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 Boston

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

  • 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 Boston
Data Science This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. You'll have a personal mentor who will keep track of your development. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. There are numerous reasons why you should take this course. 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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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. Identify and collect data from data sources. Cleaning and validating data to ensure that it is accurate and consistent. Create data strategies with the help of team members and leaders.

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

Amit

Mobile: +91 89210 61945
Location: Maharashtra, Online (Boston)
Qualification: B.Tech

Experience: Core Java TestNg Selenium Web driver 9 years experience RestAssured API Automation testing 5 years experience Manual Testing 9 years  more..

Shilpitha

Mobile: +91 98474 90866
Location: Karnataka, Online (Boston)
Qualification: BE

Experience: Software Testing professional with 2 years of experience employing manual testing methodologies STLC and TFS tool Adept at meticulously identifying  more..

Tushar

Mobile: +91 8301010866
Location: Kota, Online (Boston)
Qualification: M.design

Experience: I have a masters degree in visual design and i have good knowledge in design principles rules along with whole  more..

Omprakash

Mobile: +91 9446600368
Location: Bangalore, Online (Boston)
Qualification: Btech in Mechanical

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

Akkimi

Mobile: +91 8301010866
Location: Karnataka, Online (Boston)
Qualification: Bsc

Experience: C c++ java python networking sql database  more..

Aravind

Mobile: +91 98474 90866
Location: Kerala, Online (Boston)
Qualification: Bsc Computer science Graduate

Experience: Automation testing Manual testing Basics of java Postman Jira Jmeter knowledge of Sdlc and stlc |   more..

Katyayani

Mobile: +91 8301010866
Location: karnataka, Online (Boston)
Qualification: Bachelor of Engineering

Experience: Microsoft excel PowerPoint word web development Canva Creative design editing  more..

adhin

Mobile: +91 91884 77559
Location: Kerala, Online (Boston)
Qualification: bca

Experience: As a flutter developer in banking domain i worked in various project and state management explored new packages etc  more..

ANIMI

Mobile: +91 9895490866
Location: Andhra Pradesh, Online (Boston)
Qualification: Bachelor's of science in computer science

Experience: I had an basic knowledge of python DBMS HTML MS word and excel I done a project on facial recognition  more..

Mohd

Mobile: +91 98474 90866
Location: Maharashtra, Online (Boston)
Qualification: BscIt

Experience: Dart flutter restapi git mvvm   more..

Parth

Mobile: +91 8301010866
Location: Gujarat, Online (Boston)
Qualification: BTech cse-cs

Experience: Cybersecurity Professional with expertise in threat detection incident response penetration testing and vulnerability assessment with a strong focus on network  more..

Divyansh

Mobile: +91 89210 61945
Location: Haryana, Online (Boston)
Qualification: B.Tech graduate

Experience: I am a passionate software developer who loves keeping up with the latest technology trends My skills include Flutter Dart  more..

sparsh

Mobile: +91 9895490866
Location: Delhi, Online (Boston)
Qualification: BTech in IT

Experience: Have worked with Linux operating system and have relevant experience in ethical hacking familiar with frameworks like metasploit OWASP top  more..

CV

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Boston)
Qualification: B-Tech

Experience: Manual and automation testing API testing  more..

Hiba

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Boston)
Qualification: B.Sc

Experience: I worked at IT company as software developer  more..

Daman

Mobile: +91 9895490866
Location: Amritsar , Online (Boston)
Qualification: BCA

Experience: Html css javascript typescript react nextjs nodejs  more..

Rajat

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

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

Rajkumar

Mobile: +91 89210 61945
Location: Gujarat, Online (Boston)
Qualification: b.a. & pgpm

Experience: I work with Kalavid Design Studio Rajkot my experience work profile is mainly logo design creative work and all types  more..

Bhaskar

Mobile: +91 89210 61945
Location: Assam, Online (Boston)
Qualification: B.Design

Experience: I am a proactive designer with hands-on experience in graphic design and UI UX design I am a reliable competent  more..

Lekshmi

Mobile: +91 8301010866
Location: Kerala, Online (Boston)
Qualification: BTECH

Experience: Throughout my software testing training I have gained a solid foundation in testing methodologies tools and best practices I am  more..

ranvir

Mobile: +91 98474 90866
Location: Delhi, Online (Boston)
Qualification: MCA

Experience: Istqb certified 8+ year exp in software testing in manual and automation in selenium with python   more..

Tillapudi

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Boston)
Qualification: B. tech

Experience: C programming CPP Java python HTML CSS java script MySQL web developement cloud computing testing technique Ms office data processing  more..

Abhiram

Mobile: +91 91884 77559
Location: kannur,kerala, Online (Boston)
Qualification: B-Tech

Experience: Python C HTML CSS Basic Web development SQL python developer at Progbiz Private LimitedApplication for Python Django  more..

Rajeev

Mobile: +91 89210 61945
Location: Lucknow, Online (Boston)
Qualification: BFA-Applied Arts

Experience: With over 20 years of experience as a freelance graphic designer I have honed a wide range of skills in  more..

Navaneeth

Mobile: +91 9895490866
Location: kozhikode, Online (Boston)
Qualification: Bca graduate

Experience: i have worked as a fullstack developer intern at an IT company name MAITEXA located in calicut keralaApplication for Python  more..

Ashutosh

Mobile: +91 91884 77559
Location: Odisha, Online (Boston)
Qualification: Degree

Experience: 2 yr experience of YouTube video and thumbnails editing Logo design and reels creation   more..

Nissy

Mobile: +91 89210 61945
Location: Kerala, Online (Boston)
Qualification: MA English Literature

Experience: Skills: Curriculum design Inclusive education Digital tools for interactive lessons Effective communication skills Experience: Working as IELTS Trainer in Medcity  more..

Vrinda

Mobile: +91 89210 61945
Location: Delhi, Online (Boston)
Qualification: BFA in Visual Communication

Experience: Adobe creative suite creative thinking illustration digital art AI UI-UX Graphic design brand design Art direction  more..

Deepali

Mobile: +91 91884 77559
Location: Karnataka, Online (Boston)
Qualification: M.tech

Experience: 2+ years of Experience in manual and automation testing  more..

Harish

Mobile: +91 91884 77559
Location: Karnataka, Online (Boston)
Qualification: B.E (CSE)

Experience: A BE graduate in Computer Science and Engineering having knowledge in manual testing I have knowledge all kinds of black  more..

Sameer

Mobile: +91 8301010866
Location: Karnataka, Online (Boston)
Qualification: B E

Experience: (Immediate joiner) I have strong knowledge in functional manual testing with domain like Healthcare Retail   more..

Vishnuram

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Boston)
Qualification: BSC Information Technology

Experience: Hi I have 1years and 2 months of experience in the manual and functional testing Insurance domain web application testing  more..

Himanshu

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Boston)
Qualification: DPW3D MAAC

Experience: Software skills Photoshop Illustrator Coral After effect Premier Pro In design  more..

Dave

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

Experience: I have 4 year of experience in flutter app development I worked on many different types of applications like taxi  more..

Lovely

Mobile: +91 91884 77559
Location: Maharashtra, Online (Boston)
Qualification: Bachelor of engineering

Experience: c++ python HTML CSS Javascript Node js sql figma git github  more..

Amrutha

Mobile: +91 91884 77559
Location: Ernakulam , Online (Boston)
Qualification: B.tech IT

Experience: Basic programming languages knowledge sql ms sql ms office basic hardware knowledge Good typing speed etc I have experience in  more..

Praveen

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Boston)
Qualification: B.E

Experience: I have completed my B E and also finished a software testing course I possess knowledge in manual testing automation  more..

Ajeesh

Mobile: +91 9446600368
Location: cochin, Online (Boston)
Qualification: MCA

Experience: Dear sir madam I am sending this application for the position of PHP developer I have 6+ years of experience  more..

RAMACHANDRAN

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

Experience: • Experience in AWS Services like EC2(AMAZON LINUX RHEL) VPC IAM S3 ELB RDS Cloud Watch Cloud Trail Cloud front  more..

Anusha

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Boston)
Qualification: Msc computer science

Experience: TESOL certificate cambridge training acquired Working as a communication skills development head Worked as a tutor for 10 years taught  more..

Sandhya

Mobile: +91 9895490866
Location: Payyannur, Online (Boston)
Qualification: MCA

Experience: Net developer 6 months  more..

Neha

Mobile: +91 89210 61945
Location: Maharashtra, Online (Boston)
Qualification: M.Tech

Experience: Experience in Jira Tool for tracking Backlog Defects Test sets Tasks and for generating the report for the Project status  more..

sakshi

Mobile: +91 89210 61945
Location: Indore , Online (Boston)
Qualification: MA fashion styling and communication

Experience: Worked with a jewellery brand for logo snd poster design Worked with a clothing brand for social media post creation  more..

Reshmi

Mobile: +91 9895490866
Location: Thrissur, Online (Boston)
Qualification: M.tech

Experience: I completed M tech in 2020 I completed course in python Iam looking for a python developer job Application for  more..

Ravikumar

Mobile: +91 9895490866
Location: Salem, Online (Boston)
Qualification: B.E

Experience: Hi I am Ravikumar Thangaraj having 16 Years of solid experience in Software testing practices Previously I was associated with  more..

swapnil

Mobile: +91 91884 77559
Location: Maharashtra, Online (Boston)
Qualification: mechanical engineer

Experience: i have experinces in autocad design sector and good knowlage about solidwork catia v 5  more..

MANALI

Mobile: +91 9446600368
Location: Gujarat, Online (Boston)
Qualification: Computer engineering

Experience: I have did AI ML and data science certified courses in which project based learning was conducted So I have  more..

Sparsha

Mobile: +91 9895490866
Location: Karnataka, Online (Boston)
Qualification: Msc in big data analytics

Experience: Data analytics data visualisation power bi tableau python basics SQL basics excel presentation  more..

S.

Mobile: +91 8301010866
Location: Kerala, Online (Boston)
Qualification: Bsc computer science

Experience: I am very hardworking dedicated person and also a quick learner I good in my communication skills I have completed  more..

Mora

Mobile: +91 98474 90866
Location: Telangana, Online (Boston)
Qualification: Bsc

Experience: Full stock python |   more..

Mohammed

Mobile: +91 8301010866
Location: Kochi, Online (Boston)
Qualification: BCA

Experience: Python django HTML5 CSS3 SQL and Bootstrap Course completed in Luminar technolab on python Django full stack development Have a  more..

FASMILA

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

Experience: Hello I'm Fasmila I have completed my degree in BCA at Peekay College Kozhikode passout 2022 I have completed UI  more..

Eric

Mobile: +91 91884 77559
Location: Chandigarh, Online (Boston)
Qualification: B tech

Experience: My skills are html css jquery javascript bootstrap wordpress and shopify I can convert psd to html psd to wordpress  more..

Simranjeet

Mobile: +91 91884 77559
Location: Punjab, Online (Boston)
Qualification: Btech

Experience: I have total 5 year of experience in android application development with Java and kotlin both Have worked on 10  more..

VIJAYKUMAR

Mobile: +91 89210 61945
Location: Maharashtra, Online (Boston)
Qualification: Diploma Civil

Experience: Civil and Structural Design Engineer with over 18 years of extensive experience in design and drafting across multiple sectors including  more..

Gagan

Mobile: +91 89210 61945
Location: Haryana, Online (Boston)
Qualification: B.tech cse

Experience: Ethical hacking Network mapper Android and iOS hacking 5 months internship in python   more..

George

Mobile: +91 8301010866
Location: Kanjirapally,Kottayam , Online (Boston)
Qualification: BCA

Experience: Software testing automation and manual Jira postman qtp selenium web driver java Jmeter MySQL   more..

Sadaf

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Boston)
Qualification: 10th qualified from IGCSE board and IB diploma program graduate

Experience: I have experieinced IGCSE since I myself graduated from igcse school and I did 12th from IB board I have  more..

sreevidhya

Mobile: +91 89210 61945
Location: Thrissur , Online (Boston)
Qualification: Bca

Experience: Manual testing Software testing course completed  more..

Aswitha

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Boston)
Qualification: M.com

Experience: I am fresher I completed my course in Kg Micro college web development and UI UX designer I have a  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 boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston
Internship/projects in boston

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer