Data Science Training by 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.

Download Syllabus - Data Science
Course Fees
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Data Science Jobs in Ahmedabad

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

  • 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 Ahmedabad
Data Science 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. 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 Ahmedabad. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. 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. 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 Ahmedabad. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. To find trends and patterns, use algorithms and modules. 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. Create data strategies with the help of team members and leaders.

List of All Courses & Internship by TechnoMaster

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 Ahmedabad

  • ProjectManagementTrainingInAhmedabadEllis | Location details: A, Doctor House C, Ellis Bridge Ahmedabad 380006, 101, Chimanlal Girdharlal Road, Ahmedabad, Gujarat 380006, India | Classification: Association or organization, Association or organization | Visit Online: synergysbs.com | Contact Number (Helpline):
  • IVisionInfotech-MobileApps|WebsiteDesign&DevelopmentInAhmedabad | Location details: B-409 Himalaya Arcade, Opp Vastrapur lake, Vastrapur, Ahmedabad, Gujarat 380015, India | Classification: Website designer, Website designer | Visit Online: ivinfotech.in | Contact Number (Helpline): +91 99244 26361
  • LearningCatalyst,Ahmedabad | Location details: 141, Sakar 7, Near Nehru Bridge Corner, Opp Patang Hotel, Ashram Road, Ahmedabad, Gujarat 380006, India | Classification: Training centre , Training centre | Visit Online: learningcatalyst.in | Contact Number (Helpline): +91 99247 98989
  • ZerodhaMarketingPartner | Location details: Indore - Ahamadabad Hwy, Singarwa, Odhav Industrial Estate, Odhav, Ahmedabad, Gujarat 382415, India | Classification: Marketing consultant, Marketing consultant | Visit Online: | Contact Number (Helpline): +91 91762 98580
  • LiveProjectTrainingInAhmedabad | Location details: Shree Krishna Centre, K6, Mithakhali Six Rd, Above Crossword Library, Ahmedabad, Gujarat 380001, India | Classification: Software company, Software company | Visit Online: akashsir.com | Contact Number (Helpline): +91 99786 21654
  • AksharDigitech-DigitalMarketingCompanyFromAhmedabadIndia | Location details: Office B-14, FF, Takshshila Orient, Nikol - Naroda Rd, near NavNirman Bank, opp. Shyam Farm House, Nikol, Ahmedabad, Gujarat 382350, India | Classification: Internet marketing service, Internet marketing service | Visit Online: akshardigitech.com | Contact Number (Helpline): +91 99247 98989
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  • DivyaBhaskarAhmedabadCityOffice | Location details: 2nd Floor, Bhadraraj Chamber, C G Road,, Swastik Cross Road, Shrimali Society, Navrangpura, Ahmedabad, Gujarat 380009, India | Classification: News service, News service | Visit Online: epaper.divyabhaskar.co.in | Contact Number (Helpline): +91 79 2644 4102
  • ImageWebSolution | Location details: A 404 Arvind Megatrade, Naroda Rd, opp. Ashok MIll BRTS, Ahmedabad, Gujarat 382350, India | Classification: Website designer, Website designer | Visit Online: imagewebsolution.com | Contact Number (Helpline): +91 89801 01016
  • YATESEducation-BestACCACoachingClasses/OnlineAhmedabadGujarat | Location details: 902-905 Addor Aspire, Gujarat, opp. Old Passport Office, Panjrapole, University Area, Ahmedabad, Gujarat 380015, India | Classification: Educational institution, Educational institution | Visit Online: yateseducation.com | Contact Number (Helpline): +91 98250 83805
  • MokshSolution | Location details: 1103, Devaji Saraiyas Pole, Nr.B.D College,Sankdi Sheri,Manekchowk, Ahmedabad, Gujarat 380001, India | Classification: Website designer, Website designer | Visit Online: mokshsolution.com | Contact Number (Helpline): +91 98981 63307
  • InnoventaaTechnology | Location details: 405, Sigma Legacy, IIM Road, Ambawadi, nr. Panjrapole Cross Road, Ahmedabad, Gujarat 380015, India | Classification: Software company, Software company | Visit Online: innoventaa.in | Contact Number (Helpline): +91 94285 03923
  • MahaveerMarketing | Location details: Vejalpur Rd, Vejalpur, Ahmedabad, Gujarat 380051, India | Classification: Marketing consultant, Marketing consultant | Visit Online: | Contact Number (Helpline):
  • SevyIncorporation|SEOCompany,SMOServices,DigitalMarketingAgencyInAhmedabad | Location details: Radha Apartments, 408, 100 Feet Anand Nagar Rd, above Natraj Medical Stores, Satellite, Ahmedabad, Gujarat 380015, India | Classification: Internet marketing service, Internet marketing service | Visit Online: sevyinc.com | Contact Number (Helpline):
  • Digiperform-DigitalMarketingCourseInAhmedabad,Gujarat | Location details: 1202, Addor Aspire, Near Gulbai Tekra BRTS Stand Panjara Pole to Gujarat, University Rd, Ambawadi, Ahmedabad, Gujarat 380015, India | Classification: Training centre , Training centre | Visit Online: digiperform.com | Contact Number (Helpline): +91 96622 41631
  • DigitalMarketing-SEOFreelancingWithPriyankaInAhmedabad | Location details: Bus stand, B-10 Sugam Flat NR Vasna, Ahmedabad, Gujarat 380007, India | Classification: Marketing consultant, Marketing consultant | Visit Online: | Contact Number (Helpline):
  • Elephant Consulting - Web Development Company Address: Atlanta Tower, Vasundhra Colony, Gulbai Tekra, Ahmedabad, Gujarat 380009 Phone: 079 4035 9224 , Website: webelephants.com/
  • Institute of Infrastructure Technology Research and Management Address: Near Khokhara Circle, Maninagar East, Ahmedabad, Gujarat 380026 Phone: 079 2929 2910 , Website: iitram.ac.in/
  • Sal Engineering & Technical Institute Address: Opp. Science City, Sola Bhadaj Road, Ahmedabad, Gujarat 380060 Phone: 080 6521 3534 , Website: www.sal.edu.in/
  • TatvaSoft Address: TatvaSoft House, Rajpath Club Road, Near Shivalik Business Center, Opp. Golf Academy, Off S G Road, Ahmedabad, Gujarat 380054 Phone: 096014 21472 , Website: https://www.tatvasoft.com/
  • WriterzDen- Digital Marketing Services, Content Writing, SEO Services, Ahmedabad Address: Makarba Rd, Vejalpur, Ahmedabad, Gujarat 380051 Phone: 081288 59685 , Website: www.writerzden.com/
 courses in Ahmedabad
Since 1975, the economic system commenced stagnating, as a quantity of fabric generators closed down, and frequent industrial riots deterred extra investments withinside the town. Each network specialized specially sports. India`s decadal city populace increase price declined from forty six percentage in 1971-eighty one to forty six. At AMC degree, an SNP mobileular changed into set up below the executive supervision of a deputy commissioner to coordinate the sports of the diverse departments concerned. Ahmedabad has been a rich town at some stage in the history. Due to its location withinside the cotton developing belt, Ahmedabad has been a centre of manufacture of cotton textiles. The citizens additionally shaped and registered Sanjay Nagar Residents` Association, certainly considered one among whose immediate responsibilities changed into to mobilize and manipulate a network fund of Rs a hundred according to family for the renovation of on-site infrastructure. Phone: +91-79-6587890 Fax: +91-79-6587890 E-mail: fpi@icenet. Traders and financiers occupied essential function in the town and their sports generated wealth withinside the town. In the nineteenth century, because of flourishing exchange different agencies such as Patidars and Parsis too rose in social hierarchy.

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