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 Tabuk

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

  • 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 Tabuk
Data Science To find trends and patterns, use algorithms and modules. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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'll have a personal mentor who will keep track of your development. There are numerous reasons why you should take this course. Experts provide immersive online instructor-led seminars. 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. 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 Tabuk. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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

Arpitha

Mobile: +91 89210 61945
Location: Bangalore , Online (Tabuk)
Qualification: BE

Experience: I have 2 8years experience in front end devlopment skills html5 CSS3 bootstrap javascript jQuery react js   more..

Ananthu

Mobile: +91 98474 90866
Location: Kochi, Online (Tabuk)
Qualification: MBA

Experience: I am a Fresher in the Digital Marketing domain and have 4 years of experience in business development and  more..

Rajvi

Mobile: +91 91884 77559
Location: Gujarat, Online (Tabuk)
Qualification: B.E.

Experience: Leveraging my skills in Python data manipulation tools and machine learning libraries like Scikit-learn I possess a strong foundation for  more..

josmy

Mobile: +91 94975 90866
Location: Kochi, Online (Tabuk)
Qualification: bca

Experience: kotlin java android flutter XML   more..

neethu

Mobile: +91 8301010866
Location: Thrissur, Online (Tabuk)
Qualification: MCA

Experience: Myself Neethu a freelance web developer and trainer with 5 years of experience and ready to take online classes in  more..

Sukhmanpreet

Mobile: +91 98474 90866
Location: Punjab, Online (Tabuk)
Qualification: B.Tech

Experience: Detail-oriented recent Computer Science graduate with a solid foundation in JavaScript React MongoDB Node js and Express js Completed hands-on  more..

Abhay

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

Experience: Android Kotlin Java 10 years of experience in Android App development  more..

shekhar

Mobile: +91 94975 90866
Location: surat, Online (Tabuk)
Qualification: BE computer engineering

Experience: MS Exel MS Office python   more..

Shivaprasad

Mobile: +91 9895490866
Location: Karnataka, Online (Tabuk)
Qualification: Diploma in computer science

Experience: Skills- Hardware and networking programming language in C web development and others Experience - Hospital field work ( XRAY Machine  more..

Haseeb

Mobile: +91 8301010866
Location: kochi, Online (Tabuk)
Qualification: bcom

Experience: Google analytics Website development Search engine optimization Social media marketing Google my business Email marketing Voice call marketing Google ads  more..

Akssa

Mobile: +91 9895490866
Location: Pathanamthitta, Online (Tabuk)
Qualification: B.TECH

Experience: Acquired knowledge of both printing and web related works Converting PSD to HTML E-Mailer UI Mobile App Designing Facebook Ads  more..

Abinisha

Mobile: +91 9895490866
Location: Kerala, Online (Tabuk)
Qualification: B.Tech

Experience: SQL python Pandas Numpy PowerBI Excel Matplotlib Seaborn Scikit-learn multilingual polyglot adaptive team player problem solving skills   more..

Asma

Mobile: +91 91884 77559
Location: chennai, Online (Tabuk)
Qualification: Btech CSE

Experience: software development fullstack development reactjs nodejs tailwindcss wix  more..

Nebi

Mobile: +91 98474 90866
Location: Kochi, Online (Tabuk)
Qualification: Btech EC

Experience: I have completed my btech in 2018 And i have experience as a business development executive(2yrs)and also as embedded engineer(1yr)  more..

Lukhman

Mobile: +91 94975 90866
Location: Karnataka, Online (Tabuk)
Qualification: Be computer science

Experience: Java sql html css networking  more..

Pooja

Mobile: +91 91884 77559
Location: Maharashtra, Online (Tabuk)
Qualification: Graduation

Experience: I have 1 3 years of experience My skills is seo css html canva  more..

AliAsgar

Mobile: +91 89210 61945
Location: Maharashtra, Online (Tabuk)
Qualification: SSC/Graphic Designer/Cybersecurity Student

Experience: Arabic 4 years Business analysis 1 year Business intelligence 1 year Business management 2 years Communication skills 2 years Computer  more..

Ananya

Mobile: +91 98474 90866
Location: Kerala, Online (Tabuk)
Qualification: Postgraduate in Chemist

Experience: Iam a dedicated chemistry educator with a passion for nurturing young minds With two years of experience I've had the  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 tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk
Internship/projects in tabuk

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer