Are you looking for Data Science Training in Chennai?. BITA Academy is the Best Data Science Training Institute in Chennai, Ramapuram, and Madipakkam. During live interactions with practitioners, practical workshops, and industry projects, the Data Science Course in Chennai delivers hands-on exposure to technical aspects such as R, Python, Machine Learning, Tableau, Hadoop, and Spark. We provide you with placement assistance on the Data Science Certification Course.
What is Data Science?
Data science involves extracting and analyzing essential data from relevant sources to measure success and plan future goals. Data Science is a “concept of integration of statistics, data analysis, computer science and related methods” for the use of data “to understand and analyze real-world phenomena”. Data science uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. Data science is related to data mining, machine learning and big data. We use technologies and theories in many areas related to Mathematics, statistics.
Roles and Responsibilities of a Data Scientist
Distinguish significant data sources and automate collection processes
Embrace preprocessing of organized and unstructured information
Investigate a lot of data to find patterns and examples
Fabricate prescient models and AI calculations
Join models through group demonstrating
Present information using data visualization technology
Propose arrangements and systems for business challenges
construct data products to extract precious enterprise insights.
Data Scientist Skills:
Solid experience as a data scientist or data analyst
Data mining experience
Understanding Machine Learning and Operations Research
Knowledge of R, SQL and Python. Familiarity with Scala, Java, or C ++ is an advantage
Experience with business intelligence tools (Tableau) and data frameworks (Hadoop)
Analytic thinking and business insights
Strong math skills (statistics, algebra, etc.)
Problem-solving ability
Excellent communication skills and presentation skills
Why do you need to learn Data Science?
Most developers and IT professionals have not yet mastered these valuable skills. You need to fully understand what data science is, why it is essential, and where these trends are heading:
Discover influential trends such as data analysis.
Explore the Internet of Things and big data.
We will learn about machine learning.
Get a better understanding of this technology and tools. To complete a data science certification course in Chennai and become a data scientist or data analyst.
Big data and data science are currently in high demand, and many marketing companies require data scientists to analyze data related to product sales. Online courses in data science training will help you understand the different tools and techniques used to analyze your data. By studying this course, you will understand why artificial intelligence is vital for data science. Therefore, it is your primary authority to research the curriculum of the data science courses they cover. BITA Academy is the best training institute for data science/analysis courses using Python, R, SAS and Excel.
Difference between Data Analytics and Data Science
Analytics and its types
Lifecycle Probability
Deep Dive on Analytics Project Lifecycle
Part 2: Ecosystem for Machine learning
Deep Dive on Python in Data Science
What is NumPy?
What is Matplotlib?
Pandas
SciPy
scikit learn
Part 3: Statistics and Mathematics
Deep Dive on Inferential statistics Descriptive statistics
Deep Dive on Linear Algebra Probability Calculus
Part 4: Exploratory Data analysis
How to Load Machine Learning Data
Deep Dive on Data with Descriptive Statistics
Deep Dive on Data with Visualisation
Part 5: Deep Dive on Feature Engineering
Prepare Your Data for MachineLearning
What is the need For Data Pre Processing?
Data Transforms
How to Rescale Data?
How to Standardise and Normalise Data?
Binarize Data (Make Binary)
Feature Selection for Machine Learning
What is Feature Selection and Univariate Selection?
Deep Dive on Recursive Feature Elimination
What is Principal Component Analysis?
Feature Importance
Part 6: Machine learning Algorithms in Data Science
Gradient Descent for Machine Learning
Gradient Descent
Batch Gradient Descent
Stochastic Gradient Descent
Tips for Gradient Descent
Linear Algorithms
What is Linear Regression and Logistic Regression?
Linear Discriminant Analysis
Nonlinear Algorithms
Decision Trees
Naive Bayes
Gaussian Naïve Bayes
Deep Dive on K-Nearest Neighbors
Learn Vector Quantization
Deep Dive on Support Vector Machine
Unsupervised Algorithms
What is Cluster Algorithms?
What is PCA?
Recommendation System
What is User based Collaborative Filter and Item based Collaborative Filter?
Part 7: Ensemble Algorithms
Bagging and Random Forest
Bootstrap Method
What is Bootstrap Aggregation (Bagging)?
What is Random Forest?
Estimated Performance
Variable Importance
How to Prepare Data for Bagged CART?
Boost and AdaBoost
Learn an AdaBoost Model from Data
How to Train One Model?
How to Make Predictions with AdaBoost?
Do you know to Prepare Data for AdaBoost?
Part 8: XGBOOST
Part 9: Evaluation and Performance metrics of Model
Test Machine Learning Algorithms
How to Split into Train and Test Sets?
What is K-fold Cross-Validation?
Leave One Out Cross Validation
Repeated Random Test Train Splits
What are the Techniques to Use and When?
Algorithm Evaluation Metrics
What is Classification Metrics?
Deep Dive on Regression Metrics
Part 10: Productising the Model
Save and Load Machine Learning Models
How to Complete Your Model with pickle?
Tips to complete Your Model
How to Create Rest services?
Part 11: Real Time Project for Data Science Training Online.
Anyone willing to learn Data Science Course with Python or Data Science Course with R shall contact us.
These Data Science Certification Courses in Chennai available in market will help you to gain knowledge on data analysis concepts wherever required. So just, think about predicting the data based on samples and statistics that you analyse. So this will happen only if you learn this technology in best Data Science Training institute in Chennai.
Are you looking for a way to start your career? Getting a data science certification is an important step. Even if you already have experience in data science, a professional qualification in an advanced data science course can help you grow your career, differentiate yourself from your competitors. As a certified data scientist, you have the liberty to work anywhere in the world. This Certification Course in Data Science does not require any coding skills, and it is helpful for college students and freshers. So you can enrol for Data Science Training in Chennai with Data Science Exams and Certifications.
DataScience Foundation Certification – DSF
Certified Machine learning Expert – CMLE
Python/R for Data Science Certification
Statistics for Data Science Certification
Machine Learning Expert Certification
SQL for Data Science Certification
Data Science Business Case Certification
“Data is precious and will last longer than the system itself”. BITA provides you with all the certification courses and Data Science Training in Chennai
Today, more and more companies recognize the value of data-driven technologies such as artificial intelligence and automation. Therefore, there is an increasing need for highly skilled data scientists. From healthcare to finance, retail and entertainment, some industries harness the power of data science. Today, almost every industry and company recognizes the importance of data and the need for qualified data scientists. The average salary of a data scientist is Rs. 6-7 LPA. With less than a year of experience, entry-level data scientists can earn about Rs.5 LPA. Sign up for Data Science Training in Chennai.
We will arrange for a counselling session with you first to understand your requirements and based on it, we will allot any one of our trainer who are industry experts and has real time working experience in this field.
Yes. We will arrange a back up session for you if you miss any one of the classes. But we request you to be regular for the classes as we have limited training sessions for a course.
Yes. Our tech team will assist you on the software installation process that is required for the course program and we will guide or offer technical support if in case you face any issues during the course period.
Yes. we offer good discounts for professionals or students who join as batches. Please call us for more details on the current offers that is going on.
Yes, we offer corporate training at the best price ensuring that there is no compromise in the quality. Call us for if you need support there.
Testimonial
Good Training given in the Data Science Course online. All the training classes happened via online meeting tool and it was recorded. it was useful for me to use these recordings often when required. trainer was like a friend to me . built in great confidence and the workouts that was given was useful. class happened without breaks and that is something i liked it. Modelling Samples that was given for workouts is interesting. very useful for Data Science learners if they want to step in to IT Career as Data Analyst.
- Aadita Shankar
Learnt Data science in Bita . Our trainer was very helpful. We had flexible timings and the teaching methods were great.
