Best Data Science Training in Pune
The best thing about the way we impart Data Science Training in Pune is that it is in sync with industry standards and needs. To be specific, our offered services include Data Science Corporate Training services, Data Science Online Training as well as Data Science in Classroom training. The designing of our syllabus has been done in such a manner that all real-world requirements are efficiently met. The syllabus we offer is not just suited to advanced level students but also beginners. An important aspect of the training we provide is that it is offered on weekdays as well as weekends for the convenience of students, according to their demands.
Our aim has always been on providing One-to-One Data Science Training in Pune to make sure the trainees extract as much from the course as possible. And since we offer Data Science Training in Pune on a fast-track basis, time never surfaces as a problem. The instructors focus on imparting A-class training supported by a lot of practical examples.
Besant Technologies has many branches in Pune. Besant imparts the Best Data Science Training Courses in Pune’s Aundh and Kharadi. Our past students and those who know about us render us the Best Data Science Training Institute, which has been making people’s career brighter by imparting Certification-Oriented Data Science Training in Pune.
The training we offer for Data Science Certification in Pune is seamless for sure, considering the amount of expertise our faculties hold. With the completion of the course we provide, you will feel knowledgeable and confident to face all sorts of IT interviews. The association between the students and trainers at our coaching centres is worth taking a note of. It’s strong and friendly, and the students can engage in course related discussions as and when they feel the need. The trainees can be sure that they will get future assistance too from their trainers.
Although there are many benefits of enrolling yourself with Besant, the biggest benefit lies in the placement assistance you receive. Our dedicated HR cell helps students find jobs of their dreams. Our aim is to provide quality training at affordable prices, because of which the Data Science Training in Pune Course Fees we charge is pretty reasonable. We are the sole Data Science training institute which is capable of providing video reviews of our former students so that you can learn from them about the institute.
You will be surprised to know how many different job-positions you can choose from, after the successful completion of the Data Science course. Here are the major topics we cover under this Data Science course Syllabus Basic Statistics, Linear Regression, Logistic Regression, Decision tree and Case Study for Decision tree, Unsupervised Classification Algorithms Time Series and Case Study for Time Series, K Nearest Neighbor’s Algorithm for Classification, Naïve Bayes Algorithm for Multi Class Prediction, Artificial Neural network with case study, Support vector machines with case study and Recommender Systems.
Want to reap all the benefits of enrolling yourself with a good training institute? Join Besant Technologies right away! The Course timings and the date of commencement of the course have been dished out below-
Data Science Training Key Features
Besant Technologies offers Data Science Training in Pune in more than 4+ branches with expert trainers. Here are the key features,
30 Hours Course Duration
100% Job Oriented Training
Industry Expert Faculties
Free Demo Class Available
Completed 500+ Batches
Data Science Training Batch Schedule
Here are the Data Science Training Classes in Pune Schedule in our branches. If this schedule doesn't match please let us know. We will try to arrange appropriate timings based on your interest.
Data Science Training Syllabus
Module 1: Basic Statistics [4 Hours]
- Random Variables and their Probability Distributions.
- Standardized Values.
- Standardized Random Variables.
- The Normal Distribution.
- The Distribution of the Sample Mean.
- Statistical Inference: Estimation.
- Statistical Inference: Decision Making.
- Decision Making: Hypothesis Testing.
Module 2: Linear Regression [6 Hours]
- Relationship with Correlation
- Assumptions of Linear Regression
- Working with categorical and continuous predictors
- Interaction effects
- Case Study
Module 3: Logistic Regression [10 Hours]
- Why Logistic Regression?
- Logistic Function description
- The logistic Model [ Log Link ]
- Multinomial Logistic Model
- Interpretation of the parametric coefficients
- Case Study
- ROC curve and Gains chart
Module 4: Decision tree and Case Study for Decision tree [ 6 Hours]
- Need for Non-Parametric approach
- Why decision Tree
- Node Classification
- Where to use Decision Tree
- Case Study
Module 5: Unsupervised Classification Algorithms [6 Hours]
- Understanding the working of Kmeans Algorithm
- Cluster Size Optimization vs Definition Optimization,
- Hierarchical and non-hierarchical
- K- medoid and Fuzzy K means
- Case study for clustering
Module 6: Time Series and Case Study for Time Series [ 10 Hours]
- Definition of Time Series
- Time Series Decomposition
- Simple Moving Average Method
- Weighted Moving Average Method
- Single Exponential Smoothing Method
- Double Exponential Smoothing Method
- Triple Exponential Smoothing Method
- AR Models
- MA Models
- ARMA Models
- ARIMA Models
- sARIMA Models
- Case Study
- Using RMSE and MAPE for Model Performance
Module 7: K Nearest Neighbor’s Algorithm for Classification [ 4 hours]
- Lazy Learning techniques
- Distance Matrix
- The Optimum K value
- Data Transformations
- Model Building on Training Data Set
- Model Validation on Testing Data Set
- Evaluation of Model
- Advantages & Disadvantages of KNN Models
Module 8: Naïve Bayes Algorithm for Multi Class Prediction [ 6 hours]
- Bayesian Theorem
- Probabilities - The Prior and Posterior Probabilities
- Conditional and Joint Probabilities Notion
- Traditional Approach - Extract Important Features
- Naive Approach - Independence of Features Assumption
- Advantages & Disadvantages of Naïve Bayes Models
- Case Study
Module 9: Artificial Neural network with case study [10 Hours]
- Understanding Neural Networks
- The mammalian mimic
- The Activation Function
- The Structure of Network
- Back Propagation, Multi-Layer Perceptron, Feed Forward
- The ANN Model
- Case Study
- Training the Model, Testing and Validation
Module 10: Support vector machines with case study [6 Hours]
- Understanding SVM
- Concepts of Linearly separable vs non-separable data
- Hyper Parameters
- Cost and Gamma Functions
- Case study
- Tuning the Model
Module 11: Recommender Systems [6 Hours]
- Usage of Recommender system
- Collaborative and Singular Recommender Systems
- Association Rule mining
- Cosine Similarity
- Case Study
Data Science Training FAQ
Our Data Science Trainers
- More than 10 Years of experience in Data Science Technologies
- Has worked on multiple realtime Data Science projects
- Working in a top MNC company in Pune
- Trained 2000+ Students so far
- Strong Theoretical & Practical Knowledge
- Certified Professionals
- More than 2000+ students Trained
- 92% percent Placement Record
- 1000+ Interviews Organized
Regular Batch (Morning, Day time & Evening)
- Seats Available : 8 (maximum)
Weekend Training Batch (Saturday, Sunday & Holidays)
- Seats Available : 8 (maximum)
Fast Track Batch
- Seats Available : 5 (maximum)
Data Science Training Reviews
Our Besant Technologies Pune Reviews are listed here. Reviews of our students who completed their training with us and left their reviews in public portals and our primary website of Besant Technologies & Video Reviews.
Besant Technologies Reviews
I always knew a good training in Data Science could boost my career by several notches. But I was not being able to buy the claims IT training institutes were making in the ads. I always felt apprehensive of joining any random IT training centre. But then I had to choose one, so I chose Besant. I won’t say it was a well-thought out decision. I didn’t choose Besant because I knew a lot about it. Things just happened in a flow; I just happened to choose Besant. But I can confidently say now that I made the best decision of my life by joining Besant. My concepts in Data Science are crystal clear, and now I feel extremely confident to face any interview.
How many times has it so happened that you just hear something from someone, end up trusting them and regret later? Well, for me, I have always believed in other people, and ended up being taken advantage of. And that is why when my friend suggested me to join the Data Science course at Besant, I was a little doubtful about how things would turn out to be. But surprisingly, I didn’t face any problem this time. In fact, I am grateful, I listened to my friend. Besant has changed my life. I am working at a reputed MNC today and I think I owe everything to Besant.
I wanted to take up a Data Science course because my senior had told me its probable benefits in my career. But because I didn’t know much about the city of Pune, I didn’t know which the best coaching centre for a course in Data Science was. My senior recommended I joined Besant Technologies, so, I did! I am happy about the growth I have made post this training. And there is nothing about my job that I am unhappy about. I am in a good position and I feel I can go places with my Data Science certification earned from Besant.
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Besant Technologies Placements in Pune
Besant Technologies offers placement opportunities as add-on to every student / professional who completed our classroom or online training. Some of our students are working in these companies listed below.
Placed Students Testimonials
Data Science Training Locations in Pune
Most popular locations where students / professionals are lining up to get trained with us.
- Data Science Training in Hadapsar
- Data Science Training in Hinjewadi
- Data Science Training in Kharadi
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- Data Science Training in Sutarwadi
- Data Science Training in Balewadi
- Data Science Training in Pimple Saudagar
- Data Science Training in Aundh
- Data Science Training in Shivaji Nagar
- Data Science Training in Wakad
- Data Science Training in Mamta Nagar
- Data Science Training in Kate Puram
- Data Science Training in Kalas Malwadi
- Data Science Training in Karve Rd