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 Austin

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

  • 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 Austin
Data Science This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. Cleaning and validating data to ensure that it is accurate and consistent. 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. 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. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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 Austin.

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

Saumya

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Austin)
Qualification: Graduate

Experience: I have approx 2+ years of experience skills- SEO local and international seo ai including mannual tools related to digital  more..

Samiksha

Mobile: +91 9446600368
Location: Maharashtra, Online (Austin)
Qualification: BE

Experience: Test cases Manual testing Jira Regression testing Unit testing Functional Testing Scrum UAT UAC  more..

Sameer

Mobile: +91 89210 61945
Location: Maharashtra, Online (Austin)
Qualification: Graduation

Experience: Hi I'm a experience graphic designer Give me a apportunity I can assure you for excellent quality of work With  more..

Biswajit

Mobile: +91 91884 77559
Location: Odisha, Online (Austin)
Qualification: B.Tech

Experience: I have Skills in frontend languages like: HTML &CSS I also have skillset in backend like python I also have  more..

Lalam

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

Experience: I am fresher The skills are basic knowledge in c c++ python   more..

Amit

Mobile: +91 91884 77559
Location: Ujjain , Online (Austin)
Qualification: Mba

Experience: 4 years of experience in seo   more..

Noor

Mobile: +91 8301010866
Location: Delhi, Online (Austin)
Qualification: digital medial and design, 1st year

Experience: I'm a passionate designer with a keen eye for detail and a creative flair My skills encompass various design disciplines  more..

Aswathi

Mobile: +91 89210 61945
Location: Kerala, Online (Austin)
Qualification: B.Tech

Experience: Proficiency in Software Development Life Cycle and Software Testing Life Cycle Good knowledge in testing level testing type and test  more..

Kanika

Mobile: +91 9446600368
Location: Haryana, Online (Austin)
Qualification: Diploma

Experience: 1 year of experience in furniture design and interior design |   more..

Choudhury

Mobile: +91 9446600368
Location: Odisha, Online (Austin)
Qualification: B. Tech

Experience: Manual testing Automation Testing |   more..

Hrisha

Mobile: +91 9895490866
Location: Odisha, Online (Austin)
Qualification: Btech in electronics and computer science engineering

Experience: Certification Course- MATLAB C & C++ Programmig Python Office Software- Word processor (word) Spreadsheet (excel) Visual Presentation tool (power point)  more..

Ganesh

Mobile: +91 89210 61945
Location: Maharashtra, Online (Austin)
Qualification: Diploma in computer engineering

Experience: I have an experience of 1 year in Software tester at third eye incorporation I was done GUI Testing Regression  more..

PRAVIN

Mobile: +91 8301010866
Location: Maharashtra, Online (Austin)
Qualification: Certified ethical Hacker

Experience: Certified ethical Hacker Vulnerable assessment penatration taster Burf suite Exploits  more..

savio

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Austin)
Qualification: MCA

Experience: WORK EXPERIENCE Race2Cloud Banglore Trainee Consultant 6 month LIVE Internship on cloud Built application on Zoho Creator Introduction on CRM  more..

nikita

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: bca

Experience: manual testing |   more..

Richa

Mobile: +91 8301010866
Location: Delhi, Online (Austin)
Qualification: BE

Experience: Web designer &ui ux developer |   more..

Vivek

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

Experience: Flutter Firebase in flutter State management with providers in flutter Knowledge of websocket in flutter Html css bootstrap  more..

Shubham

Mobile: +91 89210 61945
Location: Pune, Online (Austin)
Qualification: Master of computer science

Experience: Currently associated with max developer as an django developer Developed multiple websites which are live now Project 1 Link :  more..

Anjali

Mobile: +91 91884 77559
Location: Kerala, Online (Austin)
Qualification: Integrated MCA

Experience: Software testing Php Java Python Cpp Html Sql |   more..

Sinta

Mobile: +91 91884 77559
Location: Kerala, Online (Austin)
Qualification: B.voc Software Development

Experience: I am worked as flutter developer in MMM Infosolutions in Kerala and I have 2+ years of experience in flutter  more..

Ajay

Mobile: +91 89210 61945
Location: Maharashtra, Online (Austin)
Qualification: 12th

Experience: **Ajay Bechawade** Pune Maharashtra 411043 ajaybechawade@gmail com +91 8600920580 **Objective:** Dedicated second-year BCA student with a stellar academic record practical  more..

Samiksha

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

Experience: I have done 6 month of internship as software Test Engineer i have knowledge of manual testing automation testing selenium  more..

Priyanka

Mobile: +91 98474 90866
Location: Maharashtra, Online (Austin)
Qualification: MCA computers

Experience: Completed MCA computers Done software manual testing and jira ticketing tool and sanity testing on banking software and previously web  more..

payal

Mobile: +91 98474 90866
Location: Madhya Pradesh, Online (Austin)
Qualification: MSC CS

Experience: 1 Html5 2 CSS3 3 wordpress 4 javascript 5 React js  more..

Sindu

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Austin)
Qualification: B.tech

Experience: Flutter end to end development from authentication to deployment - payment gateway integration - multilingual - experience in APIs  more..

dorababu

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Austin)
Qualification: B.Tech

Experience: linux scripting vmware networking  more..

Nandini

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: Bachelor's

Experience: Typography Print design Layout Color Theory Content Creation Creativity Critical Thinking Communication Problem Solving Concept and Design Development Worked as  more..

Manashvi

Mobile: +91 9895490866
Location: Maharashtra, Online (Austin)
Qualification: Masters of science computer science

Experience: I have remarkable experience in IT sector which includes Flutter developer Android studio virtual studio Java python php html web  more..

Ritam

Mobile: +91 91884 77559
Location: Odisha, Online (Austin)
Qualification: MCA

Experience: I have good knowledge of python and django framework and I want to work with them know about that and  more..

Basil

Mobile: +91 91884 77559
Location: Padamughal , Online (Austin)
Qualification: B E Computer Science And Engineering

Experience: 6 months course in python django from wahy lab solutions 5 months work experience in python : wahy lab solutions  more..

Rahul

Mobile: +91 8301010866
Location: Rajasthan, Online (Austin)
Qualification: Bachelor of Arts

Experience: I have been trained on a wide range of skills and have experience in: - Package design (label box pouch  more..

Shubhangi

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: Bachelor of Technology

Experience: I have total 5 years+ experience in manual and automation test cases writing using BDD framework cucumber tool with gherkin  more..

SHRIKANT

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: Master Degree 'MBA' (Operation field)

Experience: Skills: ✓ Sap MM ✓ Advance Excel (Pivot table MIS Vlookup) ✓ Typing 30w p m & 40w p m  more..

Bazila

Mobile: +91 98474 90866
Location: Maharashtra, Online (Austin)
Qualification: Diploma in Computer Engineering

Experience: Html5 and CSS3 Bootstrap5 manual testing Shopify expert unit testing integration testing system testing acceptance testing black box testing functional  more..

Sreenath

Mobile: +91 8301010866
Location: Kerala, Online (Austin)
Qualification: B. E

Experience: I have total experience of 2 years i have experienced in python and django frameworks |   more..

Suvidha

Mobile: +91 9446600368
Location: Kerala, Online (Austin)
Qualification: B.Tech in computer science and engineering

Experience: Experienced in manual testing and automation testing Have knowledge on test case writing sdlc and stlc selenium webdriver java |  more..

Vishal

Mobile: +91 8301010866
Location: Haryana, Online (Austin)
Qualification: Diploma

Experience: ● Part modeling Drafting of drawing read specification model ● R&D on new components most of the part related to  more..

Niranjan

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Austin)
Qualification: Btech

Experience: Have an experience in hardware and networking for 6 years  more..

Preji

Mobile: +91 9446600368
Location: Thiruvalla, Online (Austin)
Qualification: MCA

Experience: Positive thinker Quick learner Willingness to learn I have no experience I am a fresher and I looking for a  more..

Priyanshu

Mobile: +91 89210 61945
Location: Delhi, Online (Austin)
Qualification: Bca

Experience: Mern Stack developer with expertise in javascript  more..

JANANI

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Austin)
Qualification: BSc

Experience: A dedicated and experienced Senior Systems Engineer with over 2 years and 5 months of experience in ticket handling resolving  more..

Soumyalin

Mobile: +91 8301010866
Location: West Bengal, Online (Austin)
Qualification: DIPLOMA

Experience: Communication UI UX Graphic design Time management Planning and Coordinating Documentation  more..

Riddhi

Mobile: +91 9895490866
Location: Gujarat, Online (Austin)
Qualification: Master's of Visual design

Experience: Adobe illustrator Adobe photoshop Branding Advertising Graphic deisgn Logo design Adobe Creative cloud Java Html After effect Layout design Logo  more..

Prince

Mobile: +91 9446600368
Location: Jaipur, Online (Austin)
Qualification: B.Tech in Computer Science

Experience: 1+ year of experience with php JavaScript Laravel Html Css BootstrapApplication for PHP Laravel  more..

Arnab

Mobile: +91 98474 90866
Location: West Bengal, Online (Austin)
Qualification: B.sc Math Honours

Experience: Enhancing skill about maths teachingExtensive knowledge of mathematics and a passion for the subject Willingness to work with young people  more..

Sofia

Mobile: +91 91884 77559
Location: Haryana, Online (Austin)
Qualification: BTech

Experience: Experience: I have experience of working as a BackEnd Developer I am currently focusing on Python and Django I have  more..

Sakshi

Mobile: +91 9446600368
Location: Gujarat, Online (Austin)
Qualification: Post graduation

Experience: Manual testing Postman 4 month internship experience  more..

Surya

Mobile: +91 9895490866
Location: Kerala, Online (Austin)
Qualification: M.Com

Experience: I have prior experience of teaching in a tution centre for the subjects business Studies entrepreneurship development and accounting for  more..

Triveni

Mobile: +91 9895490866
Location: Delhi, Online (Austin)
Qualification: MCA

Experience: Working as a python developer intern at XS INFOSOL Noida my core skills are in python django flask SQl DBMS  more..

Dnyaneshwar

Mobile: +91 91884 77559
Location: Pune, Online (Austin)
Qualification: Bachlor Of Engineering

Experience: I have 2 2 years experiance as a software developer in Lotsapp SeviceMart India Private Limited Pune | Resume for  more..

Manisha

Mobile: +91 9895490866
Location: Delhi, Online (Austin)
Qualification: BCA

Experience: -> Front-end web development -> MySQL -> Good communication skills  more..

Prasanna

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: Bachelors of Engineering

Experience: I gained invaluable experience in Linux system administration managing various aspects of system configuration troubleshooting and optimization I effectively handled  more..

Anjali

Mobile: +91 91884 77559
Location: Jharkhand, Online (Austin)
Qualification: BCA

Experience: 3month experience in python Django web development and I have maded several projects like blog application job information portal by  more..

Shradhanjali

Mobile: +91 91884 77559
Location: Odisha, Online (Austin)
Qualification: MCA

Experience: I have done with my python Full stack development course and I have experience for 3 months in an IT  more..

Tejaswini

Mobile: +91 9895490866
Location: Karnataka, Online (Austin)
Qualification: M.Tech

Experience: I'm really good at using SQL to work with data and finding problems in computer programs by carefully testing them  more..

kethireddy

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Austin)
Qualification: btech

Experience: • Currently Working as Associate consultant with 2 years of experience in at Vkraft Software Services Pvt Ltd • I  more..

Athul

Mobile: +91 89210 61945
Location: Kerala, Online (Austin)
Qualification: Bca and python in diploma

Experience: Python django html css bootstrap js and one year experience for python django |   more..

SOUMYA

Mobile: +91 91884 77559
Location: Kochi, Online (Austin)
Qualification: Pg

Experience: I am a fresher I am very intrested to coding and error correction in python programApplication for Python Django  more..

DHRUV

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Austin)
Qualification: BTech

Experience: Ethical Hacking RHEL Networking Penetration testing Mobile and web application Security  more..

Abhijeet

Mobile: +91 91884 77559
Location: West Bengal, Online (Austin)
Qualification: M.C.A

Experience: Having 6 yrs of experience in development using various technologies Primarily work in java Application for Java Spring  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 austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin
Internship/projects in austin

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer