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 Tulsa

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

  • 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 Tulsa
Data Science To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Identify and collect data from data sources. Effectively analyze both organized and unstructured data Create strategies to address company issues. To find trends and patterns, use algorithms and modules. 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. Cleaning and validating data to ensure that it is accurate and consistent. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. . 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. 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.

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

Asawari

Mobile: +91 9446600368
Location: pune, Online (Tulsa)
Qualification: BE in computer science

Experience: experience in creating test plan test cases test scenarios writing bug report in bug tracking system like JIRA Experience in  more..

Smali

Mobile: +91 89210 61945
Location: Chandigarh, Online (Tulsa)
Qualification: B.Tech

Experience: Manual and Automation testing  more..

Shivam

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Tulsa)
Qualification: Pursuing Btech

Experience: I'm an app developer specializing in building applications with clean architecture(MVVM) proper state management and responsive design I have experience  more..

Abdul

Mobile: +91 9895490866
Location: Noida sector 51, Online (Tulsa)
Qualification: B.tech

Experience: Flutter developer experience 2 years  more..

Karthik

Mobile: +91 91884 77559
Location: Bangalore, Online (Tulsa)
Qualification: BE

Experience: HTML CSS Javascript jquery Bootstrap java python i have experience in front end development around 4 months  more..

madhav

Mobile: +91 89210 61945
Location: Delhi, Online (Tulsa)
Qualification: Btech CSE

Experience: Git Provider GetX MVVM MVC flutter Build Android iOS and web apps  more..

Dimpi

Mobile: +91 91884 77559
Location: Assam, Online (Tulsa)
Qualification: B. Tech

Experience: Skills-Java c python font end development sql Experience- 1 year  more..

Varsha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Tulsa)
Qualification: Msc Computer science

Experience: I have knowledge of front end technologies like html css bootstrap JavaScript python django with 1+ year experience now currently  more..

Madhu

Mobile: +91 9446600368
Location: Telangana, Online (Tulsa)
Qualification: bsc

Experience: Over all 3 Years of experience 3 years in Graphic Designing • Proficient in Adobe Creative Suite (Photoshop Illustrator Coral  more..

KEERTHANA

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

Experience: ETL Testing Software IT Experience data warehouse testing  more..

Dhivyatheja

Mobile: +91 9446600368
Location: Karnataka, Online (Tulsa)
Qualification: B.E

Experience: Java Selenium Manual testing SDLC Stlc Test ng Jira Defect tracking |   more..

AKHIL

Mobile: +91 91884 77559
Location: Thiruvananthapuram, Online (Tulsa)
Qualification: B tech information technology

Experience: Hardware networking and system administration 5 yearsApplication for System Administration Server Admin  more..

AJINKYA

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

Experience: Experienced Quality Assurance professional with over 3 years in the testing domain Proficient in Manual testing Functional testing Regression testing  more..

Neethu

Mobile: +91 9446600368
Location: Karnataka, Online (Tulsa)
Qualification: BE

Experience: I am aware of programming languages like C C++ and Also MS office   more..

ANUSREE

Mobile: +91 9895490866
Location: Kasaragod , Online (Tulsa)
Qualification: B Tech

Experience: Manual Testing Proficiency Strong in SDLC STLC and Bug Life Cycle Knowledge on Test Plan writing reviewing and executing Test  more..

Aarti

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tulsa)
Qualification: B.Sc. (Computer Science) B.Ed. (Mathematics)

Experience: Python SQL Data Analysis Manual testing Jira Agile Video editing experience of working in education industry  more..

Rutuja

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

Experience: 7 month experience in AutoCAD design consultant - HTJA and associates nashik  more..

Pratik

Mobile: +91 91884 77559
Location: Gujarat, Online (Tulsa)
Qualification: BCA

Experience: Vulnerability assessment and penetration testing analytical skills   more..

Tanushree

Mobile: +91 8301010866
Location: Bihar, Online (Tulsa)
Qualification: MSc Mathematics

Experience: Internship at Tata Elxsi Subject Matter Expert at Chegg India Operations Intern at Barraiser Proficient in Mathematics python machine learning  more..

Ambala

Mobile: +91 91884 77559
Location: Telangana, Online (Tulsa)
Qualification: B.tech

Experience: I recently graduated from NIT Srinagar and completed a six-month training program in DevOps tools and AWS cloud services While  more..

Himani

Mobile: +91 9446600368
Location: Gujarat, Online (Tulsa)
Qualification: BE in Information and communication technology

Experience: Good communication skills with 7 years of experience in teaching field I am teaching Mathematics and Science to secondary and  more..

Madhavan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Tulsa)
Qualification: MCA

Experience: Python asp net html css js  more..

DAAN

Mobile: +91 8301010866
Location: Delhi, Online (Tulsa)
Qualification: Diploma in civil engineering

Experience: *Key Skills:* 1 Proficient in AutoCAD software (2D 3D) 2 Strong understanding of drafting and design principles 3 Familiarity with  more..

ANKIT

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tulsa)
Qualification: Master's In Computer Application

Experience: In my two years of experience in WordPress development I’ve honed my ability to grasp client requirements Having collaborated with  more..

Praveen

Mobile: +91 9446600368
Location: Coimbatore, Online (Tulsa)
Qualification: Bsc

Experience: 15 months experience in software development and my skills are Html Css JavaScript Python with Django framework Mysql and GitHub  more..

Akshara

Mobile: +91 8301010866
Location: Kerala, Online (Tulsa)
Qualification: MCA

Experience: Programming in c c++ Java php etc 6month experience in web development  more..

Sanjay

Mobile: +91 89210 61945
Location: Rajasthan, Online (Tulsa)
Qualification: MCA

Experience: I have 4 year experience in mobile application development And I handle bugs project  more..

Athira

Mobile: +91 98474 90866
Location: Kerala, Online (Tulsa)
Qualification: MCA

Experience: Experience in software development for 2 years Skills: SDLC STLC Bug Life Cycle JMeter Selenium Jira  more..

Poonam

Mobile: +91 89210 61945
Location: Punjab, Online (Tulsa)
Qualification: Graduate

Experience: Dart flutter firebase Api integration GitHub state management :- getx and provider Experience:- 1 year 8 months I had worked  more..

Bhoomika

Mobile: +91 91884 77559
Location: Karnataka, Online (Tulsa)
Qualification: BE

Experience: C C++ python embedded system  more..

Fallou

Mobile: +91 91884 77559
Location: DAKAR, Online (Tulsa)
Qualification: Développement web

Experience: Web development with HTML and CSSAdvanced proficiency in the Wix applicationDesigning attractive websitesOptimizing website performanceClient collaborationProblem-solving skills  more..

Vamsi

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Tulsa)
Qualification: B.Tech (CSE)

Experience: With over 1 10 years of experience in software development I specialize in Django and Python crafting robust back-end systems  more..

suhasini

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tulsa)
Qualification: M.Sc., M.Ed.

Experience: With over 13 years of teaching experience in schools and colleges I bring a diverse expertise in subjects ranging from  more..

Diksha

Mobile: +91 8301010866
Location: Bhandup, Online (Tulsa)
Qualification: Bsc IT

Experience: Certified Completing Software testing course | Resume for   more..

Manas

Mobile: +91 9446600368
Location: Maharashtra, Online (Tulsa)
Qualification: B.tech (computer science and engineering)

Experience: Skills: 1 Programming Languages: Proficient in C++ and JavaScript 2 Frontend Development: Skilled in HTML CSS React Redux Bootstrap Tailwind  more..

Kiran

Mobile: +91 91884 77559
Location: Chhattisgarh, Online (Tulsa)
Qualification: BE(CSE)

Experience: Versatile Writing Style: I can adapt to a range of writing styles from technical articles to creative storytelling marketing copy  more..

Fawwaz

Mobile: +91 9446600368
Location: Maharashtra, Online (Tulsa)
Qualification: Diploma

Experience: I have 2 and half years of experience as a graphic and brand designer where I’ve had the opportunity to  more..

Jishnu

Mobile: +91 9895490866
Location: Kerala, Online (Tulsa)
Qualification: IT engineer

Experience: Hardware and networking software support |   more..

Amrutha

Mobile: +91 9446600368
Location: Kerala, Online (Tulsa)
Qualification: Diploma in computer engineering

Experience: Flutter Framework Dart Firebase I'm a flutter developer with 2years experience in Flutter developing with below skills: Java PHP Mysql  more..

Soma

Mobile: +91 9446600368
Location: Assam Guwahati , Online (Tulsa)
Qualification: B.A, J.E

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

Eshan

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

Experience: 1 State topper in class 10th got (10 CGPA) 2 Experienced in Teaching Maths and science as used to Home  more..

Kummara

Mobile: +91 9895490866
Location: 1-83,ogu, Venkatagirikota, chittoor, Andhra Pradesh -517424, Online (Tulsa)
Qualification: Btech

Experience: Offering 2 years of professional experience in Manual testing on web Application Proficient in test case design execution and defect  more..

CHIPPY

Mobile: +91 9446600368
Location: Kerala, Online (Tulsa)
Qualification: BSc BEd

Experience: Curriculum development and lesson planningClassroom management and disciplineDifferentiated instruction to accommodate various learning stylesUtilization of technology in teaching (e g  more..

Ajay

Mobile: +91 89210 61945
Location: Himachal Pradesh, Online (Tulsa)
Qualification: Undergraduate

Experience: Problem solving team management ms word excel and PowerPoint basic programming languages html css and javascript  more..

sneha

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

Experience: 6 month of software testing internship 1 year software testing course completed   more..

Girija

Mobile: +91 8301010866
Location: Dindigul,TamilNadu, Online (Tulsa)
Qualification: BE

Experience: i am flutter developer and have experience in 1 year and 5 months in the flutter domain i had good  more..

Avijit

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

Experience: Advance excel ms office internet c c++ java scratch qbasic logo vb6 bb Net asp sql sql server php html  more..

Ramesh

Mobile: +91 98474 90866
Location: Bangalore, Online (Tulsa)
Qualification: B.E computer science and Engineering

Experience: I have total 11 months experience in IT sector in this 11 months i have 5 months experience as a  more..

Jesni

Mobile: +91 9895490866
Location: Kerala, Online (Tulsa)
Qualification: B.tech

Experience: Senior Quality Analyst with 3 years of experience Strong in SDLC STLC Bug Tracking Functional testing Knowledge in selenium API  more..

Shruti

Mobile: +91 9895490866
Location: Bharuch, Online (Tulsa)
Qualification: B.E.

Experience: 2 years academic experience 5 months development experienceApplication for Asp net MVC  more..

sunil

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

Experience: i have complete python sql django  more..

Ashish

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Tulsa)
Qualification: B.C.A IN COMPUTER SCIENCE, DIPLOMA IN CYBER SECURITY

Experience: Skills Linux aws ccna python cyber security ethical hacking troubleshooting vpn networking monitoring nmap nessus burp suit metasploitable kalli Linux  more..

Shincy

Mobile: +91 9446600368
Location: Alappuzha, Online (Tulsa)
Qualification: Mca

Experience: I have completed my MCA graduation in 2020 i know the programming languages like php c c++ java and html  more..

Vivek

Mobile: +91 91884 77559
Location: Gujarat, Online (Tulsa)
Qualification: Mca

Experience: Flutter developer react native  more..

Pratiksha

Mobile: +91 9895490866
Location: Maharashtra, Online (Tulsa)
Qualification: UI/UX Design

Experience: I’m skilled in understanding user needs through research interviews surveys I design user-friendly interfaces and ensure information is organized logically  more..

Ashish

Mobile: +91 98474 90866
Location: Maharashtra, Online (Tulsa)
Qualification: MBA

Experience: Knowledge of SDLC STLC Agile methodology REST API functional testing non functional testing  more..

Soniya

Mobile: +91 91884 77559
Location: Ahmedabad, Online (Tulsa)
Qualification: BE computer science engineering

Experience: Having 5+ years experience in IT - training and development field Having good knowledge of programming language like c c++  more..

Tejashree

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

Experience: Manual testing Functional testing Test case design test case implemented test case execution black box testing  more..

Govind

Mobile: +91 9895490866
Location: Gujarat, Online (Tulsa)
Qualification: Diploma

Experience: Hi i am govind parmar i am looking for new opportunities and Experienced Web development and WordPress developer with 4  more..

Navya

Mobile: +91 98474 90866
Location: Kerala, Online (Tulsa)
Qualification: B.Tech

Experience: Proficient in creating and executing test plans test cases and test scenarios Skilled in various types of testing including functional  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 tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa
Internship/projects in tulsa

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer