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 San Francisco

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

  • 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 San Francisco
Data Science 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 San Francisco. Effectively analyze both organized and unstructured data Create strategies to address company issues. Create data strategies with the help of team members and leaders. 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. Identify and collect data from data sources. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. 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. There are numerous reasons why you should take this course. .

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

Bhagyashri

Mobile: +91 98474 90866
Location: Maharashtra, Online (San Francisco)
Qualification: MCA

Experience: I have 6 months of experience as a intern in param technologies pvt Ltd pune i have knowledge of manual  more..

Swati

Mobile: +91 89210 61945
Location: Maharashtra, Online (San Francisco)
Qualification: Bachelor

Experience: 1 Graphic design 2 Social Media Content Creation 3 Video Editing 4 Illustration 5 Motion Design I have a total  more..

Muhammad

Mobile: +91 89210 61945
Location: Malappuram,Kerala,, Online (San Francisco)
Qualification: Plus two

Experience: Python django Full-stack developer Application for Python Django  more..

Adil

Mobile: +91 9895490866
Location: Pakistan , Online (San Francisco)
Qualification: Software Engineering

Experience: Data operator web development 5 year experience data operator 2 year experience web development   more..

Nishikant

Mobile: +91 9446600368
Location: Pune, Online (San Francisco)
Qualification: B. Tech

Experience: Skills -Python Data Science Machine Learning Artificial intelligence deep learning computer vision NLP python data science artificial intelligence machine learning|  more..

Ankit

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (San Francisco)
Qualification: Mca

Experience: 06 month digital marketing and graphics design &web developer  more..

Hemant

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (San Francisco)
Qualification: MCA

Experience: Python full stack developer 1 year experience  more..

Adarsh

Mobile: +91 9446600368
Location: Thrissur , Online (San Francisco)
Qualification: Deploma

Experience: Hardware and networking and latop serivcs system addimn Application for System Administration  more..

Gaja

Mobile: +91 89210 61945
Location: West Bengal, Online (San Francisco)
Qualification: Bachelor

Experience: Hard Skills: • Web Application Pretesting • Bug bounty • Web Development • Network Administration • Red teaming • Cyber  more..

Pratap

Mobile: +91 9446600368
Location: Odisha, Online (San Francisco)
Qualification: Bsc graduate in computer science

Experience: As an IT fresher gaining proficiency in programming languages such as Java or C++ is essential Familiarity with database management  more..

RAQUIB

Mobile: +91 9895490866
Location: Maharashtra, Online (San Francisco)
Qualification: Bsc IT

Experience: Raquib Ahmad Thane Mumbai Maharashtra 400601 Email ahmdraqib2002@gmail com Phone 9004208990 Date 1 01 2024 Dear Hiring Manager I am  more..

Asama

Mobile: +91 91884 77559
Location: Hyderabad, Online (San Francisco)
Qualification: Diploma in Computer Engineering

Experience: I have 3 years of experience in web development I am experienced with MERN stack I have skilled with following  more..

Saiesh

Mobile: +91 9446600368
Location: Kochi, Online (San Francisco)
Qualification: BE EEE

Experience: Sdlc stlc defect life cycle bug life cycle Sanity testing smoke testing regression retesting Agile Scrum Jira DTM Test data  more..

Krishna

Mobile: +91 9446600368
Location: Bihar, Online (San Francisco)
Qualification: BCA

Experience: I have 2 years experience in python-django web developement HTML CSS JavaScript python django framework React js postgresql Mongo db  more..

Nikhitha

Mobile: +91 91884 77559
Location: Mysore, Online (San Francisco)
Qualification: MCA

Experience: I’m an MCA fresher also completed software development course at renowned institute Current offers suits my skill set and interest  more..

Damayanti

Mobile: +91 91884 77559
Location: Odisha, Online (San Francisco)
Qualification: MCA

Experience: Now I'm a fresher but python is my speciality I have a good knowledge on django ans also have a  more..

Kishore

Mobile: +91 91884 77559
Location: Tamil Nadu, Online (San Francisco)
Qualification: MS

Experience: GRC cyber security ethical hacking pentesting project management devlopement python Java c++ etc  more..

Meera

Mobile: +91 8301010866
Location: Karnataka, Online (San Francisco)
Qualification: Student

Experience: I worked at Ediglobe from April to May 2024 where I gained valuable experience in the field of cybersecurity During  more..

Astha

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (San Francisco)
Qualification: Post graduate with B.ed

Experience: I have 3+ years of experience in teaching as a school teacher along with online platform tutor i believe in  more..

Naidu

Mobile: +91 89210 61945
Location: Hyderabad , Online (San Francisco)
Qualification: Btech

Experience: Flutter firebase rest-api php java c c++ with 2 yrs experience on flutter   more..

Ranganatha

Mobile: +91 98474 90866
Location: Karnataka, Online (San Francisco)
Qualification: BE mechanical

Experience: 3plus years experience in manual testing we are using Charles proxy Android studio adb commands tizen studio jira |   more..

Richa

Mobile: +91 9895490866
Location: Maharashtra, Online (San Francisco)
Qualification: M.tech

Experience: devops git jenkins docker ansible terraform python promotheus  more..

Anitta

Mobile: +91 9895490866
Location: Kerala, Online (San Francisco)
Qualification: BTech in computer science Engineering

Experience: Html css bootstrap javascript python django MySQL |   more..

ARJUN

Mobile: +91 91884 77559
Location: Cherthala , Online (San Francisco)
Qualification: MCA

Experience: Software testing internship at LUMINAR TECHNOLAB  more..

Karuppasamy

Mobile: +91 91884 77559
Location: Madurai, Online (San Francisco)
Qualification: B.Tech.,IT

Experience: Odoo 11 12 14 python xml NodeJS Postgresql  more..

Priyanka

Mobile: +91 91884 77559
Location: Chandigarh, Online (San Francisco)
Qualification: Bca

Experience: I am flutter developer heaving 2 year of experience   more..

Vandana

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

Experience: SDLC STLC Functional testing regression testing smoke testing Sanity Testing database testing SQL Java maven selenium defects tracking test case  more..

Shivani

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

Experience: I have 1 and half year of experience in teaching field as a software trainer The subject which I teach  more..

R

Mobile: +91 8301010866
Location: Tamil Nadu, Online (San Francisco)
Qualification: B.E

Experience: Mathematics and Science Learning Experience- Communication skills collaboration problem solving skills Communication-Accounting active Listening decision making negotiating skills Creativity- Best  more..

Veena

Mobile: +91 91884 77559
Location: Kerala, Online (San Francisco)
Qualification: MCA

Experience: Doing software testing internship at Oracuz Info tech Thiruvananthapuram  more..

Neethu

Mobile: +91 9895490866
Location: TIRUR, Online (San Francisco)
Qualification: B.Tech

Experience: java Core java advanced java Basics of python Sql HTML DBMSApplication for Java Spring  more..

Swetha

Mobile: +91 9446600368
Location: Telangana, Online (San Francisco)
Qualification: M.Tech(IT)

Experience: Hi this is Swetha completed M Tech from JNTUH and worked as an Assistant Professor in Engineering college for about  more..

Suhana

Mobile: +91 98474 90866
Location: Kerala, Online (San Francisco)
Qualification: BTech in computer science and engineering

Experience: flutter Build Android iOS and web apps |   more..

Biswajit

Mobile: +91 8301010866
Location: Telangana, Online (San Francisco)
Qualification: MCA

Experience: Manual Testing Automation testing SDLC STLC Bug life cycle selenium selenium webdriver Api testing database testing performance testing |   more..

Chandru

Mobile: +91 89210 61945
Location: Tamil Nadu, Online (San Francisco)
Qualification: BE-MECHANICAL

Experience: Manual testing Automation testing-Selenium SQL |   more..

Kavish

Mobile: +91 8301010866
Location: Bihar, Online (San Francisco)
Qualification: Btech

Experience: Teaching skills - I managed class room very well lesson planning curriculum development and communication   more..

Mobin

Mobile: +91 9895490866
Location: Alappuzha, Online (San Francisco)
Qualification: BCA

Experience: Knowledge of python django html and cssApplication for Python Django  more..

Pratik

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

Experience: Hi pratik this side I had worked with manual and automation testing in manual I have knowledge about retesting integration  more..

Eshan

Mobile: +91 9446600368
Location: Uttar Pradesh, Online (San Francisco)
Qualification: B.Tech (CSE)

Experience: 1 State topper in class 10th got (10 CGPA) 2 Experienced in Teaching Maths and science as used to Home  more..

Suman

Mobile: +91 89210 61945
Location: Gujarat, Online (San Francisco)
Qualification: MTech

Experience: Java python manual testing  more..

Rajalaxmi

Mobile: +91 98474 90866
Location: Mankhurd, Online (San Francisco)
Qualification: Masters

Experience: I have an overall experience of 2+ years of full-time employment and 4 months of experience as an intern in  more..

sneha

Mobile: +91 89210 61945
Location: Maharashtra, Online (San Francisco)
Qualification: Pursuing BE in IT

Experience: c c++ my sql html css javascript python machine learning django dbms dsa microsoft excel tableau power bi  more..

Amaljith

Mobile: +91 8301010866
Location: Kannur, Online (San Francisco)
Qualification: Diploma in electronics and communication

Experience: 6 months experience in python developer Application for Python Django  more..

Dhrumil

Mobile: +91 9446600368
Location: Gujarat, Online (San Francisco)
Qualification: Be in computer engeenering

Experience: odoo python  more..

Santosh

Mobile: +91 9895490866
Location: pune, Online (San Francisco)
Qualification: Btech

Experience: Having 4 Years of experience with knowledge of technologies like - Automation Testing Manual testing API Testing POSTMAN MySQL JIRA  more..

AYSHA

Mobile: +91 91884 77559
Location: Karnataka, Online (San Francisco)
Qualification: B.E (CIVIL ENGINEERING)

Experience: Experienced AutoCAD Detailer with a focus on modular building systems (MBS) projects Skilled in creating detailed technical drawings and plans  more..

Rahul

Mobile: +91 91884 77559
Location: Indore, Online (San Francisco)
Qualification: Graduation

Experience: Full stack Python developer and also have a experience of 6-7 months | Resume for   more..

SHILPA

Mobile: +91 91884 77559
Location: Alappuzha , Online (San Francisco)
Qualification: Btech ece

Experience: Software testing certification   more..

Navratn

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (San Francisco)
Qualification: B.Tech

Experience: Skill: Penetration Testing Experience: I bring hands-on experience in penetration testing garnered from my role as a Security Intern at  more..

Ankita

Mobile: +91 91884 77559
Location: Mumbai, Online (San Francisco)
Qualification: Bachelor’s Degree

Experience: •6 Months of industry experience in Software Testing (Manual) •Good knowledge of Software Development Life Cycle and Software Test Life  more..

T.Sukanya

Mobile: +91 89210 61945
Location: SPSR Nellore, Online (San Francisco)
Qualification: B.Tech&M.tech

Experience: python python modules Django Html Css MS office tools Basics of SQLApplication for Python Django  more..

Palakdeep

Mobile: +91 91884 77559
Location: Punjab, Online (San Francisco)
Qualification: Btech

Experience: Java Automation testing Manual Testing having 1 4 year of experience |   more..

Krishna

Mobile: +91 91884 77559
Location: Madhya Pradesh, Online (San Francisco)
Qualification: BCA

Experience: Experienced Python Full-Stack Developer with expertise in Django React js and databases like MongoDB PostgreSQL and MySQL SQLite And Two  more..

Mahak

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (San Francisco)
Qualification: BTech

Experience: Currently I am software engineer with 2 +year of experience in frontend development i especially focused on Angular typescript javascript  more..

Gajjar

Mobile: +91 8301010866
Location: Gujarat, Online (San Francisco)
Qualification: b.com

Experience: i have more than 9 years experience in design field |   more..

Ghous

Mobile: +91 91884 77559
Location: West Bengal, Online (San Francisco)
Qualification: BCA

Experience: 1 penetration testing 2 ethical hacking 3 sblister tool 4 harvestor tool 5 OSINT  more..

Ibrahim

Mobile: +91 91884 77559
Location: Maharashtra, Online (San Francisco)
Qualification: B-tech in Electronics & Computer Science

Experience: I have strong skills in data science robotics and Python In data science I excel at data preprocessing analysis visualization  more..

VIVEK

Mobile: +91 98474 90866
Location: Bihar, Online (San Francisco)
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..

Anju

Mobile: +91 91884 77559
Location: Thrissur , Online (San Francisco)
Qualification: MCA

Experience: Worked as faculty sales and it professional Team oriented Strong communication skills Quick adaptability Programming language java python c Database  more..

Adnanuddin

Mobile: +91 91884 77559
Location: Maharashtra, Online (San Francisco)
Qualification: BCA

Experience: good knowledge of Software Testing SDLC STLC Defect life cycle Agile Scrum Functional Testing Black Box testing Integration Testing API  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 san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco
Internship/projects in san-francisco

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer