Data Science Training by Industry Experts

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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- learn’s 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.

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Data Science Jobs in Coimbatore

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

  • 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 jobs in Coimbatore

Data Science Internship/Course Details

Data Science Identify and collect data from data sources.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. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Coimbatore. Experts provide immersive online instructor-led seminars. To find trends and patterns, use algorithms and modules. 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 Coimbatore. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages.

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.

List of Training Institutes / Companies in Coimbatore

  • Infotech - Job Consultancy Coimbatore | Manpower Services | HR Services in coimbatore | Address: N0-200/A,2nd floor,4th street, Cross Cut Rd, Gandhipuram, Tamil Nadu 641012, India | Category: Unemployment office, Unemployment office | Website: | Contact Details: +91 96595 42424
  • Knock Digital | Address: 2A Kondasamy Nagar, Sowripalayam - Masakalipalayam Rd, Hope College, Coimbatore, Tamil Nadu 641004, India | Category: Internet marketing service, Internet marketing service | Website: knockdigital.com | Contact Details: +91 99944 77033
  • CLOUD DREAMS - Web Designing Company in coimbatore | Website | Logo | Web Development | Branding Company | SEO Company In Coimbatore | Address: NO.1098,9th street Extn, Dr Radhakrishna St, Coimbatore, Tamil Nadu 641012, India | Category: Web Designer, Web Designer | Website: clouddreams.in | Contact Details: +91 99947 50143
  • SEO Analyst in Coimbatore | Address: Cross Cut Rd, Gandhipuram, Tamil Nadu 641012, India | Category: Internet marketing service, Internet marketing service | Website: business.site | Contact Details:
  • Select Marketing | Address: 1011, Avainashi Road, K K Pudur, R S Puram, Saibaba Colony, K K Pudur, Coimbatore, Tamil Nadu 641018, India | Category: Marketing consultant, Marketing consultant | Website: | Contact Details: +91 422 238 0723
  • Integrated - TIN Facilitation Centre & PAN Centre | Address: Shop No.138,Ground Floor, Janaki Apartments, 29/176, W Ramalingam Rd, R S Puram West, Coimbatore, Tamil Nadu 641002, India | Category: Investment service, Investment service | Website: integratedindia.in | Contact Details: +91 422 247 1944
  • Market Reserch coimbatore | Address: 27,sengottaiah colony, Sundarapuram, Tamil Nadu 641024, India | Category: Market researcher, Market researcher | Website: business.site | Contact Details:
  • Digital marketing company coimbatore | Address: 6, Lakshmi Mills Colony, P N Palayam, Tamil Nadu 641037, India | Category: Internet marketing service, Internet marketing service | Website: business.site | Contact Details:
  • Speqtra digital marketing | Address: 29/1,Ganapathy illam, Vasanth Nagar, Coimbatore, Tamil Nadu 641005, India | Category: Internet marketing service, Internet marketing service | Website: | Contact Details:
  • Thanvanth Home Care ( Home Nursing Service Coimbatore) | Address: No 126 A, W Sambandam Rd, R S Puram West, Coimbatore, Tamil Nadu 641002, India | Category: Home health care service, Home health care service | Website: thanvanthhomecare.com | Contact Details: +91 78455 88228
  • Webdesign in Coimbatore | Digital Marketing in Coimbatore | Billing Software in Coimbatore | | Address: #202D, HDFC BANK BUILDING,SATHY MAIN ROAD, SARVANAMPATHI, Coimbatore, Tamil Nadu 641035, India | Category: Software company, Software company | Website: crystalpro.net | Contact Details: +91 99940 15502
  • IT Training Institute/Engineering Colleges in Coimbatore

    1. Frankfinn Institute of Air Hostess Training Address: Third Floor, Tristar Towers, 657, Avinashi Rd, Near Lakshmi Mills Signal, Puliakulam, Coimbatore, Tamil Nadu 641037 Phone: 0422 222 0960 , website:www.htcampus.com/.../frankfinn-institute-air-hostess-training-coimb...
    2. CG-VAK Software & Exports Ltd. Address: 171, Mettupalayam Road,, Coimbatore, Tamil Nadu 641043 Phone: 0422 243 4491 , website:www.cgvakindia.com/
    3. Vanenburg Software India Pvt Ltd Address: Ground Floor, KCT Tech Park, KCT Campus, Thudiyalur - Saravanampatti Rd, Saravanampatty, Coimbatore, Tamil Nadu 641006 Phone: 0422 266 6031 , website:https://www.vanenburgsoftware.com/
    4. Pramura Software Private Limited Address: 12A, II floor Sreevatsa Square,, Mettupalayam Road, Coimbatore, Tamil Nadu 641034 Phone: 0422 264 2087 , website:www.pramura.com/
    5. Floret Media Pvt Ltd Address: 18, PN Palayam Rd, G K D Nagar, P N Palayam, Coimbatore, Tamil Nadu 641037 Phone: 099441 80033 , website:www.floretmedia.com/
 courses in Coimbatore
Coimbatore could be a town within the south Indian state of Tamil Nadu. [2] it's one in every of the most industrial districts and a significant textile, industrial, commercial, educational, information technology, healthcare and producing hub of Tamil Nadu. TIDEL Park Coimbatore is AN data technology (IT) park in Coimbatore, India. The name TIDEL may be a portmanteau of TIDCO and ELCOT and additionally named when TIDEL Park at urban center.

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