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 Philadelphia

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

  • 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 Philadelphia
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 Philadelphia. There are numerous reasons why you should take this course. Identify and collect data from data sources. Experts provide immersive online instructor-led seminars. Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files. 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. You'll have a personal mentor who will keep track of your development. 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. 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.

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

kummari

Mobile: +91 89210 61945
Location: Telangana, Online (Philadelphia)
Qualification: bachelors of commerce

Experience: html css Javascript React js Github Sql python and by using the frotend technologies i can build interactive and dynamic  more..

Jaya

Mobile: +91 91884 77559
Location: Maharashtra, Online (Philadelphia)
Qualification: BE computer Engineering

Experience: Hello I am having 3 year experience in manual testing |   more..

Akshay

Mobile: +91 9895490866
Location: Thrissur, Online (Philadelphia)
Qualification: BCA

Experience: SKILLS: Angular v10 ionic v4 postman css figma gitlab Experienced as junior web application developer(front end) in Angular framework at  more..

Abhijith

Mobile: +91 98474 90866
Location: kottayam, Online (Philadelphia)
Qualification: bca

Experience: manual testing sdlc stlc  more..

Pavankumar

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

Experience: Jira Builder zpyher Web and mobile testing API testing and 2 8 years |   more..

Jishnu

Mobile: +91 98474 90866
Location: Chalakudy , Online (Philadelphia)
Qualification: Diploma in computer engineering

Experience: Previously worked as manual tester and angular developer roles Application for Software Testing  more..

Chandni

Mobile: +91 98474 90866
Location: Maharashtra, Online (Philadelphia)
Qualification: BE

Experience: C c++ python basic SQL  more..

Parth

Mobile: +91 9446600368
Location: Chhattisgarh, Online (Philadelphia)
Qualification: pursuing B.Tech(2nd year)

Experience: I possess a diverse skill set encompassing proficiency in various programming languages adept problem-solving capabilities and a solid foundation in  more..

Subiyer

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Philadelphia)
Qualification: BR

Experience: Auto Cad design engineer in solar field |   more..

Gurpreet

Mobile: +91 9895490866
Location: Shahabad markanda kurukestra, Online (Philadelphia)
Qualification: Mca

Experience: 1year experience php devolper  more..

Veerapandian

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Philadelphia)
Qualification: BE

Experience: Hi My name is Veerapandian earned a Bachelor of Engineering in Mechanical Engineering from SSN College of Engineering I worked  more..

Yadu

Mobile: +91 9895490866
Location: Manjeri , Online (Philadelphia)
Qualification: B.tech in computer science

Experience: Python HTML5 CSS MySQL angular jsApplication for Python Django  more..

lokesh

Mobile: +91 98474 90866
Location: Ghaziabad, Online (Philadelphia)
Qualification: Btech

Experience: more than 1 6 year experience in python django and worked on application and website currently i am managing the  more..

Akash

Mobile: +91 89210 61945
Location: Borivali, Online (Philadelphia)
Qualification: Tybcom

Experience: I am writing to express my interest in the web designer position at your company I have 4 5 years  more..

Monika

Mobile: +91 9895490866
Location: Bihar, Online (Philadelphia)
Qualification: MCA

Experience: I have an experience as an intern of php developer of 4 months Now i have to work on django  more..

Ben

Mobile: +91 9446600368
Location: Karnataka, Online (Philadelphia)
Qualification: B.Tech

Experience: Web app pentesting burpsuit digital forensics web development software testing  more..

harshitha

Mobile: +91 9895490866
Location: Karnataka, Online (Philadelphia)
Qualification: bachelor of engineering

Experience: Aws devops- docker kubernetes ansible terraform jenkins linux python javascript  more..

Prabhakar

Mobile: +91 8301010866
Location: Maharashtra, Online (Philadelphia)
Qualification: B.E. Civil

Experience: As an AutoCAD trainer I provide support develop courses deliver lectures and evaluate candidate performance I am involved in content  more..

Anaparty

Mobile: +91 9446600368
Location: Rangareddy, Online (Philadelphia)
Qualification: bachelors deree

Experience: I have around 3years of experience in QA with automation 3 years as well as manual testing for 1 years  more..

Anju

Mobile: +91 98474 90866
Location: Thrissur, Online (Philadelphia)
Qualification: MCA

Experience: 8months experience in both development and testing   more..

Jasjeet

Mobile: +91 89210 61945
Location: Punjab, Online (Philadelphia)
Qualification: Btech

Experience: Django development web solutions frontend integration user experience optimization project leadership Python JavaScript React MySQL Pandas Numpy Git "  more..

Nehamol

Mobile: +91 9446600368
Location: idukki, Online (Philadelphia)
Qualification: B.Tech

Experience: manual testing sql java html css  more..

Siddhi

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Philadelphia)
Qualification: Bachelors in forensic science

Experience: I am Siddhi Jain a recent graduate in Forensic Science from Dr Harisingh Gour Central University Sagar With a strong  more..

Shraddha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Philadelphia)
Qualification: BCS

Experience: Manual testing Selenium API Core Java Ongoing Software Testing Course   more..

Satpal

Mobile: +91 9895490866
Location: Indore , Online (Philadelphia)
Qualification: Graduate

Experience: 1 year experience plus complete knowledge of seo and have worked on a lot of projects with different niches  more..

Meenu

Mobile: +91 91884 77559
Location: kochi, Online (Philadelphia)
Qualification: MCA

Experience: python 11 months django php html css javascript mysqlApplication for Python Django  more..

UTKALIKA

Mobile: +91 8301010866
Location: Odisha, Online (Philadelphia)
Qualification: m.sc computer science

Experience: php wordpress html5 css3 javascript worked as php developer in syflex techno solution for 1 year having wordpress knowledge   more..

Nithya

Mobile: +91 9446600368
Location: Kozhikode, Online (Philadelphia)
Qualification: MSc Computer Science

Experience: Html CSS Bootsrap JavaScript Django 1 year experience as pytjon django developer | Resume for   more..

John

Mobile: +91 98474 90866
Location: Karnataka, Online (Philadelphia)
Qualification: BCA

Experience: Ceh networking networking security  more..

sruthy

Mobile: +91 8301010866
Location: Maharashtra, Online (Philadelphia)
Qualification: MCA

Experience: php wordpress javascript html css  more..

Elavarasan

Mobile: +91 91884 77559
Location: Coimbatore , Online (Philadelphia)
Qualification: BE mechanical engineering

Experience: Hi am completed in BE mechanical engineering and Python certificate course complete then I have attended in odoo Internship 3months  more..

hitanshu

Mobile: +91 8301010866
Location: Assam, Online (Philadelphia)
Qualification: 12th

Experience: I have been working as a flutter developer from last 5 Years and in last 5 years I have successfully  more..

Aadarsh

Mobile: +91 91884 77559
Location: Uttarakhand, Online (Philadelphia)
Qualification: Undergraduate

Experience: Cyber Security intern - 9 month ( Nikist io) Web developer intern - 1 month (Dabotics) Web developer intern -  more..

Anjali

Mobile: +91 8301010866
Location: Gujarat, Online (Philadelphia)
Qualification: Msc cyber security

Experience: Vulnerability assessment penetration testing  more..

Gohil

Mobile: +91 98474 90866
Location: Gujarat, Online (Philadelphia)
Qualification: Bachelor’s of Engineering(Computer Engineering)

Experience: Python programming Django framework Salesforce CRM Leadsquared CRM Team player Problem solving I have experience of 6 months in Junior  more..

Naga

Mobile: +91 89210 61945
Location: Hyderabad, Online (Philadelphia)
Qualification: BTECH(CSE)

Experience: C programming C++ programming Core Java Python programming Manual Testing test case creation test case execution Agile methodologies HTML CSS  more..

Vivek

Mobile: +91 9895490866
Location: Gujarat, Online (Philadelphia)
Qualification: Mca

Experience: Flutter developer react native  more..

Mukesh

Mobile: +91 98474 90866
Location: Kerala, Online (Philadelphia)
Qualification: ITI

Experience: 16 years of experience in Graphic design   more..

Nithya

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Philadelphia)
Qualification: BE - Computer Science

Experience: Intern at Worksbot Applications Pvt Ltd * Developed and maintained web applications using Python Django framework * Collaborated with cross-functional  more..

Akshay

Mobile: +91 8301010866
Location: Nagpur, Online (Philadelphia)
Qualification: B.E Mechanical Engineer.

Experience: Manual testing selenium automation testing mobile application testing jira GitHub project management tools SQL | Resume for Application for Software  more..

Sanchari

Mobile: +91 91884 77559
Location: West Bengal, Online (Philadelphia)
Qualification: Master Of Computer Application

Experience: I am working as a Computer teacher with 8+ year of experience I give tuition at home for different board's  more..

Renu

Mobile: +91 91884 77559
Location: Delhi, Online (Philadelphia)
Qualification: MBA

Experience: Hi I am Renu Bhardwaj an MBA with diploma in computer application and programming languages Having experience of 7+ years  more..

Ayush

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Philadelphia)
Qualification: Graduation

Experience: Manual testing website testing Android testing iOS testing |   more..

Divya

Mobile: +91 98474 90866
Location: Kerala, Online (Philadelphia)
Qualification: Bsc in mathematics, B.Ed

Experience: I have strong mathematical knowledge I'm a quick learner effective communication skills patience adaptability to different learning styles the ability  more..

Vishal

Mobile: +91 9895490866
Location: Punjab, Online (Philadelphia)
Qualification: B.Tech. Computer Science

Experience: Reactjs Nextjs Gatsbyjs React Native MongoDB Rest Api integration GraphQL Apolo Sanity Payment gateways (Stripe Razorpay) nodejs I have 3  more..

Adarsh

Mobile: +91 9895490866
Location: malappuram, Online (Philadelphia)
Qualification: BCA

Experience: python Django HTML CSS3 Bootstrap5 JavaScript website creation Application for Python Django  more..

Sanghavi

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

Experience: I have 2 years of experience in Automation testing  more..

Damini

Mobile: +91 91884 77559
Location: Pune, Online (Philadelphia)
Qualification: BE

Experience: Experience: 1 year 10 month Skills: angular javascript html css Application for Angular JS  more..

Deepali

Mobile: +91 91884 77559
Location: Maharashtra, Online (Philadelphia)
Qualification: Msc computer science

Experience: I have 1 5+ experience in python developer Skills: python django rest api flask html css bootstrap  more..

Bhavik

Mobile: +91 89210 61945
Location: Gujarat, Online (Philadelphia)
Qualification: CSE B.Tech

Experience: I was working on flutter last 2 years and I was developed University project also with backend and in December  more..

Gowri

Mobile: +91 8301010866
Location: Coimbatore, Online (Philadelphia)
Qualification: BE

Experience: I have hands-on experience in the Manual testing Basic of automationApplication for Software Testing  more..

Teja

Mobile: +91 9895490866
Location: Telangana, Online (Philadelphia)
Qualification: Diploma in interior designing

Experience: I have 4 years of experience in interior and exterior designing nd im perfect in cad designing im using sketchup  more..

Jilo

Mobile: +91 91884 77559
Location: kochi, Online (Philadelphia)
Qualification: kochi

Experience: testing resume of kahila  more..

Sachin

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Philadelphia)
Qualification: BE

Experience: I have 3 Years of experience in Software Development using Python Technologies Skills: Python Django SQLAlchemy ORM Django REST Framework  more..

Haritha

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

Experience: Having 5 6Years of work experience in Manual and Automation Testing ? Experience in automation testing using Selenium ? Performed  more..

Anil

Mobile: +91 89210 61945
Location: Hyderabad, Online (Philadelphia)
Qualification: B.Sc

Experience: Manual testing Functional testing Bug reports Jira Selenium webdriver Python Py-test Git | Resume for   more..

Manoj

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

Experience: - 3 years of experience in training strategy design and marketing team - Adobe figma canva leonaro ai are the  more..

Nithin

Mobile: +91 9446600368
Location: Bangalore, Online (Philadelphia)
Qualification: Bachelor of engineering

Experience: Knowledge on SDLC AND STLC manual testing regression testing performance testingApplication for Software Testing  more..

KM

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Philadelphia)
Qualification: M.Sc.

Experience: I was working as a Biology Faculty(FOR NEET STUDENTS) in NIEDO(National Integrity & Educational Development Organization) NIEDO is the only  more..

Bhutiya

Mobile: +91 9895490866
Location: gujrat, Online (Philadelphia)
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..

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 philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia
Internship/projects in philadelphia

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer