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 Kasaragod

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

  • 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 Kasaragod
Data Science Create data strategies with the help of team members and leaders. You'll have a personal mentor who will keep track of your development. 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 may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Kasaragod. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Cleaning and validating data to ensure that it is accurate and consistent. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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. 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.

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

kalkani

Mobile: +91 89210 61945
Location: Gujarat, Online (Kasaragod)
Qualification: B.E. E.C.

Experience: i have 6 + year experience in android and year experience in flutter  more..

vishnu

Mobile: +91 89210 61945
Location: Kollam, Online (Kasaragod)
Qualification: Bsc cyber forensic

Experience: No experience with skills like routing linux ethical hacking python java  more..

Saniya

Mobile: +91 98474 90866
Location: Karnataka, Online (Kasaragod)
Qualification: MCA

Experience: Core python Advance python Django Java operating system DBMS Machine Learning Data Science  more..

Vasu

Mobile: +91 89210 61945
Location: Bhopal, Online (Kasaragod)
Qualification: Bachelor of technology

Experience: python problem solving SQL web development NoSQLApplication for Python Django  more..

Gayatri

Mobile: +91 9446600368
Location: Maharashtra, Online (Kasaragod)
Qualification: Master of pharmacy(software testing course)

Experience: Manual testing jira agile methodology sql core java selenium api testing  more..

Ann

Mobile: +91 9446600368
Location: Kochi, Online (Kasaragod)
Qualification: Btech

Experience: 5 5 years of experience in seo content creation and digital marketing   more..

Aditya

Mobile: +91 89210 61945
Location: Punjab, Online (Kasaragod)
Qualification: B.Tech Computer science engineering

Experience: Enthusiastic and results-driven Graduate Web Developer with a proven track record in delivering high-quality website functionality and web application solutions  more..

Fahmi

Mobile: +91 9895490866
Location: Kerala, Online (Kasaragod)
Qualification: High School Graduate

Experience: As a college student with over three years of experience in graphic design and video editing I bring creativity proficiency  more..

Smrithi

Mobile: +91 98474 90866
Location: Kollam, Online (Kasaragod)
Qualification: MCA

Experience: I worked as tester in glozways pvt ltd company(2 yr) MS office C Cpp python html  more..

Prashant

Mobile: +91 9446600368
Location: Maharashtra, Online (Kasaragod)
Qualification: BCS

Experience: I recently discovered the Software Testing position in  your organization and I am enthusiastic about the opportunity I have been  more..

Poornima

Mobile: +91 9446600368
Location: Karnataka, Online (Kasaragod)
Qualification: B tech

Experience: python r programming data visualisation predictive analytics  more..

Richa

Mobile: +91 9446600368
Location: Madhya Pradesh, Online (Kasaragod)
Qualification: B.tech

Experience: Here’s a brief summary of my skills and experience: - **Natural Language Processing (NLP):** Expertise in text analysis summarization classification  more..

Ambati

Mobile: +91 8301010866
Location: Hyderabad, Online (Kasaragod)
Qualification: Bachelors Degree

Experience: HTML5 CSS JavaScript PHP Mysql WordPress Bootstrap angular js core java web Development  more..

Sandhya

Mobile: +91 8301010866
Location: Chandigarh, Online (Kasaragod)
Qualification: B.tech

Experience: Software developer and software testing |   more..

Jumana

Mobile: +91 8301010866
Location: Kerala, Online (Kasaragod)
Qualification: Masters in computer science

Experience: Web developer Online tutor  more..

Nipun

Mobile: +91 8301010866
Location: Uttar Pradesh, Online (Kasaragod)
Qualification: B.Tech

Experience: Proficient in Python development specializing in Django framework for web applications Skilled in MySQL database management for efficient data storage  more..

SARULATHA

Mobile: +91 91884 77559
Location: Chennai, Online (Kasaragod)
Qualification: BE Electronics And Communication Engineering

Experience: Manual testing Automation Testing Selenium Java Maven TestNG | Resume for   more..

ANAND

Mobile: +91 91884 77559
Location: Maharashtra, Online (Kasaragod)
Qualification: Bachelor of Engineering - Computer Engineering (Pursuing)

Experience: Digital Forensics Forensic tools - Autopsy Ftk Imager Microsoft Office Programming language (basics) - python C++ Artifact parsing (Windows Forensics)  more..

Kajal

Mobile: +91 91884 77559
Location: Gorakhpur Uttar pradesh, Online (Kasaragod)
Qualification: Mba and btech (it)

Experience: 3 5 years experience in management and get certification in python for beginners by Allison courses   more..

Sandipsinh

Mobile: +91 98474 90866
Location: Gujarat, Online (Kasaragod)
Qualification: BSCIT

Experience: Django python SQL HTML CSS Javascript login-authentication Experience:-1 month at Elitetech  more..

kandukuri

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

Experience: Good as web developer and knowledge on java programming and good spirtuality and team skills  more..

Madhu

Mobile: +91 8301010866
Location: Haryana, Online (Kasaragod)
Qualification: Bachelor's

Experience: I have strong foundation in visual communication and design principles Here are some key skills and experience: Skills: Software Proficiency:  more..

Swati

Mobile: +91 91884 77559
Location: Odisha, Online (Kasaragod)
Qualification: MSC BED

Experience: Chemistry Teacher: Lab experiments curriculum design student engagement subject expertise   more..

Deviyani

Mobile: +91 98474 90866
Location: Karnataka, Online (Kasaragod)
Qualification: BBM

Experience: Blogs articles writing is my strength while working with seo  more..

Priyanka

Mobile: +91 9446600368
Location: Assam, Online (Kasaragod)
Qualification: B.Com

Experience: My name is Priyanka Sinha and I have a diverse background in copywriting proofreading and client services My experience in  more..

abhijeet

Mobile: +91 91884 77559
Location: Bihar, Online (Kasaragod)
Qualification: B.tech

Experience: I am an engineering graduate turned passionate educator with a focus on revolutionizing the academic landscape through innovative teaching methodologies  more..

Harshad

Mobile: +91 8301010866
Location: KUDAL, Online (Kasaragod)
Qualification: B.E.(I.T)

Experience: python javascript CSS HTML MySQLApplication for Software Testing  more..

Muhammed

Mobile: +91 89210 61945
Location: Kadavanthara Kochi, Online (Kasaragod)
Qualification: BTech

Experience: Currently working as a python developer trainee I have knowledge in MS Office and speed typing I would like to  more..

Pallabi

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

Experience: 3 5+ years experience in qa domain Manual testing UI testing functional Testing Responsive testing Api testing automation testing selenium  more..

Kusha

Mobile: +91 98474 90866
Location: Karnataka, Online (Kasaragod)
Qualification: BTech

Experience: Manual testing automation testing selenium webdriver core java Sql Api testing html and css |   more..

Megha

Mobile: +91 89210 61945
Location: Alappey , Online (Kasaragod)
Qualification: Btech

Experience: I am having one year experience in software development I am familiar with technologies such as html css js Python  more..

Mandar

Mobile: +91 91884 77559
Location: Maharashtra, Online (Kasaragod)
Qualification: Graduate

Experience: Good type creative writing business development   more..

Akhil

Mobile: +91 91884 77559
Location: Telangana, Online (Kasaragod)
Qualification: B Tech

Experience: Hello all my skills is manual Testing and automation testing I don't have any experience in this role I am  more..

Ramesh

Mobile: +91 98474 90866
Location: Maharashtra, Online (Kasaragod)
Qualification: B.E.Electrical

Experience: Java selenium manual testing Api testin database testing  more..

Rohit

Mobile: +91 91884 77559
Location: Pune, Online (Kasaragod)
Qualification: BE

Experience: Java manual and automation testing  more..

Pratham

Mobile: +91 9446600368
Location: Delhi, Online (Kasaragod)
Qualification: Master in computer application in cyber security

Experience: Skills: - Networking - VAPT (Vulnerability Assessment and Penetration Testing) - Linux - Bug Bounty - Burp Suite - Offensive  more..

Mahendra

Mobile: +91 8301010866
Location: Pune, Online (Kasaragod)
Qualification: BE

Experience: 4 yrs of exp in manual as well as automation testing My skills are regression testing retesting sanity function and  more..

Ubaid

Mobile: +91 8301010866
Location: Delhi, Online (Kasaragod)
Qualification: B-Tech

Experience: 3 years experience of backend developer My skill set include Python Java Django spring-boot and MySQL | Resume for   more..

Ram

Mobile: +91 89210 61945
Location: Noida, Online (Kasaragod)
Qualification: B.tech

Experience: I have 2 year experience flutter developer and My skills is Dart programming language | Resume for   more..

Nitanjali

Mobile: +91 91884 77559
Location: Patna, Online (Kasaragod)
Qualification: B. Tech

Experience: Graphic design  more..

Ramadevi

Mobile: +91 9446600368
Location: Telangana, Online (Kasaragod)
Qualification: MCA

Experience: I am a recent graduate with a solid foundation in Python React js and Django and experience with PostgreSQL and  more..

Kontham

Mobile: +91 9446600368
Location: Andhra Pradesh, Online (Kasaragod)
Qualification: MCA

Experience: I have a 2 years of experience as a python trainer  more..

Sakshi

Mobile: +91 91884 77559
Location: Maharashtra, Online (Kasaragod)
Qualification: Master's

Experience: Vulnerability assessment web application testing ethical Hacker  more..

Savita

Mobile: +91 89210 61945
Location: Maharashtra, Online (Kasaragod)
Qualification: BE Mechanical engineering

Experience: I have completed fullstack python developer course and I am looking an opportunity to put step into it field for  more..

Devadharshni

Mobile: +91 91884 77559
Location: Tiruppur, Online (Kasaragod)
Qualification: BCA

Experience: Communication verbal and written Ms office Graphic design Photoshop | Resume for   more..

Parizat

Mobile: +91 91884 77559
Location: West Bengal, Online (Kasaragod)
Qualification: MSc. Computer Science with specialization in Cyber Security

Experience: I have 4 months of experience working with a security auditing team as a penetration testing intern And I also  more..

Yashwant

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (Kasaragod)
Qualification: B.tech

Experience: I have a good coding and thinking skills and I have a good knowledge in flutter as well on which  more..

Ritam

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

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

Sejal

Mobile: +91 91884 77559
Location: Pune Narayan peth, Online (Kasaragod)
Qualification: BFA diploma

Experience: I have tow years of experience in using Photoshop illustrator and Corel draw Skills :- Graphic design Editing Typography Illustration  more..

padmavati

Mobile: +91 8301010866
Location: pune, Online (Kasaragod)
Qualification: BE in ENTC

Experience: Manual testing-1 years automation selenium with java-2 3 year   more..

Navneet

Mobile: +91 91884 77559
Location: Calicut, Online (Kasaragod)
Qualification: Bsc

Experience: nthusiastic BCA graduate with a strong foundation in computer science and a passion for digital innovation Certified in SEO practices  more..

Warish

Mobile: +91 8301010866
Location: Delhi, Online (Kasaragod)
Qualification: M.A, B.Ed

Experience: A dedicated full time seven years of experience in teaching and two and half years subject matter expert (Social Science)  more..

Prajakta

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

Experience: Sql software testing manual and automation testing core java functional testing regression and retesting   more..

Ruchi

Mobile: +91 98474 90866
Location: Maharashtra, Online (Kasaragod)
Qualification: MSc

Experience: I have a rich experience in python sql and tableau   more..

Kartik

Mobile: +91 98474 90866
Location: Noida, Online (Kasaragod)
Qualification: Mca

Experience: I have overoll experience 2 years in manual testing and I have good knowledge in manual testing API Testing Database  more..

Aswathy

Mobile: +91 9895490866
Location: Kozhikkode, Online (Kasaragod)
Qualification: MCA

Experience: 1 7 year experience in mobile application as a flutter developer(Flutter Technology) knowledge in c c++ dart HTML CSSApplication for  more..

Varshitha

Mobile: +91 9446600368
Location: Kerala, Online (Kasaragod)
Qualification: BE in Information Technology

Experience: Software Engineering experience from TCS Banglore Also have experience in business development and sales Good communication and leadership skills   more..

Dhyey

Mobile: +91 91884 77559
Location: Gujarat, Online (Kasaragod)
Qualification: B-tech

Experience: as i mentioned in my resume i have knowledge in languages like python c php html css java script database  more..

Aashish

Mobile: +91 8301010866
Location: Bihar, Online (Kasaragod)
Qualification: MCA

Experience: I m MCA postgrad Having skills of frontend development and java lang Skills - JAVA JavaScript React SQL  more..

Miteshkumar

Mobile: +91 9446600368
Location: Gujarat, Online (Kasaragod)
Qualification: PGDCA

Experience: Website theme development Theme customization Theme Integration etc   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 kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod
Internship/projects in kasaragod

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer