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Top 10 Data Science Courses In Surat With Placements

Data science has become a key discipline in the Big Data era. Data Science is a broad area of study that uses techniques and tools to extract actionable and meaningful insights from data and guide business decisions across multiple industries. Data science which includes topics like computer science, artificial intelligence, statistics, and mathematics is utilized in many different organizations that assist with planning and decision-making. In the ever-changing landscape of contemporary business, data science emerges as an innovator that changes the way businesses make decisions. The importance of data science and the future of employment in data science will grow significantly with the volume of data on the internet. Hence, we have listed below the best data science courses in  Surat.

List of best data science courses in Surat

Importance of Data Science

Data science is crucial to almost every aspect of corporate strategy and operations. It gives businesses customer information that they can use to develop more effective marketing campaigns and specific advertising that will boost product sales.

It helps with financial risk management, fraud detection, and equipment failure prevention in manufacturing facilities and other businesses. It assists in preventing cyberattacks and other risks to IT system security.

In general, empowering and enabling improved decision-making is one of data science’s greatest advantages. Businesses that invest in Data Science can use measurable, data-driven evidence to inform their decisions. Such decisions based on data ought to help improve corporate performance, save costs, and streamline workflows and business processes.

The Process of Data Science

The Process or Lifestyle of Data Science involves the following steps

1.     Capture

Data scientists gather data that is unstructured and raw at this point. Data extraction, signal receiving, data entry, and data acquisition are frequently included in the capture step.

2.     Maintain

The data is changed into a usable format. Data storage, cleaning up data, data staging, data mining, and data architecture are all included in the maintenance stage.

3.     Process

To determine how well the data will function as a predictive analytic tool, it is now analyzed for biases and trends. Data mining, grouping and classification, data modeling, and data summarizing are all included in the process stage.

4.     Analyze

 At this stage, the data are subjected to various analyses. Decision-making, business intelligence, data reporting, and data visualization are all part of the analyzing stage.

5.     Communicate

Reports, charts, and graphs are used by data analysts and data scientists to present the data at this level. Predictive and confirmatory analysis, regression, text mining, exploratory and confirmatory analysis, and qualitative analysis are commonly included in the communication stage.

Find here the other top-ranked courses in Surat for career upliftment:

Data Science Tools

  Popular data science programming languages and tools include

  • Python
  • R
  • Apache Spark
  • SQL
  • Tableau
  • Jupyter Notebook
  • Apache Hadoop
  • TensorFlow
  • PyTorch

The top data science job profiles are Data Analyst, Data Scientist, Machine learning Engineer, Data Engineer, Business Intelligence Analyst, Data Architect, Statistician, Quantitative Analyst, Data Science Consultant, Data Product Manager, Data Science Trainer, and Healthcare Data Scientist.

Participating in a recognized data science institute will be a turning point for both experienced analysts and ambitious data professionals, as the demand for skilled data scientists keeps on increasing. In this article, there is the list of top 11 Data Science Courses in Surat in 2024 which will be helpful for the individuals to choose the appropriate institution.

Top 10 Data Science Courses in Surat With Placements

Rank #1. Data Science Courses in Surat

1. Creative Design & Multimedia Institute

Creative Design and Multimedia Institute offers computer training programs in Gujarat. This Data Science institute covers skills and tools such as Text Mining, Hypothesis Testing, Machine Learning, Neural Networks, Predictive Modelling, Tableau, Hadoop, Regression Modelling, Predictive Analytics, Deep Learning, Natural Language Processing, R Studio, Spark and programming languages R and Python are covered.

They have supported over 8,000 students to start successful careers in various companies in Surat. The Creative Institute of Data Science is home to a specialized placement cell that operates in partnership with over 650 companies to schedule interviews and help place participants.

You can upskill on ideas, finish assignments, and work on real projects with the help of their experienced teachers. The following professionals might think about taking Data Science institutes in Surat as the next logical step toward success in their careers:

  • Individuals with logical, mathematical, and analytical abilities from any field.
  • Software programmers
  • Business analysts
  • Six Sigma consultants
  • Experts in reporting tools, data warehousing, and business intelligence
  • Mathematicians, statisticians, and Economists
  • Freshers in any field that has strong logical and analytical abilities

Mode of study: Classroom

Address: 401-404, 4th Floor, City Center Complex, Nr. Yogichowk, Varachha, Surat.

Contact: +91 90333 16003

Rank #2. Data Science Courses in Surat

2. ExcelR

ExcelR has been acknowledged as one of the leading data science institutes in Surat and offers courses in data science. ExcelR has partnered with more than 150 companies and has a dedicated placement team. More than 40 esteemed academic institutions join with ExcelR to conduct data science training.

Their most valuable resource is the faculty. This Data Science Institute covers a wide range of competencies and resources. There is no additional charge to attend as many instructor-led online sessions as desired by various trainers.

Mode of Study: Live Virtual Classroom

Duration: 6 months

Tools covered

  • Hadoop And Spark
  • R
  • Python
  • Python
  • Tableau
  • Artificial Intelligence (AI)
  • ChatGPT

The modules covered in this Data Science Institute are as follows:

  • Data Science Project Lifecycle
  • Introduction To Basic Statistics Using R And Python
  • Probability And Hypothesis Testing
  • Exploratory Data Analysis -1
  • Linear Regression
  • Logistic Regression
  • Deployment
  • Data Mining Unsupervised Clustering
  • Dimension Reduction Techniques
  • Association Rules
  • Recommender System
  • Introduction To Supervised Machine Learning
  • Decision Tree
  • Exploratory Data Analysis – 2
  • Feature Engineering
  • Model Validation Methods
  • Ensemble Techniques
  • KNN And Support Vector Machines
  • Regularization Techniques
  • Neural Networks
  • Text Mining
  • Natural Language Processing
  • Naive Bayes
  • Forecasting
  • Survival Analysis
  • End To End Project Description with Deployment

Rank #3. Data Science Courses in Surat

3. TOPS Technologies

Get Live Project-Based Data Science Courses in Surat. TOPS Technologies is among the best Data Science institutes to Graduate as a Professional Data Scientist and Find a Job. The course covers a wide range of subjects, from fundamentals to advanced concepts.

The most knowledgeable and experienced teachers will instruct you. The professors in this institution are highly qualified and have vast backgrounds in both company and education.

The tutors will walk you through the fundamentals of data science, including data collection and measurement, visualization, and an introduction. They will also cover more complex subjects like regression analysis, correlation, and the use of machine learning algorithms.

If you’re looking for Data Science courses in Surat to get new skills and professional leverage, regardless of your experience level or occupation, you can enroll in this institution. In addition, they provide an industry-accepted accreditation.

Partner(s) for certificates: NSDC/Skill India (Government Recognized)

What you will get?Placement Opportunities; Industry-Based Training; Flexible Timings; Expert Trainer; Reasonable Fees; Hands-on Training; Career Support; Interactive Learning
Placement of Students1 Lac+
Companies TieUp3000+
Offices in India19+
Industry Courses50+

Curriculum

Introduction to Data Science·       Introduction to Data Science
Python for Data Science
  • Introduction to Python Programming
  • Programming in Python
  • Python for Data Science
  • Data Visualization in Python

 

Statistics
  • Introduction to Statistics for DS
  • Descriptive Statistics
  • Inferential Statistics
  • Hypothesis Testing
  • Types of Hypothesis Testing
  • Fundamentals of Regression Analysis
Excel
  • Excel With Formulas
  • Conditional Statements
  • Formula Based Conditional Formatting
  • Data Visualization
  • Excel Chart Formatting
  • Formatting Data with Pivot Tables
Getting Started with SQL
  • Introduction to SQL
  • SQL Constraints and Alias
  • SQL Selection Commands
  • SQL Functions
  • SQL Joins
  • SQL Views
  • SQL Indexes
Analyzing Data with Python
  • Python Packages
  • Numpy, Pandas, Scipy, Matplolib, Seaborn
  • Types of Data Analytics
Machine Learning
  • Introduction to Machine Learning
  • Types of Algorithms
  • Supervised, Unsupervised, Reinforcement Learning
  • Regression, Linear Regression
  • Clustering
  • Classification
  • Decision Tree, Random Forest, Boosting
  • Model Selection, Random Search,
  • Time Series, Handling Time Series in Pandas
Deep Learning
  • Introduction to Deep Learning
  • Introduction to ANN
  • Building Artificial Neural Network
  • Build Model Based on CNN
  • Introduction to RNN
NLP
  • Introduction to NLP
  • Application of NLP

Address 1: 407, Dhara Arcade, opposite Swaminarayan temple, Mahadev Chowk, Mota Varachha, Surat, Gujarat, 394101, Contact: +91 7383023957

Address 2: 301, Jeevandeep Complex, beside Nirmal Hospital, Ring Road, Surat, Gujarat, 395002, Contact: +91 70695 98828

Rank #4. Data Science Courses in Surat

4. Red & White Education PVT LTD

Red and White Multimedia Education is among the best web design training institutes in Surat with advanced web design education modules. They are offering one of the advanced Data Science Courses in Surat.

The goal of this Data Science institute is to give students the tools they need to work with popular libraries and structures, apply AI/ML algorithms, and use Python to create useful AI/ML solutions. Additionally, they provide Python AI ML Courses in Ahmedabad.

Students who complete the Python for Artificial Intelligence and Machine Learning course will have a strong foundation in Python programming and its applications in AI and ML.

Course Modules

Foundation of AI/ML

C, C++, And Python for Data Science

  • Introduction & Fundamentals of Python
  • Datatype in details
  • control structure & Looping
  • Function, Array & Sorting
  • object-oriented programming (oop)
  • Exception Handling
  • File Handing
  • modules and Packages
  • Regex and cla
  • os & subprocess Modules
  • web scraping

 

Advanced AI/ML

Mathematics of Data Science

 

  • Statistics and use case in data science
  • Data in Statistics & Applications of Statistics
  • Numerical, Categorical Data
  • Population vs. Sample | Definitions, Differences & Examples
  • Types of Statistics
  • Representation of Data
  • Central Limit Theorem
  • Probability of an event
  • Relationship between variables
  • Fundamentals of linear algebra
  • Time-series Analysis
  • Advanced Statistics

 

SQL for Data Science
  • What is a Database?
  • What is SQL?
  • Intro to Server
  • CRUD operation with xampp
  • SQL Queries
  • Download and install the package
  • MySQL connector Python module
  • CRUD operations with Python MySQL connector
NumPy and Pandas
  • What is Pandas?
  • What is NumPy?
  • Difference between Pandas and NumPy
  • NumPy And Pandas Operations for Data Science
Data Analysis Process
  • Importing libraries and datasets
  • Data Preprocessing
    • Data Wrangling & Exploratory Data Analysis
    • Data Cleaning
    • Missing Data
    • Categorical Data
    • Splitting Data into Training and Testing set
    • Feature Engineering
    • Data Normalization and Encoding techniques
    • Creating a data preprocessing Notebook
Data Visualization
  • Matplotlib & Seaborn for Data Science
    • Charts, Pie charts, Scatter and bubble charts
    • Bar charts, Column charts, Line charts, Maps
Supervised Learning Algorithms
  • Regression Algorithms – Details About Every Algorithm
    • Simple Linear Regression
    • Multiple Linear Regression
    • Polynomial Regression
    • Support Vector Regression
    • Decision Tree Regression
    • Random Forest Regression
    • Bias – variance trade-off
    • L1 and L2 Regularization
    • Evaluating Regression Model Performance
    • Small Projects
  • Classification – Details About every Algorithm
    • Logistic Regression
    • K – Nearest Neighbours
    • Support Vector Machine
    • Kernel SVM
    • Naive Bays
    • Decision Tree Classifier
    • Random Forest Classifier
    • Evaluating Classification Model Performance
    • Small Projects
Unsupervised Learning Algorithm
  • Clustering
    • K – Means clustering
    • Hierarchal clustering
    • DBSCAN
    • Recommender System
  • Association Rule Learning
    • Apriori algorithm
    • Small Projects
Deep learning – Computer Vision and Image Analysis
  • ANN – Artificial neural networks
  • Computer vision and Image Processing
  • CNN – Convolutional Neural Network
  • Data Augmentations – Image Analysis and Processing
  • Transfer Learning
  • Multiclass classification
  • Deep Convolution Model – Details About Every Model
  • Small Projects
NLP
  • Natural Language Processing – NLTK and spaCy
  • Tokenization, Stemming, Lemmatization, Corpus, Stop Words, Parts-of-speech (POS) Tagging etc.
  • Sentiment in Text Data
  • Term frequency Inverse document frequency (TF-IDF)
  • Vectorization/Word Embedding
  • Word Cloud for Text Data
  • NLP Model – Details About every Model
  • Small Projects
Reinforcement Learning algorithm
  • Markov Decision Process
  • Thompos Sampling
  • Upper Confidence Bound
Dimensionality Reduction
  • Principle Component Analysis
  • Linear Discrimination Analysis
  • Kernel PCA
Model Selections & Ensembled Techniques, Regularization Techniques
  • Random Train/Test Split
  • Resampling
  • Lasso Regression
  • Ridge Regression
  • Probabilistic Model Selection
  • Boosting and Bagging
  • Random Forest
  • XGBM
Live Projects End to End – Final Project
  • Module Assignments
  • End to End project Description with deployment using Python

Contact: +91 7878 444 333, [email protected]

Who is eligible for this course?BCA, MCA, CE, IT, Science field, 12 Pass, Statistics in ML
What you will getJob Support; Rich Learning Content; Experienced Teachers; Industry Oriented Projects
Duration18 Months
Daily Time2 Hours

Rank #5. Data Science Institutes in Surat

5. DataMites

DataMites is one of the few top Data Science institutes offering comprehensive instruction in data science, machine learning, python programming, Tableau, deep learning, and artificial intelligence is DataMites.

Professionals with extensive experience and a solid understanding of the data science business lead the training sessions. It distinguishes itself as an institute that makes a difference and has changed the lives of individuals hoping to succeed in the data science industry with our constant quality and affordability. It provides Data Science courses in Surat.

Course Syllabus

Data Science Foundation – 8 Modules

Python Foundation – 6 Modules

Statistics Essentials – 5 Modules

Machine Learning Associate – 8 Modules

Machine Learning Expert – 12 Modules

Advanced-Data Science – 8 Modules

Database: SQL and MongoDB – 7 Modules

Version Control with GIT – 6 Modules

Big Data Foundation – 6 Modules

Certified BI Analyst – 6 Modules

Mode of studyFees
Live Virtual

(Instructor Led Live Online)

 INR 72,345
Blended Learning

(Self-Learning + Live Mentoring)

 

INR 43,995
Classroom

(In-Person Classroom Training)

 

INR 82,845

Contact: 1800-313-3434, [email protected]

Rank #6. Data Science Institutes in Surat

6. Apponix Technologies

Apponix is known for excellence in service quality and professionalism. It is a leader in INNOVATIVE concepts and is always aiming for EXCELLENCE in all industry areas. Apponix Technologies contains a team of highly skilled trainers made up of experienced experts who are currently employed and have hands-on experience in the fields they work in.

They have trained over 10,000 students in a variety of technologies. They provide Data Science Courses in Surat. It’s simple to sign up for the courses. Just go to their website and take a look at the courses. Depending on your preference, you have the option to attend the classes in person or virtually.

What you will get?60+ Hrs Practical Learning; Interactive Live Training Sessions; 1 Year Access to Recorded Sessions; Placement Assurance; Guaranteed 10 Interview Arrangements; Authorized IABAC Training Delivery

Course Syllabus

Class 1: Introduction to Python Programming Language

Class 2: Data handling in Python

Class 3: More data handling using Python

Class 4: Additional Functions of Python

Class 5: Statistics

Class 6: Linear Regression

Class 7: Linear Regression Practice Case Study

Class 8: Logistic Regression

Class 9: Logistic Regression Practice Case Study

Class 10: Time Series Forecasting

Class 11: Cluster Analysis

Class 12: Decision Tree and Random Forest

Rank #7. Data Science Institutes in Surat

7. Simplilearn

Simplilearn is providing the world’s number 1 online Boot camp which provides Data Science courses organized in association with IBM. Their comprehensive data science training in Surat will improve your proficiency with Python, Tableau, Hadoop, and Spark.

You will also study the most important Data Science and Machine Learning skills of the modern world and receive excellent instruction from leaders in the field.

Tools covered during the course

  • ChatGPT
  • DALL·E 2
  • MySQL
  • NumPy
  • Pandas
  • SciPy
  • Python
  • R
  • Seaborn
  • Tableau
  • Matplotlib

Curriculum

Course 1 Programming Essentials

Course 2 SQL Certification Course

Course 3 Python for Data Science by IBM

Course 4 Applied Data Science with Python

Course 5 Machine Learning using Python

Course 6 Tableau Training

Course 7 Data Scientist Capstone

Rank #8. Data Science Institutes in Surat

8. Skillslash

Skillslash is an online educational provider which supports talented individuals and established professionals in advancing their careers. They provide cutting-edge courses in disciplines including data science, analytics, and software development.

The greatest Data Science Courses in Surat are offered by Skillslash. Additionally, top academics and business executives have carefully chosen the Data Science and AI courses.

Key Highlights

  • Live project experience
  • Lifetime accessibility
  • 15+ Industry Projects
  • 350+ Live sessions

Modules Covered

Module 0 Introduction

Module 1 – Programming Essentials

Module 2 – Applied Statistics

Module 3 – Advanced Machine Learning

Module 4 – Deep Learning

Module 5 – NLP

Module 6- Reinforcement Learning (only in Pro Max)

Module 7- Computer Vision (only in Pro Max)

Module 8 – Data Structures and Algorithms (12 Weeks) (only in Pro Max)

Module 9 – TOOLS

Rank #9. Data Science Training in Surat

9. Intellipaat

By enrolling in Intellipaat’s Data Science courses in Surat, you may master data science skills like machine learning, tableau, SQL, MLOps, and more with real-time projects which are offered in partnership with iHUB, and IIT Roorkee. Become a certified Data Scientist by learning from esteemed IIT faculty members and business professionals.

Key Highlights

  • 50+ Live sessions across 7 months
  • 218 Hrs Self-paced Videos
  • 200 hours of Project & Exercises
  • Learn from IIT Roorkee Faculty and Industry Practitioners
  • 1:1 with Industry Mentors and 24*7 Support
  • Resume Preparation and LinkedIn Profile Review
  • Campus Immersion at IIT Roorkee
  • No-cost EMI Option

Modules covered

Module 1 – Preparatory Session – Linux and Python

Module 2 – Data Wrangling with SQL

Module 3 – Python With Data Science

Module 4 – Linear Algebra and Advanced Statistics

Module 5 – Machine Learning

Module 6 – Supervised Learning

Module 7 – Unsupervised Learning

Module 8 – Deep Learning Using TensorFlow

Module 9 – Data Science Capstone Project

Module 10 – Business Case Studies

Module 11 – Generative AI

Elective

Module 12 – Power BI

Module 13 – Deploying Machine Learning Models with Cloud

Module 14 – Git

Job Readiness

Module 15 – Data Analysis with MS Excel

Contact: +91-7022374614

Rank #10. Data Science Training in Surat

10. IIHT Surat

They are a well-known international IT training and education institute with headquarters in Surat. The qualified IT trainers at IIHT Surat support you in selecting the appropriate course. They also provide Data Science Courses in Surat.

Additionally, they provide future-proof, career-focused information technology courses that are in high demand right now. In addition to the course material, they also handle their placement support.

All of the students have access to their placement platform, where they regularly engage with organizations and placement partners to match talent with opportunities.

Course Topics covered

Data Visualization and Analytics75 days55 lessons
BI Analytics and Visualization75 days28 lessons
Analytics with R60 days44 lessons
Machine Learning Course60 days 

Frequently Asked Questions

Q1. Is data science an expensive field?

Depending on the subject length and services provided during the course, the average total cost of Certificate and Diploma programs can change. But overall cost varies from ₹50,000 to ₹1,50,000.

Q2. Which is better data science or AI?

Depending on what you require. Select data science if you want to use data analysis to uncover insights and drive strategic decisions. Artificial intelligence and especially deep learning algorithms, are the best options if you need systems that simulate human behavior, such as learning from experiences. That’s where data science and artificial intelligence differ.

Q3. Does data science require coding?

Data scientists utilize AI-powered tools and deep learning algorithms to search data for patterns and forecasts. However, data scientists frequently have to create these kinds of programs and algorithms on their own, which surely requires coding.

Q4. What qualifications does a data scientist need to have?

For entry-level jobs, a bachelor’s degree in a related field such as computer science, statistics, mathematics, or engineering is typically necessary. Regarding the qualifications needed for a data scientist, some companies can favor individuals who hold a PhD or Master’s degree in a relevant discipline.

Conclusion

Over the previous five years, there has been an increase in demand for data scientists and it is anticipated that growth will continue with the emergence of Big Data and artificial intelligence (AI). The field of data science appears to have a bright and safe future ahead of it. The Bureau of Labor Statistics (BLS) expects that from 2022 to 2032, there will be a 35% increase in demand for data scientists, resulting in an average of 17,700 job opportunities annually. This is an excellent moment to start if you want to work in data science. If you have the necessary skill set, it can help you gain a high-paying position in this fascinating industry.

 

Author:
Worked as an Information Analyst with over 3 years and 7 months of experience. Graduated BE in Electrical and Electronics Engineering from Arunachala College of Engineering for Women and an MBA in Human Resource Management from Annamalai University. Currently, pursuing a Content writing Internship at IIM Skills.

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