Elevate your career with our data science training in Chennai at SLA. Learn from industry experts and acquire in-demand data science skills along with job-ready skills in our data science training and placement institute.
Gain expertise in data preparation, data analytics, code development, math or statistical implementation, machine learning or AI deployment, database management, clustering, decision trees, and hypothesis testing through our data science certification course.
2 Hours Real Time Interactive Technical Training
1 Hour Aptitude
1 Hour Communication & Soft Skills
(Suitable for Fresh Jobseekers / Non IT to IT transition)
4 Hours Real Time Interactive Technical Training
(Suitable for working IT Professionals)
Steps in developing a Machine Learning application
The Data Science Training in Chennai will cover all the topics ranging from fundamental to advanced concepts, which will make it easy to grasp Data Science. The Data Science Course Curriculum is composed of some of the most useful and rare concepts that will surely give students a complete understanding of Data Science. So, some of those curriculum are discussed below:
Data Science is an interdisciplinary field utilizing scientific methods and algorithms to derive insights from structured and unstructured data. It integrates mathematics, statistics, computer science, and domain-specific knowledge to analyze data, discover patterns, predict outcomes, and guide decision-making across industries, encompassing stages from data collection to interpretation.
Data Science Full Stack refers to expertise in both data science and data engineering, covering the complete lifecycle from data collection and preprocessing through modeling, deployment, and visualization. Professionals in this role manage end-to-end projects, delivering scalable solutions that combine advanced analytics with practical implementation for real-world use.
The following are the reasons for learning Data Science:
The following are the prerequisites for learning Data Science:
Our Data Science Online Course in Chennai is fit for:
The Data Science course fees depend on the program level (basic, intermediate, or advanced) and the course format (online or in-person). On average, the Data Science course fees come in the range of 30,000 INR – 40,000 INR for 3 months, inclusive of international certification. For some of the most precise and up-to-date details on fees, duration, kindly contact our Best Data Science Training Institute in Chennai directly.
The following are the jobs related to Data Science:
The following are the real-time Data Science applications:
The Data Scientist freshers salary typically with less than 2 years of experience earn approximately ₹9-10 lakhs annually. For mid-career Data Scientists with around 4 years of experience, the average annual salary is around ₹14.1 lakhs. An experienced Data Scientist with more than 7 years of experience can anticipate an average yearly salary of around ₹19.6 lakhs.
Develop a model using regression algorithms to predict future sales based on historical data, considering factors like seasonality and economic indicators.
Build a classification model to anticipate customer churn using machine learning techniques, analyzing behavior and demographics to identify contributing factors.
Conduct sentiment analysis on Twitter or Facebook data to gauge public opinion about topics, products, or brands using NLP methods to categorize sentiment as positive, negative, or neutral.
Deep Learning for Image Recognition: Create an image recognition system with CNNs to classify images into categories such as objects, animals, or handwritten digits.
Utilize Apriori or similar algorithms to analyze transaction data, discovering purchasing patterns to generate product recommendations based on frequent itemsets.
Analyze EHR data to predict patient outcomes or diagnose medical conditions using supervised learning techniques, developing models for disease prognosis or treatment planning.
Construct a fraud detection system using anomaly detection or supervised learning to identify fraudulent transactions by examining patterns and anomalies in financial data.
Develop a model using deep learning techniques to automatically generate human-like text, creating applications for product descriptions, news articles, or creative writing.
Use ARIMA or LSTM algorithms for forecasting stock prices, weather conditions, or other time-dependent data, leveraging historical trends for accurate predictions.
Proficiency in Python and R is essential for performing data manipulation, statistical analysis, and machine learning tasks in Data Science.
Important libraries include NumPy and Pandas for data manipulation, Scikit-learn and TensorFlow for machine learning, and Matplotlib and Seaborn for data visualization.
Supervised learning involves training models on labeled data to predict outcomes, whereas unsupervised learning discovers patterns in unlabeled data without predefined outcomes.
Techniques for handling missing data include imputation (replacing missing values), deletion of missing data points, or using algorithms designed to handle missing values directly.
Cross-validation is a technique to evaluate model performance by partitioning data into subsets, training on one subset, and validating on another to ensure robustness and generalizability.
The bias-variance tradeoff balances a model’s ability to capture complex patterns (low bias) against its sensitivity to noise (variance), aiming to minimize prediction errors.
Feature selection involves choosing the most relevant variables from a dataset to improve model accuracy, reduce overfitting, and enhance interpretability of results.
Performance metrics for classification models include accuracy, precision, recall, F1-score, and AUC-ROC, selected based on specific goals and requirements of the classification task.
The Softlogic Systems has two branches currently – one is in K.K.Nagar and another is in OMR, Navalur.
Yes, Softlogic Systems has an EMI option available with 0% interest.
Our Data Science Training in chennai has the best curriculum among other IT institutes ever. Our institute is located in the hub of IT companies, which creates abundance of opportunities for candidates.. Our Data Science course syllabus will teach you topics that no other institute will teach. Enroll in our Data Science training to explore some innovative Top project ideas for the Data Science.
The following are the scopes available in the future for learning the Data Science Course:
