQL mongodb django python bootstrap |   more..

Aquib

Mobile: +91 89210 61945
Location: Maharashtra, Online (Baltimore)
Qualification: BSC in computer

Experience: This is Aquib Saudagar I am a flutter developer with 3yr+ experience crafting end to end flutter app with best  more..

Nikulsinh

Mobile: +91 8301010866
Location: Gujarat, Online (Baltimore)
Qualification: Msc IT

Experience: Have worked for 1 5 years in a firm from home during my masters Then did a 4 month internship  more..

Syed

Mobile: +91 91884 77559
Location: Telangana, Online (Baltimore)
Qualification: B.com

Experience: Experience in Windows NT 2000 & 2003 to 2008 2012 Server Administration & Installation Strong knowledge and experience with TCP  more..

Sonu

Mobile: +91 89210 61945
Location: Ernakulam, Online (Baltimore)
Qualification: Graduate

Experience: Worked as intern (react js) in outlogics for 3 months  more..

Sadhique

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

Experience: DevOps | JSpiders Bangalore March 2024 This course provides comprehensive training in DevOps methodologies tools and practices emphasising collaboration between  more..

Kajal

Mobile: +91 89210 61945
Location: Maharashtra, Online (Baltimore)
Qualification: Bsc computer science

Experience: Experience in Adobe experience manager target tool Developing campaigns using javascript html css Knowledge of python linux Tools like Metasploit  more..

Smitha

Mobile: +91 98474 90866
Location: Kochi, Online (Baltimore)
Qualification: B.E

Experience: Manual testing - 2 5 yrs  more..

PAVIZHAM

Mobile: +91 98474 90866
Location: Ernakulam, Online (Baltimore)
Qualification: B.tech

Experience: Completed b tech in Electronics and Communication Engineering passed out in 2020 Also cracked 6month course in python Currently doing  more..

SHIJIL

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

Experience: Flutter developer with more than 3 year experience  more..

Pratik

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

Experience: Penetration testing cybersecurity analysis and ethical hacking expertise with a focus on web application database system and network testing Extensive  more..

Sarala

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Baltimore)
Qualification: M Com

Experience: Manual Testing - Advance Regression Testing - Advance Jira - Advance Selenium IDE - Beginner Automation testing - Beginner  more..

Geethaa

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

Experience: I trained professionals in various programming languages such as C C++ Java and Android I completed a full VPN application  more..

Ridham

Mobile: +91 91884 77559
Location: Gujarat, Online (Baltimore)
Qualification: B.Tech

Experience: About Me Hi I'm Ridham Gajera I have extensive experience in back-end development and AI and I love working on  more..

Aman

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

Experience: C# asp net MVC SQL server windows form wab forms api LINQ web socket json XML html jQuery multitasking andanaging  more..

kamal

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

Experience: I have knowledge of test cases unit testing performance testing integration testing system testing regression testing sdlc stlc software testing  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