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Software Training Institute in Chennai with 100% Placements – SLA Institute

Data Science Fullstack Training In Chennai

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Softlogic Systems is No. 1 institute for Data Science Fullstack training in Chennai for assured placements. Our Data Science Full Stack Course Syllabus covers Python programming, statistics, data wrangling, data visualization, machine learning, deep learning, big data tools, cloud deployment, and real-world project implementation Our Data Science Fullstack course in Chennai comes with placement support, flexible schedules, real-time projects, and certification to help you successfully launch your career. Our placement team connects you with top IT companies for a smooth career transition.

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Syllabus of Data Science Fullstack Course In Chennai

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  • Python Introduction & history
  • Color coding schemes
  • Salient features & flavors
  • Application types
  • Language components (variables, literals, operators, keywords…)
  • String handling management
    1. String operations – indexing, slicing, ranging
    2. String methods – concatenation, repetition, formatting
    3. Supporting functions
  • Native data types
    1. List
    2. Tuple
    3. Set
    4. Dictionary
  • Decision making statements
    1. If
    2. If…else
    3. If…elif…else
  • Looping statements
    1. For loop
    2. While loop
  • Function types
    1. Built-in functions
    2. Math functions
    3. User defined functions
    4. Recursive functions
    5. Lambda functions
  • OOPs
    1. Classes and objects
    2. __init__ constructor
    3. Self-keyword
    4. Data abstraction
    5. Data encapsulation
    6. Polymorphism
    7. Inheritance
  • Exception handling
    1. Error vs exception
    2. Types of error
    3. User defined exception handling
    4. Exception handler components
    5. Try block, except block, finally block
  • File handling
    1. How to create a txt file using python
    2. File access modes
    3. Reading and writing data to a txt file
    4. Data operations
  • Working with PANDAS & NUMPY
    1. PANDAS – data analysis intro
    2. PANDAS – data structures
    3. Series creation types
    4. Data Frame creation types
    5. Accessing data from Series and DataFrame
    6. Data merging
  • Working with PANDAS & NUMPY
    1. Data mapping
    2. Finding duplicates
    3. Removing duplicates
    4. Describing data
    5. Finding null values
    6. Group by function
    7. Sort values
    8. Statistical functions
    9. Reading and writing data from CSV
    10. Data operations on CSV file
    11. Basic visualizations
    12. NUMPY array processing intro
    13. Types of ndarray
  • Numpy attributes
    1. ndim
    2. shape
    3. size
    4. type
  • Shape manipulations
    1. Ravel
    2. Reshape
    3. Resize
    4. Hsplit
    5. Vstack
  • Numpy additional functions
    1. Tile
    2. Eye
    3. Zeros
    4. Ones
    5. Diag
    6. arange
    7. New axis addition
    8. Random number generation
  • Data science terminologies
  • Exploratory data analysis intro
  • Types of machine learning algorithms
  • Classification and regression intro
  • Prediction and analysis techniques to be used in ML
  • MATPLOTLIB – data visualization
    1. Histogram
    2. Pdf
    3. Adding axes
    4. Adding grid
    5. Adding label
    6. Adding ticks
    7. Setting limits
    8. Adding legend
  • MATPLOTLIB plotting
    1. Bar chart
    2. Pie chart
    3. Heat map
    4. Box plot
    5. Scatter plot
    6. 3d plot
  • SEABORN – advanced color palette visualization
    1. Bar chart
    2. Pie chart
    3. Dist plot
    4. Pair plot
    5. Reg plot
    6. Count plot
    7. Swarmplot
    8. Heat map
    9. Scatter plot
    10. Lm plot
  • Machine learning algorithm types
    1. Supervised learning
    2. Unsupervised learning
    3. Ensemble learning technique
  • Working flow of dataset
    1. Loading necessary modules
    2. Loading dataset
    3. Feature scaling
    4. Feature extraction
    5. Data standardization
    6. Data normalization
    7. Data manifesting
    8. Model creation
    9. Fitting data models
    10. Model prediction
  • ML algorithms with live demo and mathematical intuition
    1. Linear regression
    2. Logistic regression
    3. Naïve bayes classifier
    4. KNN (K nearest neighbor)
    5. KMC (K means clustering)
    6. Support vector machines
    7. Principal component analysis
    8. Decision tree
    9. Random forest
    10. XGBoost
  • Neural networks introduction
  • Brain activation functions and layer components
  • Neural network terminologies of ANN, CNN, RNN
    1. Models
    2. Initializers
    3. Optimizers
    4. Layers
    5. Activation functions
    6. Loss functions
    7. Metrics
    8. Model compilations
    9. Model evaluation
    10. Max pooling layers
    11. Edge filters
    12. Back propagations
    13. Early stopping
    14. Epoch
  • Datasets to be used for MLP,ANN, CNN,RNN
    1. Boston house prediction
    2. CIFAR10
    3. CIFAR100
    4. MNIST
    5. FASHION MNIST
    6. IMDB Movie review analysis
  • NLP (Natural Language Processing)
    1. NLTK
    2. NLTK
    3. SPACY
  • COMPUTER VISION
    1. Digital Image Processing using CV2 library
    2. LIVE PROJECTS

Objectives of Data Science Fullstack Course In Chennai

The objectives of learning Data Science Fullstack Training include

  • Grasping data science concepts deeply.
  • Developing proficiency in Python and R programming.
  • Getting hands-on experience through projects.
  • Learning data analysis techniques effectively.
  • Mastering machine learning methods.
  • Understanding deployment and scalability principles.
  • Preparing for careers in data science.
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Highlights of Data Science Fullstack Course In Chennai?

Data Science Fullstack covers all aspects of working with data, from start to finish. It includes skills in programming, data visualization, statistics, and machine learning. A Data Science Fullstack professional can handle various tasks in data science projects, making them valuable for solving complex problems and making informed decisions using data.

Learning Data Science Fullstack is beneficial because:

  • Gain skills in programming, data analysis, and machine learning.
  • Opens up various job opportunities.
  • Helps you understand how data drives decisions.
  • Improves problem-solving abilities by analyzing data.
  • Enables innovation and efficiency in organizations.
  • Skills are valuable across different industries.

For Data Science Fullstack, no mandatory prerequisites are required, but having some basics covered can be helpful. You’ll find it beneficial to have programming skills, especially in Python or R, and a grasp of math and statistics.

Our Data Science Fullstack Training in Chennai is suitable for:

  • Students
  • Professionals seeking a career change
  • IT professionals aiming to enhance their skills
  • Enthusiastic programmers
  • Job Seekers

The fees for our Data Science Fullstack Training in Chennai vary depending on the program level (basic, intermediate, or advanced) and the course format (online or in-person). On average, fees for the Data Science Fullstack Training in Chennai range from 50,000 INR to 65,000 INR for a duration of 4 months, which includes international certification. For precise and up-to-date information regarding fees, duration, and certification, please contact our leading Data Science Fullstack Training Institute in Chennai directly.

Job roles related to Data Science Fullstack include:

  • Full Stack Developer: Handles both frontend and backend development.
  • Data Science Developer: Specializes in backend coding.
  • Frontend Developer: Focuses on user interface design.
  • Backend Developer: Works on server-side logic.
  • Web App Developer: Builds and deploys web applications.
  • Software Engineer: Develops software using Data Science Fullstack.
  • Systems Analyst: Translates business needs into technical requirements.
  • Technical Lead: Guides a team in Data Science Fullstack development.

For a Full Stack Data Scientist with less than three years of experience, the average annual salary ranges from ₹2,50,000 Lakhs to ₹5,00,000 Lakhs. Those with 4-9 years of experience earn around ₹9,00,000 Lakhs per year, while experienced professionals with 10-20 years of experience earn an average of ₹15 Lakhs per year.

Here are some practical uses of Data Science Fullstack:

  • Predicting Equipment Failures: Using sensors and smart algorithms to foresee machinery issues and plan maintenance before breakdowns occur.
  • Detecting Fraud: Analyzing transaction data instantly to spot suspicious activity and prevent financial fraud.
  • Personalized Recommendations: Using data to suggest products or content tailored to individual preferences.
  • Health Monitoring: Tracking vital signs in real-time to detect health problems early on.
  • Self-Driving Cars: Employing sensors and AI to enable vehicles to drive themselves safely.
  • Optimizing Supply Chains: Using data to improve the efficiency of shipping and distribution processes.
  • Managing Energy Usage: Analyzing energy data to reduce waste and enhance sustainability efforts.

Boost your skills with Data Science Fullstack Course In Chennai with Experts

Our Mentors are from Top Companies like:
  • Our trainers, equipped with strong academic backgrounds in computer science or related fields, lead the way in our Data Science Fullstack Training in Chennai programs.
  • Our trainers bring extensive industry experience, having actively participated in real-world projects focusing on data science and full-stack development.
  • Many of our trainers have earned certifications in data science, machine learning, and full-stack development, showcasing their dedication to professional growth.
  • Excelling in simplifying intricate concepts, Our trainers leverage their teaching backgrounds to effectively convey knowledge.
  • Their expertise encompasses various aspects of data science and full-stack development, ensuring comprehensive coverage in our training.
  • Proficient in essential tools such as Python, R, Java, SQL, and data analysis and visualization tools, Our trainers offer practical insights into industry-standard technologies.
  • Committed to continuous learning, our trainers stay abreast of the latest industry trends, enhancing the relevance of our training programs.
  • Providing mentorship and guidance, Our trainers play a pivotal role in supporting students throughout their learning journey.
  • Their exceptional communication skills contribute to creating engaging and interactive learning environments, fostering student participation.
  • Motivated by a passion for teaching and dedicated to student success, Our trainers strive to empower learners with valuable skills and knowledge.
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Explore Real Projects Built by Softlogic Students

Explore the real-world, enterprise-level projects designed and executed by our successful alumni. Gain the same hands-on exposure to live industry projects, build a standout portfolio, and prove your practical skills to top hiring managers instantly.
Stock Market Prediction
Social Media Sentiment Analysis
Energy Management
Project Practices for Data Science Fullstack Course In Chennai

Why Softlogic Systems is the Best Choice for Data Science Fullstack Course In Chennai

Crowdfunding Platform
Online & Offline Training Options
Learn at your convenience with flexible classroom and live online training.
Learn from 100+ Real-Time Developers
Get trained by industry professionals with years of hands-on experience.
Voting System with Python Django
Hands-on Projects & Codeathons
Practice with real-time projects and coding challenges to build confidence.
0% EMI Fee Options
Pay your course fees flexibly with easy EMI plans at zero interest.
Resume & Interview Support
Get expert help with resume building, mock interviews, and soft skills.
Placement with Top IT Firms
Access placement opportunities with leading MNCs and IT companies.
500+ Hiring Partners
Benefit from Softlogic’s strong recruiter network for faster job placement.
No Backdoor Jobs
We ensure only genuine placement opportunities with trusted companies.
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Certifications

Earn Your Certificate of Completion
Validate your achievements with Softlogic's Certificate of Completion, verifying successful fulfillment of all essential components.
Take Your Career to the Next Level with  Certifications
Get a certifications through our training programs to gain a competitive edge in the industry.
Stand Out from the Crowd with Codethon Certificate
Verify the authenticity of your real-time projects with Softlogic's Codethon certificate.

The Global Edge: Certified Vs. Uncertified

With Global Certification

  • ✅ Visibility in ATS Filters
  • ✅Command Higher Hikes
  • ✅ Verified Skill Proof
  • ✅Global Job Access
  • ✅ Fast-Tracked Senior Roles

Without Global Certification

  • ❌ Stuck in Screening
  • ❌ Lower Starting Pay
  • ❌ Unproven Technical Ability
  • ❌ Limited Local Scope
  • ❌ Slower Career Leader
  •  
Let's take the First Step to a better future! GET Free Career Guidance
The SLA Way to Get Placed

The SLA Way to Get Placed

Seven connected stages, one continuous path from enrollment to your career launch — here is exactly how it works, step by step.

01
🎓

Technical Mastery

Industry-aligned curriculum, daily coding tasks, real-time projects

02
💻

Career Readiness

Aptitude, Communication, ATS-friendly resume optimization

03
🎯

Placement Prep

Aptitude, communication tuning and technical interview mastery.

04
💬

Panel Mock Interviews

Real company-pattern mocks with expert panel feedback.

05
👨‍💼

Interview schedule

Multiple company drives with lifetime placement support.

06
📝

Interview Feedback

Detailed performance analysis and one-on-one guidance.

07
🏆

Launch Your Career

Land your first job with lifetime alumni and career support.

Listen to Our Students' Video Testimonials

FAQ

Yes, full-stack skills are useful for data science because they enable professionals to handle both frontend and backend aspects of data science projects, facilitating end-to-end development and deployment of data-driven applications.

Yes, full-stack development typically involves coding, as it encompasses both frontend and backend development tasks. Knowledge of programming languages like JavaScript, HTML, CSS, and backend languages such as Python, Java, or Ruby, is essential for full-stack developers.

Yes, Data Science Full Stack roles are still in high demand as organizations continue to invest in data-driven decision-making and require professionals who can handle both data analysis and software development tasks effectively.

Yes, data scientists often receive competitive salaries due to the high demand for their skills and expertise in analyzing and interpreting complex data.

Definitely! We offer ongoing placement assistance to help candidates achieve their career goals. Contact our career advisor to arrange a free demo for the leading Data Science Fullstack course in Chennai, featuring placement support.

Yes, SLA offers IBM-accredited certifications upon successful completion of their Java Full stack developer training course.

The placement team at SLA enhances your job prospects by providing comprehensive support. Whether you’re a certified student looking to switch careers or entering the workforce for the first time, you’ll receive extensive assistance through our placement services. SLA offers the following premium services as part of our placement support:

  • Resume building
  • Career guidance and advising
  • Interview practice sessions
  • Career expos

The stress level in a data scientist’s job can differ based on workload and deadlines. While the work involves complex problem-solving and handling large datasets, many find it stimulating rather than stressful. However, there might be times of pressure, which varies for each person.

We accept all sort of major payment methods like cash, credit cards (Visa, Maestro, Master card), Netbanking, etc

Please contact our course counselor by call or Whatsapp at +91 86818 84318. As an alternative, you can use our Website chat, Website form, or email us at enquiry@softlogicsys.in

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