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 Navan

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

  • 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 Navan
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. 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. . 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. There are numerous reasons why you should take this course. You'll have a personal mentor who will keep track of your development. Experts provide immersive online instructor-led seminars. 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. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science.

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

Tushar

Mobile: +91 89210 61945
Location: IDPL aphb colony near Kali Mandir Hyderabad Telangana, Online (Navan)
Qualification: B tech,computer science and technology

Experience: Core java Automation testing manual testing cucumber Jenkins SQL | Resume for   more..

Ravi

Mobile: +91 8301010866
Location: Ahmedabad , Online (Navan)
Qualification: B.E. computer engineering

Experience: 2 years of experience in frontend development and 1 year as full stack (MERN) developer   more..

sudip

Mobile: +91 98474 90866
Location: Assam, Online (Navan)
Qualification: BCA(COMPUTER HARDWARE NETWORKING)

Experience: Computer hardware networking Arround 12 years |   more..

Shrinidhi

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

Experience: experience in testing skills are manual testing regression testing functional testing  more..

Jinumol

Mobile: +91 98474 90866
Location: Alappuzha, Online (Navan)
Qualification: MCA

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

Kanika

Mobile: +91 98474 90866
Location: Haryana, Online (Navan)
Qualification: Diploma

Experience: 1 year of experience in furniture design and interior design |   more..

sharlee

Mobile: +91 9446600368
Location: Assam, Online (Navan)
Qualification: MCA

Experience: ms word ms office ms excel programming languages powerpo  more..

Akhila

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

Experience: Trained in CCNA Academic projects are of from networking Project on firewall migration process Database management  more..

Kshitija

Mobile: +91 89210 61945
Location: Maharashtra, Online (Navan)
Qualification: Graduate

Experience: Dear Hiring Manager With over 1 6 years of experience in crafting intuitive and engaging user experiences I am writing  more..

Soumik

Mobile: +91 9446600368
Location: West Bengal, Online (Navan)
Qualification: B.tech

Experience: aws azure devops cicd ansible terraform python shell docker kubernetes git prometheus grafana  more..

Rahul

Mobile: +91 89210 61945
Location: Indore, Online (Navan)
Qualification: Diploma

Experience: Hardware networking and software  more..

Sandip

Mobile: +91 9446600368
Location: Banglore , Online (Navan)
Qualification: Mca

Experience: C and cop Core java android flutter   more..

Ayushi

Mobile: +91 98474 90866
Location: Gujarat, Online (Navan)
Qualification: Be

Experience: I am experienced python developer and I worked with python framework such as django flask to develop high performance backend  more..

VIVEK

Mobile: +91 8301010866
Location: Bihar, Online (Navan)
Qualification: B.Arch

Experience: Architect with 6+ years of experience preparing working drawings Skilled at performing design calculations and proficient in AutoCAD Sketch-up Lumion  more..

Rucha

Mobile: +91 91884 77559
Location: Maharashtra, Online (Navan)
Qualification: Bsc. Interior designing

Experience: Experienced interior designer with a passion for creating beautiful and functional spaces Skilled in incorporating Vastu Shastra principles to promote  more..

Sneha

Mobile: +91 91884 77559
Location: Kerala, Online (Navan)
Qualification: BSc

Experience: Skill-problem solving programming  more..

Yogesh

Mobile: +91 8301010866
Location: Madhya Pradesh, Online (Navan)
Qualification: B-Tech

Experience: I complete a one month internship in freaky diode and also i have good knowledge of python and Django  more..

Mohammed

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (Navan)
Qualification: M. A. Islamic studies

Experience: SKILLS • Canva • Macros • Microsoft Office • Autocrat • ChatGPT • Sap ERP EXPERIENCE Arabic Language Expert Mar  more..

Anita

Mobile: +91 8301010866
Location: Kannur , kerala, Online (Navan)
Qualification: B.SC

Experience: I have 6 months of internship experience in python DjangoApplication for Python Django  more..

Anil

Mobile: +91 9446600368
Location: Karnataka, Online (Navan)
Qualification: BE mechanical Engeneering

Experience: I hava completed software testing cource I have good knowledge on functional testing integration testing system testing regrassion tessting smoke  more..

Sainath

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

Experience: AWS Linux python MySQL Git GitHub Docker Ansible Terraform Chef Jenkins Kubernetes etc   more..

Mahesh

Mobile: +91 91884 77559
Location: Maharashtra, Online (Navan)
Qualification: Bachelor's of Technology

Experience: Figma Prototyping Wireframing Icons design Style guide User persona Color theory Mockups Site maping User maping  more..

Sakshi

Mobile: +91 91884 77559
Location: Thane, Online (Navan)
Qualification: Bsc IT

Experience: Html css bootstrap python sql  more..

Priya

Mobile: +91 89210 61945
Location: Pune , Online (Navan)
Qualification: BE

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

Najila.k

Mobile: +91 9446600368
Location: Kerala, Online (Navan)
Qualification: Bsc computer science

Experience: Iam complter Bsc computer science Then currently iam done the course python django and Mttc course   more..

Prajyoti

Mobile: +91 91884 77559
Location: Mumbai, Online (Navan)
Qualification: MBA advertising and Media, Non linear video eddy in Final cut pro, Adobe premier

Experience: Dear Sir Madam Greetings of the Day! I am writing to express my keen interest in the Creative Director and  more..

tanvi

Mobile: +91 98474 90866
Location: Delhi, Online (Navan)
Qualification: btech

Experience: Extensively for around 4+ years worked in Quality Assurance Working in Performance Testing Software Testing and Quality Control experience in  more..

Reshu

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (Navan)
Qualification: MCA

Experience: Python developer I have knowledge in python django SQL html CSS  more..

Shankar

Mobile: +91 8301010866
Location: Bihar, Online (Navan)
Qualification: BCA

Experience: Currently I am doing Java full stack development training in qspider gurgaon and I am about Oracle SQL Java HTML  more..

Pallavi

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

Experience: I am working as an QA in Shapoorji Pallonji Finance and have 1 year 6 months of experience in Manual  more..

Nithin

Mobile: +91 91884 77559
Location: hyderabad, Online (Navan)
Qualification: degree

Experience: 2 yeras experience in security analyst Network Security Security Tools : Nmap Wireshark Visual StudiCode Nessus Operating systems : Windows  more..

Kannniyappan

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Navan)
Qualification: BCA

Experience: net angular js SQL server web api mongodb  more..

Ankit

Mobile: +91 91884 77559
Location: Wardha, Online (Navan)
Qualification: Civil engineering, software testing course

Experience: Knowledge of Java software testing automation framework postman API SQL framework | Resume for   more..

Utsav

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Navan)
Qualification: B.tech in Computer Science and Engineering

Experience: I possess proficiency in Python HTML CSS Django Flask React SQL and DBMS With Python I excel in versatile scripting  more..

Lokesh

Mobile: +91 91884 77559
Location: Odisha, Online (Navan)
Qualification: B.A

Experience: manual testing SDLC STLC black box testing white box testing  more..

Pooja

Mobile: +91 9895490866
Location: Telangana, Online (Navan)
Qualification: Btec

Experience: As a fresher I can adopt to the things easily and learn quickly As of now I have good training  more..

Lavanya

Mobile: +91 91884 77559
Location: Hosur, Online (Navan)
Qualification: 12th

Experience: python Ms - Office Ms -powerpiont  more..

Chitimelly

Mobile: +91 89210 61945
Location: Telangana, Online (Navan)
Qualification: B.tech

Experience: I am good at python programming c programming SQL and machine learning  more..

Arnijit

Mobile: +91 89210 61945
Location: West Bengal, Online (Navan)
Qualification: Bachelors of Design

Experience: I have experience working with Adobe Creative Suite Sketch and Figma and enjoy exploring new design trends and techniques My  more..

Sourav

Mobile: +91 91884 77559
Location: chapra, Online (Navan)
Qualification: Btech cse

Experience: python c++ data structures algorithms django javascriptApplication for Python Django  more..

Rimee

Mobile: +91 91884 77559
Location: Jharkhand, Online (Navan)
Qualification: M. Sc. (Zoology)

Experience: I am a Zoology graduate I have also completed my Masters in Education (M Sc) with the same subject with  more..

Chauhan

Mobile: +91 98474 90866
Location: indore , Online (Navan)
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..

Laxmi

Mobile: +91 89210 61945
Location: Maharashtra, Online (Navan)
Qualification: Bsc computer science

Experience: Having good knowledge of test cases and manual testing |   more..

Parwez

Mobile: +91 91884 77559
Location: Bhiwandi Maharashtra, Online (Navan)
Qualification: BCA

Experience: I have 1 8 Years of experience using python and djangoApplication for Python Django  more..

Manjiri

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

Experience: 4 Years experience in Web designing and development  more..

Nihank

Mobile: +91 9895490866
Location: Telangana, Online (Navan)
Qualification: b.tech in computer science

Experience: I'M Nihank passionate about creating user-centered designs that not only look stunning but also deliver exceptional user experiences With a  more..

Avuku

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

Experience: Java SQL HTML and CSS manual testing Linux commands basics of javascript angular js  more..

Sumit

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Navan)
Qualification: Bachelor of Technology

Experience: Manual Testing - Test Script Execution of different types of testing wiz Smoke Sanity Regression Functional and more Mobile Application  more..

ARYA

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

Experience: • Managing and Maintaining Backup of Cisco Routers and Switches • Configuring and troubleshooting RIP EIGRP OSPF BGP • Switching  more..

Madhu

Mobile: +91 91884 77559
Location: Telangana, Online (Navan)
Qualification: bsc

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

Astha

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Navan)
Qualification: Masters in Computer Application

Experience: Business development Sales Counselling Consultation Analysis Ms-Excel  more..

Rohit

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

Experience: Knowledge of java programming language As will as SQL Database (Fresher)  more..

PALLAVI

Mobile: +91 91884 77559
Location: Karnataka, Online (Navan)
Qualification: B.E(CSE)

Experience: Selenium Java Involved in creating automation scripts to automate real estate web application Regression testing |   more..

VAISHAALI

Mobile: +91 9446600368
Location: Hyderabad, Online (Navan)
Qualification: Bachelor of performing arts

Experience: Advanced social media marketing and programming skills Professional Video audio editing skills Content writing and developing skills   more..

Mahesh

Mobile: +91 98474 90866
Location: Hyderabad, Online (Navan)
Qualification: B tech

Experience: Automation Testing selenium with java manual testing functional testing Api testing rest assured jira | Resume for Application for Software  more..

Piya

Mobile: +91 89210 61945
Location: West Bengal, Online (Navan)
Qualification: Graduate

Experience: I have knowledge in creative graphic design  more..

Fathima

Mobile: +91 91884 77559
Location: Kerala, Online (Navan)
Qualification: Diploma in graphic design and digital marketing

Experience: * I have 2 years experience in graphic design * Photoshop * illustrator * premier pro  more..

Abinaya

Mobile: +91 9446600368
Location: Tamil Nadu, Online (Navan)
Qualification: B E

Experience: I worked in IT in learning and development sector which involves creating learning plan training content creation and assessment creation  more..

nimagalu

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

Experience: javascript react js html css  more..

Livin

Mobile: +91 98474 90866
Location: Kerala, Online (Navan)
Qualification: B.A Animation & Graphic Design

Experience: With my 2 years of agency experience and expertise in brand design and creative visualization I’m well-equipped to contribute effectively  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 navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan
Internship/projects in navan

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer