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 Experts provide immersive online instructor-led seminars. You may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Austin. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. . Identify and collect data from data sources. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of 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. You'll have a personal mentor who will keep track of your development. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights.

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

VISHAL

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

Experience: Flutter app development c cplus plus html javascript   more..

Ziya

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

Experience: Core Java Advanced Java Selenium testng Log4j Cucumber Framework Automation Testing Manual testing |   more..

Tushar

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Austin)
Qualification: Bachelor’s

Experience: Hello I'm Tushar Dal a versatile graphic designer with a passion for creating compelling visual content I specialize in branding  more..

Piyush

Mobile: +91 9895490866
Location: Punjab, Online (Austin)
Qualification: B.Tech CSE

Experience: I am using React Js library to design the UI components and Tailwind CSS for styling the components   more..

Merapala

Mobile: +91 91884 77559
Location: Telangana, Online (Austin)
Qualification: Degree

Experience: I have good knowledge of It skills core Java Manual automation testing i have good communication skills and communicate group  more..

Shaikh

Mobile: +91 98474 90866
Location: Gujarat, Online (Austin)
Qualification: B. E in Electrical Engineering

Experience: Electrical engineering React js development Html css JavaScript WordPress  more..

Palvi

Mobile: +91 9895490866
Location: Jalandhar, Online (Austin)
Qualification: bachelors

Experience: python django sql html css js python data science artificial intelligence machine learning| Application for Python Data Science Machine Learning  more..

Yusuf

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

Experience: I have 9 months experience & i done some project on flutter flow which also i have a 3 year  more..

Karthikeyan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Austin)
Qualification: B.tech IT

Experience: Karthikeyan S is a focused fresher with proficiency in Python SQL JavaScript and React complemented by a systematic approach and  more..

shrabani

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

Experience: Manual testing 4 yearsApplication for Software Testing  more..

ESWARAPRASADREDDY

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Austin)
Qualification: Btech

Experience: Manual testing Automation testing Sql Core java |   more..

Mustafa

Mobile: +91 98474 90866
Location: Indore, Online (Austin)
Qualification: B.C.A

Experience: I have 2 year of experience Skills: React js node js express mongodb and angular  more..

Vinod

Mobile: +91 8301010866
Location: Karnataka, Online (Austin)
Qualification: BCA

Experience: Skills: Manual testing Smoke testing functional testing regression testing automation testing writing test scenarios and test cases exp in finding  more..

Ashika

Mobile: +91 9446600368
Location: Calicut, Online (Austin)
Qualification: Bsc computer science

Experience: l am a fresher I studied software testing course both automation and manual   more..

Jeevitha

Mobile: +91 91884 77559
Location: Telangana, Online (Austin)
Qualification: Mtech

Experience: SDLC STLC Software Functional testing api postman mobile testing ios Android devices knowledge on automation testing java with selenium |  more..

Prashant

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Austin)
Qualification: M. Com B. Ed

Experience:  Planning and preparing courses and lessons Maintaining up to date subject knowledge related to CBSE preparation for Classes 11th  more..

Prabhat

Mobile: +91 91884 77559
Location: Haryana, Online (Austin)
Qualification: B.tech

Experience: python django flask api integration scrapping  more..

Ankita

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: Masters in information technology

Experience: Skills : -> flutter dart firebase authentication firestore database sqllite firebase curd operations java html5 css3 bootstrap 5 sql server  more..

Shefeena

Mobile: +91 8301010866
Location: Aluva, Online (Austin)
Qualification: B.tech IT

Experience: 2 n half years experience in python djangoApplication for Python Django  more..

Sahil

Mobile: +91 9895490866
Location: Pune, Online (Austin)
Qualification: B.com graduate

Experience: • I have an experience of working in HCM (Human Capital Market) and CRM (Customer Responsibility Management) domain projects •  more..

Vishaal

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Austin)
Qualification: B.Tech/IT

Experience: Deployed the Elastic Load Balancer configured HTTPS certificates and managed scalable & highly available systems on AWS Superintended production applications  more..

Nimitha

Mobile: +91 9895490866
Location: Kannur, Online (Austin)
Qualification: B tech

Experience: Software testing  more..

ganga

Mobile: +91 9446600368
Location: Chhattisgarh, Online (Austin)
Qualification: BE in mechanicl

Experience: Skills: Design Detailing: Expertise in creating detailed drawings for both Pre-Engineered Buildings (PEB) and Transmission Line Towers ensuring accuracy in  more..

Jishnu

Mobile: +91 98474 90866
Location: Kolkata, Online (Austin)
Qualification: Pursuing BCA

Experience: As a Freelancer I had designed UI and Graphical design for many clients 3: Video Editing Via premier pro 2:  more..

Ankita

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

Experience: Wordpress Bootestrap Html Css Javscript php  more..

Akshay

Mobile: +91 89210 61945
Location: Latur, Online (Austin)
Qualification: B.E. E&TC

Experience: I have worked as a senior digital marketing executive which taught me a lot about me I'm slow at learning  more..

ALLAPARTHI

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

Experience: Manual testing SQL Html Css  more..

Ramalakshmi

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

Experience: I Have 1 year experience in Manual testing | Resume for   more..

Dhruv

Mobile: +91 9895490866
Location: Gujarat, Online (Austin)
Qualification: M.tech

Experience: -1 year of experience as a cyber security analyst -Conduct comprehensive penetration tests on a variety of systems applications and  more..

vidisha

Mobile: +91 8301010866
Location: Gujarat, Online (Austin)
Qualification: Mca

Experience: I have completed front end developer training at 2022 I am fresher   more..

Ravi

Mobile: +91 91884 77559
Location: Prayagraj, Online (Austin)
Qualification: Post graduation diploma in journalism and visual communication

Experience: Graphic designing and animation and ui design | Resume for   more..

Athira

Mobile: +91 91884 77559
Location: kakkanad, Online (Austin)
Qualification: postgraduate

Experience: 2- years flutter developer Flutter dart getx map integration hive local db  more..

Rizwan

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

Experience: As a Data Analyst with 2 years of experience I have a strong foundation in data analysis visualization and interpretation  more..

Varun

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

Experience: Html css javascript bootstrap web development python sql database  more..

Aazad

Mobile: +91 9895490866
Location: Maharashtra, Online (Austin)
Qualification: B.A

Experience: I currently work as a frontend developer where my responsibility is to create Responsive HTML layouts based on the designs  more..

Sushant

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

Experience: I am skilled with graphic design Uiux and its applications includes Figma illustrator and canva Also skilled in video editing  more..

meenakshi

Mobile: +91 91884 77559
Location: Delhi, Online (Austin)
Qualification: Mtech

Experience: Functional Regression smoke adhoc Integration compatibility & automation testing  more..

Akshay

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Austin)
Qualification: BE Mechanical Engineering

Experience: I had completed Core Java and python programming courses Also completed web development technologies such as Html Css Javascript jQuery  more..

Varghese

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

Experience: I am fresher and studied well about networking and i will do my best for the employer development  more..

Ashna

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

Experience: Programming skills software testing manual and automation  more..

Rakhi

Mobile: +91 98474 90866
Location: Kollam, Online (Austin)
Qualification: Mca

Experience: Software testing intern   more..

Pooja

Mobile: +91 89210 61945
Location: Pune, Online (Austin)
Qualification: B.com

Experience: I completed python courseApplication for Python Django  more..

Rosilda

Mobile: +91 98474 90866
Location: Tamil Nadu, Online (Austin)
Qualification: MCA

Experience: Manual testing Java oops concept Automation testing Web testing Selenium web driver |   more..

Komal

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

Experience: Manual Testing Automation testing Java HTML CSS Experince:Fresher | Resume for   more..

Arun

Mobile: +91 89210 61945
Location: Pune, Online (Austin)
Qualification: bsc it

Experience: Exp : 1 6yrs in react js redux Current CTC : 5 LPA Expected CTC : 6 5 LPA  more..

Abhishek

Mobile: +91 9446600368
Location: Noida, Online (Austin)
Qualification: B.tech

Experience: I have 2 years experience in Manual testing and website security department and I have knowledge of website development |  more..

Suraj

Mobile: +91 91884 77559
Location: Mumbai, Online (Austin)
Qualification: Bsc information technology

Experience: Fortinet firewall CCNA  more..

PALAK

Mobile: +91 91884 77559
Location: Maharashtra, Online (Austin)
Qualification: BTech in computer science

Experience: I have experience about C++ java python machine learning and more Critical thinking strong interaction with others   more..

chandrasekharreddy

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

Experience: Manual testing QA analyst jenkins SQL Jira and ALM tool with 4+ years experience in Tcs with BFSI domain |  more..

Madhu

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

Experience: I hold 1 year of experience in the field Python development & also have knowledge in Artificial intelligence and Machine  more..

Arun

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Austin)
Qualification: MBA

Experience: Manual testing SQL Agile Jira-4 3 Years Selenium Java- Beginner |   more..

Ankita

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

Experience: Java SQL python machine learning Application for Content Writer  more..

Manoj

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

Experience: Dear Hiring Manager I' m Manoj Kumar an expert technical content writer copywriter My exceptional command of the English language  more..

Trupti

Mobile: +91 91884 77559
Location: Borivali, Online (Austin)
Qualification: Master Diploma in Interior design

Experience: I have 5 years experience in interior design And i am expert in autocad I already teach teach so many  more..

Kaustubh

Mobile: +91 91884 77559
Location: Mumbai, Online (Austin)
Qualification: Diploma

Experience: Hi My name is Kaustubh mhaskar and I'm looking for opportunity to work as software Tester I Completed the 3  more..

MUHAMMED

Mobile: +91 8301010866
Location: Kerala, Online (Austin)
Qualification: BCA

Experience: Flutter development UI design Integration with Firestore and Firebase Bloc Architecture Provider Architecture Git version control App testing and optimization  more..

Mohana

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

Experience: Hi i have 2 years experience in flutter developer |   more..

Priyanka

Mobile: +91 91884 77559
Location: Chennai, Online (Austin)
Qualification: MBA

Experience: Content developer | Resume for   more..

balaji

Mobile: +91 91884 77559
Location: Pune, Online (Austin)
Qualification: mca

Experience: python django html css mysql git pandas numpy | Resume for   more..

Priya

Mobile: +91 8301010866
Location: Rajasthan, Online (Austin)
Qualification: BCA, MCA

Experience: I have a good knowledge of graphics designing and have a good technique in Canva I also have skills of  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