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 Nowra

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

  • 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 Nowra
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. 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. 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. 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. 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. There are numerous reasons why you should take this course. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. Cleaning and validating data to ensure that it is accurate and consistent. Effectively analyze both organized and unstructured data Create strategies to address company issues.

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

Saud

Mobile: +91 98474 90866
Location: Maharashtra, Online (Nowra)
Qualification: Graduate

Experience: "I am dedicated to ensuring the highest quality in our software products and take pride in delivering exceptional results for  more..

Ramya

Mobile: +91 89210 61945
Location: Karnataka, Online (Nowra)
Qualification: B E

Experience: Highly accomplished Agile Project Manager with over 15 years of experience in managing complex QA programs delivering user acceptance testing  more..

Take

Mobile: +91 98474 90866
Location: Maharashtra, Online (Nowra)
Qualification: Bachelor degree

Experience: I'm fresher Full stack developer course is complete Backend language is python django |   more..

Radha

Mobile: +91 9446600368
Location: Nagpur, Online (Nowra)
Qualification: Electrical engineering

Experience: Manual testing automation testing core java | Resume for   more..

Shree

Mobile: +91 89210 61945
Location: Uttar Pradesh, Online (Nowra)
Qualification: Mca

Experience: Hello ma'am sir My name is shree prakash pandey I belong to robertsganj sonbhadra I have completed MCA from integral  more..

pratiksha

Mobile: +91 91884 77559
Location: bangalore, Online (Nowra)
Qualification: m.sc

Experience: python sql django java Application for Python Django  more..

AKash

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Nowra)
Qualification: B.Tech in CSE-AI/ML

Experience: I am Akash Meruva currently pursuing a Computer Science degree at SRM University AP I am specialized in the exciting  more..

puja

Mobile: +91 8301010866
Location: Maharashtra, Online (Nowra)
Qualification: B.Tech

Experience: I have 4 year experience in manual testing Mobile app testing API testing Automation Testing   more..

Bhagyesh

Mobile: +91 9895490866
Location: Surat, Online (Nowra)
Qualification: M.C.A

Experience: Manual testing and bug reporting | Resume for   more..

Abhishek

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Nowra)
Qualification: B.tech(computer science)

Experience: I have knowledge of fullstack web development python and c language also in my work I have 1 year experience  more..

Jafar

Mobile: +91 98474 90866
Location: Thrissur , Online (Nowra)
Qualification: BCA

Experience: I did internship 6months in python my skills SQLite Html django java script iam learn to technologies quick learner Application  more..

Nisha

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Nowra)
Qualification: Graduated

Experience: Programming language:- c++ python Database management:- SQL Web development:- html css js (frontend)  more..

Mahesh

Mobile: +91 9895490866
Location: Pune, Online (Nowra)
Qualification: B.E

Experience: Manual Testing Automation Testing Testng Sql Core Java Api testing Web technologyApplication for Software Testing  more..

Aman

Mobile: +91 9895490866
Location: Uttar Pradesh, Online (Nowra)
Qualification: B.tech

Experience: Hi I'm Aman Maurya a versatile web developer proficient in HTML CSS JS ReactJS C++ and C With a proven  more..

Nikhil

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

Experience: MySQL python snowflake python framework git GitHub debugging dbt AWS  more..

Gopika

Mobile: +91 9446600368
Location: Kerala, Online (Nowra)
Qualification: Btech in Computer Science and Engineering

Experience: Software testing manual testing test case preparation Bug report preparation sdlc STLC  more..

Snigdha

Mobile: +91 91884 77559
Location: West Bengal, Online (Nowra)
Qualification: M.Sc in Applied Mathematics

Experience: C programming python MS office Excel PowerPoint  more..

Mohit

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

Experience: I am a highly skilled and experienced UI UX designer front-end web developer and project manager with over 5 years  more..

Divya

Mobile: +91 9895490866
Location: Mumbai, Online (Nowra)
Qualification: BE

Experience: I am a recent graduate excited about the opportunity to work at your company I am writing to inquire about  more..

Mujahid

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Nowra)
Qualification: BACHELOR OF ARTS

Experience: Hi Here i attached my updated resume and some designs I am writing to express my interest in the Senior  more..

Ella

Mobile: +91 89210 61945
Location: Telangana, Online (Nowra)
Qualification: diploma

Experience: selenium webdriver API testing  more..

Anjali

Mobile: +91 9446600368
Location: Aurangabad , Online (Nowra)
Qualification: B.Tech.

Experience: C programming python Java   more..

Jinumol

Mobile: +91 9895490866
Location: Alappuzha, Online (Nowra)
Qualification: MCA

Experience: Completed software testing internship it includes manual and automation testing   more..

ashwin

Mobile: +91 98474 90866
Location: Karnataka, Online (Nowra)
Qualification: BSC

Experience: Typography layout and color theory Branding Power point Presentation Social Media design Print Design Photography Digital Marketing Video Editing  more..

Labina

Mobile: +91 9895490866
Location: Pune, Online (Nowra)
Qualification: Graduate

Experience: In my 3-month training I soaked up everything about software testing I've got the skills the know-how and the enthusiasm  more..

Ritam

Mobile: +91 9895490866
Location: West Bengal, Online (Nowra)
Qualification: B. Tech

Experience: 5 years in IT operations: team management Azure Intune firewall Office 365 AWS NAS project management   more..

Robin

Mobile: +91 9446600368
Location: Mohali , Online (Nowra)
Qualification: Btech

Experience: Complete on page and off page GMB Listing managing cold emailing experience technical seo   more..

Rhushabh

Mobile: +91 91884 77559
Location: Sangli, Maharashtra, Online (Nowra)
Qualification: Btech

Experience: 2 year experience in Suyesh group of industries ltd Kupwad as jr design engineer  more..

Amit

Mobile: +91 8301010866
Location: Lucknow, Online (Nowra)
Qualification: Mca

Experience: React node mongodb angular  more..

Linkan

Mobile: +91 89210 61945
Location: Amravati, Online (Nowra)
Qualification: M.E

Experience: Manual testing Automation Testing API Testing SQL  more..

krushi

Mobile: +91 8301010866
Location: Gujarat, Online (Nowra)
Qualification: mca

Experience: 6 months in amisys software experience android developer use in Java php MySQL postman xampp  more..

Shariar

Mobile: +91 89210 61945
Location: West Bengal, Online (Nowra)
Qualification: B.Tech Under Graduate

Experience: 1 Over 6 years of experience in graphic design 2 Expert in adobe creative suite (Illustrator Photoshop Xd) 3 UI  more..

Nutan

Mobile: +91 9446600368
Location: Pune, Online (Nowra)
Qualification: B. E

Experience: I am graduate in E C stream Having certification in Manual testing And also having around 2 years of experience  more..

Nivedya

Mobile: +91 98474 90866
Location: kerala, Online (Nowra)
Qualification: btech computer science

Experience: I submit this application to express my sincere interest in the MEAN STACK developer position I am confident that I  more..

Sanjay

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

Experience: Skills Flutter Firebase GetX Bloc Provider I have 3 Plus years of experience with the flutter development   more..

Mohini

Mobile: +91 9446600368
Location: Delhi, Online (Nowra)
Qualification: graduated

Experience: UI UX designer skilled in Figma Adobe XD user research wireframing prototyping interaction design front-end basics collaboration and staying updated  more..

Piyush

Mobile: +91 98474 90866
Location: Jharkhand, Online (Nowra)
Qualification: Btech

Experience: I'm a passionate 3rd-year Computer Science Engineering student at VIT Vellore where I've been immersing myself in the world of  more..

YELURI

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Nowra)
Qualification: BTech In Computer Science and engineering

Experience: 1 Computer networking 2 Programming : Java and C 3 Worked as an intern at AKATI Securities from Dec-2023 to  more..

Nivea

Mobile: +91 9895490866
Location: Punjab, Online (Nowra)
Qualification: Post Graduation

Experience: I have a strong background in educational management language proficiency training and content creation My skills include effective team management  more..

Darshana

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Nowra)
Qualification: MSc

Experience: Created thesis during my msc project using seo tools   more..

shibin

Mobile: +91 89210 61945
Location: ernakulam, Online (Nowra)
Qualification: BCA

Experience: python intership from one team solutionApplication for Python Django  more..

Niharika

Mobile: +91 91884 77559
Location: Telangana, Online (Nowra)
Qualification: Btech

Experience: Java c python c++ html css   more..

Nandhakumar

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

Experience: Python HTML and css cloud devops computer networking  more..

Aarti

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nowra)
Qualification: Bachelor's in animation, design & VFX

Experience: Creative and versatile graphic designer with 4 years of design experience including 1 year of professional work Proficient in Illustrator  more..

Nithya

Mobile: +91 98474 90866
Location: Coimbatore, Online (Nowra)
Qualification: M.sc computer science

Experience: Java SQL selenium automation and manual testing | Resume for Application for Software Testing  more..

Ajay

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Nowra)
Qualification: B.Tech

Experience: I am a seasoned designer developer marketer with 9 years of experience Skilled in graphic design web development and Digital  more..

Sameer

Mobile: +91 89210 61945
Location: Maharashtra, Online (Nowra)
Qualification: Pursuing Bachelor's in computer science

Experience: I have a good understanding and experience in python programming I have a strong command over Flask Django Html css  more..

renoldakash

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Nowra)
Qualification: BCA

Experience: I have good in html css and java script I kown python and django framwork and bootstrap the above componts  more..

Inshika

Mobile: +91 9895490866
Location: Rajasthan, Online (Nowra)
Qualification: B. Tech. In Computer science

Experience: I have worked in manual software testing I have made test cases for various project I have knowledge in theory  more..

DIVYA

Mobile: +91 91884 77559
Location: Andhra Pradesh, Online (Nowra)
Qualification: Mechanical Engineering

Experience: 1 Proficient in AutoCAD for 2D and 3D modeling drafting and design 2• Anysis 3 QGIS  more..

Vyankatesh

Mobile: +91 89210 61945
Location: Maharashtra, Online (Nowra)
Qualification: BE

Experience: I have around 2 4+ years of experience in the Banking domain I have worked on different skills Manual Testing  more..

Duvvuru

Mobile: +91 9446600368
Location: Nellore, Online (Nowra)
Qualification: B.TECH

Experience: Web developer  more..

Vanshaj

Mobile: +91 8301010866
Location: Delhi, Online (Nowra)
Qualification: Btech CSE

Experience: Hi I am Vanshaj Sharma I have been working with Flutter Firebase Postman GitHub Jira Notion AWS etc for more  more..

Akash

Mobile: +91 91884 77559
Location: Gwalior, Online (Nowra)
Qualification: Btech

Experience: Learning python and power-Bi  more..

Abhay

Mobile: +91 9895490866
Location: Jaipur, Rajasthan, Online (Nowra)
Qualification: BCA CyberSecurity

Experience: In my previous role at a FinTech company I led the development of a customized project management tool like Jira  more..

Aditi

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Nowra)
Qualification: Mtech

Experience: Experience in manual testing api testing and sql  more..

Mrunal

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

Experience: Skilled in digital marketing SEO PPC social media ads graphic design video marketing and email marketing Experienced in cross-selling market  more..

Allen

Mobile: +91 8301010866
Location: Kerala, Online (Nowra)
Qualification: BTECH Computer Science

Experience: Flutter(Intermediate)- Developed web apps and mobile apps Python(Intermediate)-created Ai software Flask Api(Beginner)-integrated python software with flutter Firebase (Beginner)-developed database for  more..

Nithin

Mobile: +91 91884 77559
Location: Kerala, Online (Nowra)
Qualification: B.E in Computer Science And Engineering

Experience: Skilled Flutter developer with nearly 3 years of experience in building and deploying cross-platform mobile applications Proficient in state management  more..

Muhammed

Mobile: +91 91884 77559
Location: Maharashtra, Online (Nowra)
Qualification: Bsc computer science

Experience: python django react js redux DRF Docker aws  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 nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra
Internship/projects in nowra

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer