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 Saar

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

  • 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 Saar
Data Science Identify and collect data from data sources. 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 Saar. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. Effectively analyze both organized and unstructured data Create strategies to address company issues. Experts provide immersive online instructor-led seminars. 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. To find trends and patterns, use algorithms and modules. You'll have a personal mentor who will keep track of your development. 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.

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

HARIPRIYA

Mobile: +91 91884 77559
Location: kollam,kottarakkara, Online (Saar)
Qualification: diploma

Experience: full stack in python django html&css javascript angular mysql webpage develepor webpage designingApplication for Python Django  more..

NISHA

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

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

Divya

Mobile: +91 89210 61945
Location: Kerala, Online (Saar)
Qualification: Bsc in mathematics, B.Ed

Experience: I have strong mathematical knowledge I'm a quick learner effective communication skills patience adaptability to different learning styles the ability  more..

NITIN

Mobile: +91 9446600368
Location: Jharkhand, Online (Saar)
Qualification: B.tech

Experience: express js C++ Python sql php Dart Technology: SAP ABAP SAP Fiori SAP RAP SAP PP Flutter Firebase Rest Api  more..

Devi

Mobile: +91 9895490866
Location: Tamil Nadu, Online (Saar)
Qualification: bachelors degree

Experience: core java selenium automation testing manual testing |   more..

Deepak

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

Experience: Agile Scrum Api testing postman Mysql Html CSS Manual Testing Jira | Resume for   more..

Anishkumar

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Saar)
Qualification: B.E. Mechanical engineeer

Experience: Responsible for planning designing and implementing test manual for customized software products Generated manual test scripts using selenium web driver  more..

Abhishek

Mobile: +91 98474 90866
Location: Odisha, Online (Saar)
Qualification: B. Tech

Experience: Html css javascript react js  more..

SURINDER

Mobile: +91 9446600368
Location: Punjab, Online (Saar)
Qualification: Bachelor of computer application

Experience: Experience: 3 years Skills: python django MySQL Mongodb JavaScript html css postgrase solar docker django CMS Web scraping  more..

NIVEDHA

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Saar)
Qualification: BE/ECE

Experience: Skilss : Manual testing Regression testing GUI testing smoke testing integration testing SDLC STLC Test management tools : JIRA and  more..

Pradeep

Mobile: +91 8301010866
Location: Telangana, Online (Saar)
Qualification: MSC

Experience: Overall 17+ years of total experience in software testing and expertise in Functional and Non-functional Testing areas including Automation Performance  more..

Preeti

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

Experience: Manual and automation testing with 11 years of experience  more..

Rekha

Mobile: +91 91884 77559
Location: West Bengal, Online (Saar)
Qualification: bachelor

Experience: python django html css mysql mongodb git github  more..

Pitta

Mobile: +91 8301010866
Location: Andhra Pradesh, Online (Saar)
Qualification: Btech

Experience: Hi this is Prasad Pitta I have 2 Years experience in Infosys as a System Engineer i have knowledge on  more..

Prajvali

Mobile: +91 98474 90866
Location: Maharashtra, Online (Saar)
Qualification: Bachelor's of Engineering

Experience: Embedded c python opss PCB Design  more..

Priyanka

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

Experience: have 7 months expreince as QA tester for manual and Automation testing Selenium Java knwoladge Test case writing Test planning  more..

Kunal

Mobile: +91 8301010866
Location: Maharashtra, Online (Saar)
Qualification: B E. ( Computer science)

Experience: I have used golang flutter MySQL firebase Integration in my current company and also know useful of it   more..

Shubham

Mobile: +91 91884 77559
Location: Himachal Pradesh, Online (Saar)
Qualification: Msc(maths) and B.Ed

Experience: My name is shubham I have done msc in mathematics and bachelor of education from HPU university I have one  more..

Aman

Mobile: +91 89210 61945
Location: bihar , Online (Saar)
Qualification: BE

Experience: beginner level experience in python and DjangoApplication for Python Django  more..

Arabinda

Mobile: +91 8301010866
Location: Bangalore, Online (Saar)
Qualification: BCA

Experience: Skills: JavaScript programming Library design CSS proficiency PHP proficiency Project Management HTML expertise Laravel NET development VBScript Microsoft ASP NET  more..

Abhinav

Mobile: +91 8301010866
Location: Hyderabad, Online (Saar)
Qualification: B tech

Experience: 2 8 years of industry experience in software testing with manual and automation using selenium java TestNG  more..

Shameena

Mobile: +91 89210 61945
Location: Edappal, Online (Saar)
Qualification: Btech Ec

Experience: Software testing manual Automation(selenium) jmeter  more..

S

Mobile: +91 91884 77559
Location: Chittoor AP, Online (Saar)
Qualification: Btech

Experience: Automation testing Python Selenium Loadrunner SQL Databases CloudApplication for Software Testing  more..

Nitu

Mobile: +91 8301010866
Location: Gujarat, Online (Saar)
Qualification: Bsc.IT

Experience: I have good knowledge about automation testing manual testing and database testing |   more..

Cheedipudi

Mobile: +91 9446600368
Location: Hyderabad, Online (Saar)
Qualification: Bsc

Experience: Skills: re testing regression testing identify defects test cases Experience: fresher | Resume for   more..

Ranjan

Mobile: +91 91884 77559
Location: Odisha, Online (Saar)
Qualification: MSCIT, JCHNA ,BA

Experience: Computer networking ip addressing system administrator  more..

Abdul

Mobile: +91 91884 77559
Location: malappuram, Online (Saar)
Qualification: bsc.computer science

Experience: i can design web perfectly   more..

Nidhin

Mobile: +91 8301010866
Location: Kocgu, Online (Saar)
Qualification: Degree

Experience: Php developer  more..

Yogita

Mobile: +91 9895490866
Location: Maharashtra, Online (Saar)
Qualification: Mtech

Experience: Functional testing non-functional testing smoke testing API testing Jira  more..

Kodam

Mobile: +91 89210 61945
Location: Hyderabad, Online (Saar)
Qualification: Mcom fa

Experience: Functionality testing Regression Testing retesting Blackbox testing ui testing  more..

Goutam

Mobile: +91 9895490866
Location: West Bengal, Online (Saar)
Qualification: Graduate

Experience: With 12 years of teaching experience I have dedicated my career to empowering students with essential skills in various domains  more..

Manish

Mobile: +91 89210 61945
Location: Mohali, Online (Saar)
Qualification: Bachelor's in mechanical engineering

Experience: Hello team I have experience of 2 5 years in Manual testing and I have done SDET from Bebo technology  more..

Vasanth

Mobile: +91 91884 77559
Location: Hyderabad, Online (Saar)
Qualification: Btech

Experience: python sql excel power biApplication for Python Django  more..

Partha

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

Experience: At DevOpsMonk you're likely gaining hands-on experience with AWS services such as deploying EC2 instances managing S3 buckets configuring VPCs  more..

Akshay

Mobile: +91 98474 90866
Location: Gujarat, Online (Saar)
Qualification: Diploma Mechanical engineer

Experience: 5 year Experience in Autocad design |   more..

ARAKANTI

Mobile: +91 9895490866
Location: Telangana, Online (Saar)
Qualification: Btech mechanical engineering

Experience: I have skills like python CFD AUTO CAD I am a fresher I am very eager to learn new things  more..

Aakriti

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Saar)
Qualification: Final year undergraduate (B.Tech)

Experience: I have done my training from Softpro India jn full stack web development using django Apart from this I am  more..

Shaik

Mobile: +91 89210 61945
Location: Andhra Pradesh, Online (Saar)
Qualification: MCA

Experience: Unit testing functional testing Non functional testing smoke Testing sanity testing alpha testing beta testing bugs tracking defect identify  more..

Kush

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

Experience: Hello I am a diploma last year student and I had done my journey with the machine learning and python  more..

Pooja

Mobile: +91 89210 61945
Location: Madhya Pradesh, Online (Saar)
Qualification: BTech

Experience: Skills- python django mysql Html CSS I have 6 month experience in python django   more..

Ansari

Mobile: +91 8301010866
Location: Maharashtra, Online (Saar)
Qualification: B.E Computer

Experience: Skills : WIX HTML CSS Javascript Experience: I have 3 years of experience as WIX developer |   more..

SUBHAM

Mobile: +91 8301010866
Location: West Bengal, Online (Saar)
Qualification: B.tech

Experience: 1 year work experience in cognizant technology solution' proficient in design Banner Poster leflets Facebook post by using Canva   more..

Chandru

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Saar)
Qualification: BE-MECHANICAL

Experience: Manual testing Automation testing-Selenium SQL |   more..

Anish

Mobile: +91 91884 77559
Location: Chennai, Online (Saar)
Qualification: BE(CSE)

Experience: Manual Testing Java jmeter selenium & Develop and execute test plans and test cases to ensure software meets customer requirements  more..

kavinkumar

Mobile: +91 9895490866
Location: pollachi , Online (Saar)
Qualification: B.Com CA

Experience: python Django HTML CSS javascript Application for Python Django  more..

Vasudevan

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (Saar)
Qualification: Bachelor of Engineering in Electronics and Communications

Experience: Subject: Application for Python Django Developer Dear Hiring Manager I am writing to express my interest in the Software Developer  more..

Ashish

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

Experience: Asp net net core sql Blazor weassembley asp net mvc  more..

Chirag

Mobile: +91 9895490866
Location: Gujarat, Online (Saar)
Qualification: B.E

Experience: I am python intern I have completed my 6 months internship in sparks to ideas I have knowledge of HTML  more..

Chandrika

Mobile: +91 9895490866
Location: Maharashtra, Online (Saar)
Qualification: B.E

Experience: 3 yrs of experience as software developer with skill sets of java spring boot  more..

Sheetal

Mobile: +91 91884 77559
Location: Maharashtra, Online (Saar)
Qualification: PG diploma in Graphic design

Experience: Working in design field for more than a decade |   more..

Nazly

Mobile: +91 9446600368
Location: Kerala, Online (Saar)
Qualification: BCA

Experience: Wordpress Woocommerce Html to Wordpress conversion Figma to elementor design Acf post type Theme customization |   more..

Vikash

Mobile: +91 89210 61945
Location: Bihar, Online (Saar)
Qualification: B.tech

Experience: I am an experienced wordpress developer seeking for new opportunity   more..

Kalikadevi

Mobile: +91 8301010866
Location: KOPPAL, Online (Saar)
Qualification: BE in EIE

Experience: Software testing life cycle Html cssApplication for Software Testing  more..

Dimple

Mobile: +91 98474 90866
Location: Khargone, Online (Saar)
Qualification:

Experience: I have 2 year of experience in wordpress developer Also I'm working as a freelancer | Resume for   more..

Shruti

Mobile: +91 9446600368
Location: Maharashtra, Online (Saar)
Qualification: B.E

Experience: Software Testing Manual testing JIRA Performance Testing SQL Defect Tracking & Reporting User login administration  more..

Md

Mobile: +91 98474 90866
Location: New Delhi, Online (Saar)
Qualification: Bcom hons

Experience: flutter dart restapi supabase  more..

ASWIN

Mobile: +91 89210 61945
Location: Kerala, Online (Saar)
Qualification: b tech in computer science

Experience: problem solving logical thinking problem solve using c and python  more..

Anjutj

Mobile: +91 89210 61945
Location: Kochi, Online (Saar)
Qualification: Btech

Experience: I have 5 year experience in asp Net MVC jauery mssql webapi ajax etc  more..

Ritam

Mobile: +91 98474 90866
Location: West Bengal, Online (Saar)
Qualification: B. Tech

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

santanu

Mobile: +91 91884 77559
Location: West Bengal, Online (Saar)
Qualification: Master degree

Experience: Content strategy development SEO optimisation Copyright and editing Research and analysis Social media manegement Brand voice consistency Content management system  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 saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar
Internship/projects in saar

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer