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 Dallas

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

  • 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 Dallas
Data Science Effectively analyze both organized and unstructured data Create strategies to address company issues. Create data strategies with the help of team members and leaders. 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. Cleaning and validating data to ensure that it is accurate and consistent. Identify and collect data from data sources. 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. You'll have a personal mentor who will keep track of your development. Experts provide immersive online instructor-led seminars. There are numerous reasons why you should take this course.

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

Muhammed

Mobile: +91 98474 90866
Location: Cochin, Online (Dallas)
Qualification: B tech

Experience: Manuel testing validation testing technical support troubleshooting connectivity testing   more..

Pratiksha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Dallas)
Qualification: Bcs

Experience: Manual testing Automation testing |   more..

NISHA

Mobile: +91 91884 77559
Location: Delhi, Online (Dallas)
Qualification: JLPT

Experience: Seek to utilize extensive expertise in the Japanese language within a vibrant organization focusing on roles that encompass translation content  more..

Amina

Mobile: +91 9895490866
Location: Kerala, Online (Dallas)
Qualification: MA , BED

Experience: Experienced Hindi teacher with 3 years in a reputable CBSE school Proficient in teaching Hindi language and literature adept at  more..

Ganesh

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

Experience: I Ganesh Mahajan I have 1 6 years of the experience as software developer at myrah consultancy services Andheri west  more..

Bihari

Mobile: +91 89210 61945
Location: Mancherial , Online (Dallas)
Qualification: 10th

Experience: Graphic design Customer service House keeping   more..

Ruchi

Mobile: +91 91884 77559
Location: Nagpur, Online (Dallas)
Qualification: M.Sc. in Cs

Experience: C++ programming SDLCApplication for Software Testing  more..

Gangambika

Mobile: +91 9895490866
Location: Karnataka, Online (Dallas)
Qualification: Bachelor of Engineering

Experience: Functional testing non functional sanity and smoke Regression and Retesting API testing using postman  more..

Pooja

Mobile: +91 9895490866
Location: Kerala, Online (Dallas)
Qualification: Msc computer science

Experience: Sql ms office html css python java c multimedia  more..

PANCHAMI

Mobile: +91 9446600368
Location: Palakkad, Online (Dallas)
Qualification: MCA

Experience: Python HTML CSS C Completed Virtual internship in python Application for Python Django  more..

Sneha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dallas)
Qualification: Bsc IT

Experience: I have 4 years of working experience as a php wordpress developer majorly worked on custom theme development and plugin  more..

Neetu

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dallas)
Qualification: Masters

Experience: 9 plus years of experience as in Ielts mentor plus spoken english and personally development online and offline both comfortable  more..

Rajkumar

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Dallas)
Qualification: B E computer science

Experience: Software development good communication skills phython JavaScript node JS AWS cloud  more..

MUHAMAD

Mobile: +91 91884 77559
Location: Kerala, Online (Dallas)
Qualification: Python full stack web developer in Django ,We are confident that you will be able to fully utilize your potential in the company

Experience: Expert in Python web framework Django Familarity with front-end technologies like HTML CSS and Javascript Strong responsive design skills for  more..

Navneet

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

Experience: Alert monitoring regarding windows servers like CPU memory server down patching related disk alerts etc Commissioning and decommissioning of windows  more..

KHUSHBU

Mobile: +91 91884 77559
Location: Aurangabad, Online (Dallas)
Qualification: Masters of Commerce

Experience: I have completed my Digital Marketing course from Training Institute Pune with internship I understand all the Digital marketing skills  more..

Krishan

Mobile: +91 9895490866
Location: Bihar, Online (Dallas)
Qualification: graduate

Experience: Flutter dart firebase java kotlin android sql etc  more..

ATHITH

Mobile: +91 9446600368
Location: Karnataka, Online (Dallas)
Qualification: BE Computer science

Experience: Intermediate knowledge in Java python and c Selenium Postman tool jmeter junit API testing Jenkins HTML CSS |   more..

Ranjeet

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

Experience: PHP developer and frontend developer  more..

Sarvamangala

Mobile: +91 9446600368
Location: Karnataka, Online (Dallas)
Qualification: M.tech

Experience: Manual testing core Java SQL   more..

Neethu

Mobile: +91 89210 61945
Location: Kerala, Online (Dallas)
Qualification: Mphil in History

Experience: I have more than two years of experience in teaching both offline and freelance Iam more passionate in teaching and  more..

subhashini

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Dallas)
Qualification: Msc. forensic science

Experience: forensic investigations crime scene management forensic tools ftk wireshark encase mobile forensics cellebrite oxygen forensics mobileedit networking ethical hacking essentials  more..

Niranjana

Mobile: +91 91884 77559
Location: Coimbatore, Online (Dallas)
Qualification: BCA

Experience: Skills 1 Content writing 2 SEO promotion work Experience 5 months experience in website design company in karamadai in the  more..

Shital

Mobile: +91 9446600368
Location: Pune, Online (Dallas)
Qualification: BCS

Experience: I have 1 5 year experience in asp Net with angular and also knowledge on JavaScript html mvc | Resume  more..

Pramod

Mobile: +91 89210 61945
Location: Karnataka, Online (Dallas)
Qualification: BCA

Experience: Skills: SQL Manual testing core java selenium Experience: FRESHER |   more..

Pratheepa

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Dallas)
Qualification: Diploma

Experience: I have one year experience in graphic design field from digital marketing company |   more..

Rinta

Mobile: +91 9446600368
Location: Kerala, Online (Dallas)
Qualification: MCA

Experience: Python Django developer (6 months internship) Java live project  more..

Subinay

Mobile: +91 8301010866
Location: Bokaro Jharkhand , Online (Dallas)
Qualification: MCA

Experience: Experience in Web development   more..

Rumit

Mobile: +91 9446600368
Location: Maharashtra, Online (Dallas)
Qualification: MSc IT

Experience: Python Programmer Intern – CodSoft July – August 2024 • Completed all the tasks using python libraries • Gained knowledge  more..

Shubham

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dallas)
Qualification: BCA

Experience: Skills 1 Html 2 Css 3 Bosstrap 4 Js 5 C language 6 Flutter 7 Dart 8 Node js 9  more..

vamsikrishna

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Dallas)
Qualification: b.tech

Experience: core java manual testing automation testing with selenium api testing using postman sql  more..

swati

Mobile: +91 91884 77559
Location: Maharashtra, Online (Dallas)
Qualification: Bachelor of science

Experience: Python programming language SQL   more..

Shubham

Mobile: +91 8301010866
Location: Maharashtra, Online (Dallas)
Qualification: Bachelor of computer science

Experience: A web developer with three years of experience specializing in front-end development I have a strong track record of creating  more..

Manoj

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

Experience: Hi i'm Manoj Kumar I have specialized in graphic and UI UX design Through Practical Project during academic Journey I  more..

Sharun

Mobile: +91 9446600368
Location: Kerala, Online (Dallas)
Qualification: B tech in computer science

Experience: I am a skilled Flutter developer with two years of experience building mobile applications for various clients As a freelance  more..

Anju

Mobile: +91 8301010866
Location: Kochi, Online (Dallas)
Qualification: B-Tech Computer Science

Experience: My self Anju George and I recently done my B-tech computer science at indira Gandhi institute of engineering and technology  more..

Parwinder

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

Experience: I possess strong proficiency in programming languages such as Python and C++ Strong communication skills coupled with a keen eye  more..

Jyoti

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Dallas)
Qualification: Master of Computer Application

Experience: I have 3 5 years of experience in QA I have worked on many projects some projects us related to  more..

Jayasri

Mobile: +91 9895490866
Location: Madurai, Online (Dallas)
Qualification: BCA

Experience: Skills - Basic python NSB Jewellery - sales and system administratorApplication for Python Django  more..

Shreya

Mobile: +91 98474 90866
Location: Dist. SARAN JILA, Online (Dallas)
Qualification: BBA GRADUATE

Experience: I have done diploma in digital marketing from Digital Academy 360 (banglore) I have knowledge of on-page SEO off page  more..

Shahnawaz

Mobile: +91 98474 90866
Location: Maharashtra, Online (Dallas)
Qualification: B.E Electronic and telecommunication

Experience: Manual testing Database management Database testing Api Testing UI testing and writing test cases |   more..

Rohit

Mobile: +91 98474 90866
Location: Kochi, kerala, Online (Dallas)
Qualification: BCA, CEH, E-Degree in cyber security, graduate in international humanitarian law

Experience: My skills Cracking encrypted passwords : SHA MD5 Python scripting : Evading IDS firewall honeypot anti-DDoS script Data loss prevention  more..

Sheeba

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

Experience: 3 years of hand on software testing experience ; ISTQB foundation certified tester Experience using Jira Bugzila for defect tracking  more..

Saifali

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

Experience: Skills- HTML CSS javascript react jQuery bootstrap these are my skills and I have 6 months freelancing html css developr  more..

Prabhakar

Mobile: +91 89210 61945
Location: Delhi, Online (Dallas)
Qualification: BTech

Experience: I have 7 years of experience in the software industry I have worked as a flash developer for 4 years  more..

M

Mobile: +91 98474 90866
Location: Kerala, Online (Dallas)
Qualification: B. Tech Computer science and engineering

Experience: Technical skills : Web development Technology : JavaScript HTML CSS C programming Java React js Express js Node js Database:  more..

Hariom

Mobile: +91 9446600368
Location: Delhi, Online (Dallas)
Qualification: BCA

Experience: Skills - HTML CSS JAVASCRIPT With some small projects Experience in manual testing of ERP Almost 1 year experience   more..

sujit

Mobile: +91 91884 77559
Location: Maharashtra, Online (Dallas)
Qualification: Bsc

Experience: Passionate Manual Test Engineer with 1+ years of industry experience specializing in testing web-based applications Proven expertise in creating comprehensive  more..

Vishal

Mobile: +91 89210 61945
Location: Bihar, Online (Dallas)
Qualification: MCA

Experience: My technical skills include proficiency in HTML CSS JAVA MANUAL TESTING & API TESTING I have also experience of api  more..

Subhash

Mobile: +91 9446600368
Location: Vill Dhamanda District Dhar m.p., Online (Dallas)
Qualification: Diploma in mechanical

Experience: AutoCAD Solidworks CNC programming | Resume for   more..

PATURI

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Dallas)
Qualification: B.Tech

Experience: I have lot of grib on mathematics and easily can solve any critical problems with my problem solving ability and  more..

Tulika

Mobile: +91 8301010866
Location: West Bengal, Online (Dallas)
Qualification: History honors

Experience: I have 3 years of experience in graphic design and I am proficient with ps and ai and other software  more..

RUPA

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Dallas)
Qualification: Master of computer applications (MCA)

Experience: I have good communication skills I want to develop my skills and experience with you more and more software testing  more..

Anamika

Mobile: +91 8301010866
Location: Kannur, Online (Dallas)
Qualification: BTech

Experience: Knowledge in SDLC STLC Test case Bug report Testing levels Manuel testing SQL QTP QC Load runner  more..

Chauhan

Mobile: +91 9446600368
Location: indore , Online (Dallas)
Qualification: M.tech

Experience: i have work on google(freelancer) in last 3 years working on website which are on different plaform such as blogging  more..

Krupa

Mobile: +91 8301010866
Location: Maharashtra, Online (Dallas)
Qualification: Masters in Education

Experience: Committed educator with eight years of experience fostering a dynamic and engaging learning environment Skilled in developing curriculum implementing innovative  more..

Soumya

Mobile: +91 8301010866
Location: Karnataka, Online (Dallas)
Qualification: Bachelors

Experience: Hello I'm Soumya Ranjan a BCA student passionate about Cyber Security Penetration Testing Linux Network Security and Web Application Security  more..

Neethu

Mobile: +91 91884 77559
Location: Kerala, Online (Dallas)
Qualification: BTech

Experience: C python odoo java opencv flask html angular css devops jenkins docker tomcat git and github linux Microsoft ppt  more..

Muthu

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Dallas)
Qualification: Bsc.cs

Experience: Here is the additional information: Total Experience : 1 7 years Skill : python django My SQL HTML5 javascript CSS  more..

Padmavathy

Mobile: +91 8301010866
Location: Karnataka, Online (Dallas)
Qualification: Mcom

Experience: 15 years of my service was in field of Accounts and finance and during covid I started my career with  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 dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas
Internship/projects in dallas

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer