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 Hastings

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

  • 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 Hastings
Data Science 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. Cleaning and validating data to ensure that it is accurate and consistent. 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. 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. 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 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. 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. .

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

Nanthagopal

Mobile: +91 89210 61945
Location: Chennai, Online (Hastings)
Qualification: B.com

Experience: Software testing have a one 2years experience | Resume for   more..

Tushar

Mobile: +91 98474 90866
Location: Noida, Online (Hastings)
Qualification: MCA

Experience: Skills:- python html css js django Exp:- sequel string as a trainee engineer & TNS as a junior developer |  more..

Shaalini

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Hastings)
Qualification: B. Com

Experience: Experience - 5 yrs (Handled US clients) Skills: Writing test cases Bug tracking Issue reporting to developers Manual testing Mobile  more..

Saumya

Mobile: +91 8301010866
Location: Uttarakhand, Online (Hastings)
Qualification: btech cse

Experience: python sql django aws docker redis react  more..

Deepthi

Mobile: +91 8301010866
Location: Shoranur , Online (Hastings)
Qualification: M.sc in Electronics and Communication Systems

Experience: Manual testing SDLC STLC Bug Life cycle Agile methodologies defect reporting automation testing selenium jmeter SQL basics of Java API  more..

Ram

Mobile: +91 9446600368
Location: Maharashtra, Online (Hastings)
Qualification: BFA (Applied Arts)

Experience: I am a passionate and creative graphic designer with a strong foundation in design principles software proficiency and collaborative communication  more..

Harsimrat

Mobile: +91 91884 77559
Location: Punjab, Online (Hastings)
Qualification: Msc Maths

Experience: I have a good experience in teaching Mathematics in bothe academic and competitive aspects I also have good experience as  more..

Vertika

Mobile: +91 9895490866
Location: Delhi, Online (Hastings)
Qualification: MBA

Experience: Digital marketer seo expert content writer Article publisher LinkedIn strategiet  more..

Aboozer

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Hastings)
Qualification: Phd

Experience: I am Aboozer a recent pass out from Aligarh Muslim University I have just completed my PhD degree in Arabic  more..

Hetal

Mobile: +91 98474 90866
Location: Gujarat, Online (Hastings)
Qualification: Bachelor's of Engineering

Experience: I have 3 5 years of experience in Mobile Application Development and 2 5 years in flutter I have worked  more..

Muskaan

Mobile: +91 98474 90866
Location: Karnataka, Online (Hastings)
Qualification: Masters in Science

Experience: A highly competent and enthusiastic science major with good soft skills in research & development I intend to be a  more..

Ashish

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Hastings)
Qualification: Graduate

Experience: skill Good knowledge computer data analysis good communication skills with student parents anlatiyacl problem sloveing good relationship build Experince 6month  more..

Saurabh

Mobile: +91 89210 61945
Location: Rajasthan, Online (Hastings)
Qualification: B.tech

Experience: With 4 years of experience as a subject matter expert in secondary mathematics and 2 years of teaching competitive exams  more..

Shivani

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

Experience: Manual testing selenium webdriver automation cucumber testng maven api postman SQL  more..

Roshani

Mobile: +91 91884 77559
Location: Maharashtra, Online (Hastings)
Qualification: M.sc b.ed and diploma in cybersecurity

Experience: Skills i have experienced in Security networking information system SQL and cyber security analyst   more..

GAUSWAMI

Mobile: +91 89210 61945
Location: Bhavnagar Gujarat , Online (Hastings)
Qualification: B.Sc.IT

Experience: I have 5+ years of experience in web and app development I have experience in Core PHP Drupal WordPress Laravel  more..

Ambati

Mobile: +91 91884 77559
Location: Hyderabad, Online (Hastings)
Qualification: MCA

Experience: I have 2 years experience in web developer | Resume for   more..

Ishita

Mobile: +91 89210 61945
Location: Punjab, Online (Hastings)
Qualification: MCA

Experience: HTML CSS JS Python SQL DSA Frontend developer data analysis  more..

Latiya

Mobile: +91 91884 77559
Location: Pathankot, Online (Hastings)
Qualification: Graduation

Experience: It skills python programing languageApplication for Python Django  more..

Surbhi

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Hastings)
Qualification: Persuing MCA

Experience: Core Java python flutter html css  more..

agnesh

Mobile: +91 9446600368
Location: Gujarat, Online (Hastings)
Qualification: graphic designer

Experience: i am graphic design my skills photoshop illustrator coraldraw  more..

Hussain

Mobile: +91 91884 77559
Location: Punjab, Online (Hastings)
Qualification: BCA

Experience: Hi I work on design like poster making logos t-shirt design and work on photoshop canva   more..

Mohd

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Hastings)
Qualification: Master of computer application

Experience: Flutter dart c&c++ ui&ux 1 year experience in flutter devlopment  more..

Rashica

Mobile: +91 9895490866
Location: Assam, Online (Hastings)
Qualification: Masters

Experience: Dear Hiring Manager I am writing to express my interest in the Graphic Designer position at your company as advertised  more..

Nimmy

Mobile: +91 91884 77559
Location: Salalah, Online (Hastings)
Qualification: M.Sc,B.Ed.

Experience: Good skill and expert in video editing Expert in MS word & PowerPoint Expert in banner design Skill in Study  more..

Puneet

Mobile: +91 98474 90866
Location: Rajasthan, Online (Hastings)
Qualification: BCA

Experience: Flutter dart Firebase more inside android and ios on base to Flutter | Resume for   more..

Jaiganesh

Mobile: +91 91884 77559
Location: Pondicherry, Online (Hastings)
Qualification: Master of computer application

Experience: I have 2+ years of manual testing experience in testing mobile games webapps and mobile appsApplication for Software Testing  more..

Hari

Mobile: +91 91884 77559
Location: Coimbatore, Online (Hastings)
Qualification: BE EEE

Experience: My profile information Name Hari Manoj Place Coimabatore Professional software testing experience 6 years and 6 months Training experience :1  more..

Aswini

Mobile: +91 9895490866
Location: Kerala, Online (Hastings)
Qualification: B-tech

Experience: Hands on experience in Software Testing o Hands on experience in Jira o Hands on experience in both Manual  more..

PRATIMA

Mobile: +91 91884 77559
Location: Ranaghat West Bengal, Online (Hastings)
Qualification: Graduation

Experience: Total experience 3 years 9 months And my skills html css bootstrap tailwind meterial UI scss less javascript photoshop react  more..

Navya

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Hastings)
Qualification: Bsc computers

Experience: Having knowledge on Java and manual testing I have intrested in software development and software testing Having knowledge on SDLC  more..

venkatesh

Mobile: +91 9446600368
Location: Bangalore, Online (Hastings)
Qualification: B.E

Experience: Currently pursuing software testing course  more..

Harshali

Mobile: +91 8301010866
Location: Bhusawal,Maharashtra, Online (Hastings)
Qualification: Msc(comp.)

Experience: I have 4 months of experience as a python developer and I want job change looking for opportunity I have  more..

Retam

Mobile: +91 91884 77559
Location: West Bengal, Online (Hastings)
Qualification: B.Tech

Experience: Python Selenium Manual Testing methodologies Regression and Retesting Smoke and sanity testing |   more..

Manoj

Mobile: +91 91884 77559
Location: Jharkhand, Online (Hastings)
Qualification: BE computer science

Experience: Working on networking ERP monitoring software also working Remotely Saaz software through this software remotely handle windows servers and troubleshooting  more..

SUGANYA

Mobile: +91 91884 77559
Location: Chennai, Online (Hastings)
Qualification: BE

Experience: I have 6 month experience for software testing  more..

Safa

Mobile: +91 9895490866
Location: Kochin , Online (Hastings)
Qualification: Bsc computer science

Experience: I had done internship in software testing from Zoople technologies kochin  more..

Christina

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Hastings)
Qualification: M. A. Philosophy, B.ed English

Experience: I've been an English teacher since October 2017 and now I serve as an English Education Specialist with the Government  more..

Srusti

Mobile: +91 98474 90866
Location: Banglore, Online (Hastings)
Qualification: BE

Experience: Manual testing Core Java Oracle SQL Selenium | Resume for   more..

Abdul

Mobile: +91 89210 61945
Location: malappuram, Online (Hastings)
Qualification: bsc.computer science

Experience: i can design web perfectly   more..

Palak

Mobile: +91 89210 61945
Location: Haryana, Online (Hastings)
Qualification: Interior designer

Experience: I have over 7 years of experience in interior design working on both residential and commercial projects I specialize in  more..

Puja

Mobile: +91 8301010866
Location: Pune, Online (Hastings)
Qualification: BE.

Experience: I have over 5 years of experience in manual testing and I have worked with various software and applications In  more..

Karimunnisa

Mobile: +91 9895490866
Location: Telangana, Online (Hastings)
Qualification: MCA

Experience: Manual Testing Automation testing selenium with java and python |   more..

Gowri

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

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

Durga

Mobile: +91 91884 77559
Location: Maharashtra, Online (Hastings)
Qualification: Computer engineering

Experience: Software testing Automation Testing selenium java  more..

Goutam

Mobile: +91 91884 77559
Location: West Bengal, Online (Hastings)
Qualification: B.Sc

Experience: Dear Sir Ma'am With 10 years of teaching experience I have dedicated my career to empowering students with essential skills  more..

Aneeta

Mobile: +91 98474 90866
Location: Kerala, Online (Hastings)
Qualification: BTECH

Experience: Manual and automation testing selenium and playwright tools Jira I have worked for 7 months as a junior quality assurance  more..

abhilesh

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

Experience: Hello sir I have good experience in manual testing i have good Knowledge ross-browser testing Defect management Domain function testing  more..

Pooja

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

Experience: Skills- python django mysql Html CSS I have 6 month experience in python django   more..

Priyanka

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

Experience: Java manual testing and automation testing with bdd cucumber frameworks |   more..

Jelin

Mobile: +91 8301010866
Location: Kochi, kerala , Online (Hastings)
Qualification: Btech in ECE

Experience: 6 months of internship from luminar tech kakkanad kochi Skills - python html css js sql djangoApplication for Python Django  more..

Sarunkumar

Mobile: +91 98474 90866
Location: Kerala, Online (Hastings)
Qualification: Bsc Physics

Experience: A motivated Python full-stack developer with 1 year of hands-on experience in development and 1 5 year in mentoring I  more..

SONA

Mobile: +91 9446600368
Location: Ernakulam, Online (Hastings)
Qualification: BE

Experience: 9month experience in python developer as traineeeApplication for Python Django  more..

Abhishek

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Hastings)
Qualification: B.Tech

Experience: Flutter dart Firebase cpp c java data structure and function API integration UI design   more..

Lourdu

Mobile: +91 89210 61945
Location: Coimbatore, Online (Hastings)
Qualification: Bsc Electronics and communication system

Experience: Python Html Css MySQL Electronics hardware testing Oscilloscope Multimeter | Resume for   more..

Aniket

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

Experience: I am a structural designer at a firm Perform design and gives working drawings for site execution And i have  more..

Rudransh

Mobile: +91 9895490866
Location: Uttarakhand, Online (Hastings)
Qualification: Btech

Experience: I am experienced in python libraries and ai libraries like nltk Tensorflow Django websockets pytorch opencv and many more   more..

Imtiyaz

Mobile: +91 9446600368
Location: Maharashtra, Online (Hastings)
Qualification: BCA

Experience: Software developer Application Support Code Debugging |   more..

Anju

Mobile: +91 9446600368
Location: Kottayam , Online (Hastings)
Qualification: Msc computer science

Experience: Msc computer science and software testing   more..

basit

Mobile: +91 9446600368
Location: Jammu and kashmir, Online (Hastings)
Qualification: B.tech CSE

Experience: Frontend development UI UX designing Web analytics data analytics problem solving team work communication  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 hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings
Internship/projects in hastings

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer