Data Science Training in Indira Nagar
Besant Technologies offers Best Data Science Training in Indira Nagar, HRBR Layout , BTM Layout, Marathahalli, Jaya Nagar & Rajaji Nagar in Bangalore. We teach students what the IT industry deems important- starting from basic to advanced concepts, that too in a real-time environment. Are you Looking for Data Science Training in Indira Nagar with Certification? At Besant Technologies, we offer comprehensive & practical Data Science Course in Indira Nagar. For more details call us at 7337837626 or walk into our Data Science Training Center in Indira Nagar.
Best Data Science Training in Indira Nagar
Besant Technologies offers Data Science training in Indira Nagar. We provide Software training based on Corporate level standards that help our students to be prepared for industries. We offer best Data Science training in Indira Nagar, Besant Technologies is one of the best results-oriented Data Science Training Institute in Indira Nagar, offers best practices, experimental knowledge in best Data Science training in Indira Nagar, Bangalore. Data Science training in Indira Nagartrainer 8+ years of experience in managing real-time projects. We providing a basic to advanced level of Data Science Training in Indira Nagar with live projects with 100% job placement assistance with top industries.
Best Data Science Training Institute in Indira Nagar
Data Science training in Indira Nagar with placement assistance is the main feature which rated us five stars in the reviews by our alumni. Reviews and honest feedback is mentioned on our Reviews and Testimonials page. Besant Technologies is one of the best Data Science training centers in Indira Nagardelivering out-of-box thinking professionals to the IT industry. Besant Technologies has a modern lab equipped with all latest facilities, Students will have hands-on Training through live projects.
What is Data Science?
Data science is an interdisciplinary field that utilizations credible techniques, systems, estimations and structures to isolate taking in and bits of picking up from data in various structures, both managed and unstructured,similar to data mining.
Data science is a “plan to join estimations, data examination, machine learning and their related systems” to “understand and analyze good ‘ol fashioned considers” with data.It uses structures and speculations drawn from various fields inside the setting of number juggling, experiences, information science, and programming laying out.
Turing stipend victor Jim Gray imagined data science as a “fourth perspective” of science (observational, theoretical, computational and now data driven) and imparted that “everything about science is changing a brisk inevitable result of the impact of information movement” and the data storm.
Right when Harvard Business Review called it “The Sexiest Job of the 21st Century”,the term “data science” changed into a standard verbalization, and is beginning at now as consistently as possible related with business examination, business learning, dexterous showing up, or any self-assured usage of data, or used as a glamorized term for statistics.In diverse cases, earlier techniques for knowledge and courses of action are in the long run in a general sense rebranded as “data science” to be moreover bewildering, which can affect the term to advance toward finding the opportunity to be “weaken past usefulness.”While distinctive school programs eventually offer a data science degree, there exists no cognizance on a definition or proper instructive modules contents.To its crush, regardless, unique data science and goliath data wanders carelessness to pass on fundamental results, dependably due to poor affiliation and utilization of purposes of premium
Besant Technologies Authorised Partners
BDreamz Global Solutions Private Limited (Owner of Besant Technologies® Brand) is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center.
Trainer Profile of Data Science Training in Indira Nagar
Our Data Science Trainers are
- More than 7+ Years of experience in Data Science Technologies.
- Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
- Trainers have Experienced on multiple real-time Data Science projects in their Industries.
- Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc…
- Trained more than 2000+ Students in a year.
- Strong Theoretical & Practical Knowledge.
- Are certified Professionals with High Grade.
- Are Well connected with Hiring HRs in multinational companies.
Placement Assistance after Data ScienceTraining in Indira Nagar
- Besant Technologies is the Legend in offering placement to the students.
- It has a dedicated placement Portal which caters to the needs of the students during placements.
- Trainers help the students in the development of their RESUME as per current industry standards.
- Besant Technologies conducts Development sessions including Mock Interviews, Presentation skills to prepare students to face challenging interview situation with ease.
- Besant Technologies has prepared its students to get placed in top IT Sectors like HCL, TCS, Infosys, Wipro, Accenture and many more.
- More than 2000+ students Placed in Last Year. Please Visit our Placed Students List on our website.
- 92% percent Placement Record
- 1000+ Interviews Organized
Syllabus of Data Science Course in Indira Nagar
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
Reviews of Data Science Training in Indira Nagar
Besant Technologies Data Science Training in Indira Nagar Reviews have given by our students already completed the Data Science training with us. Please give your feedback as well if you are a student.
Locations of Data Science Training in Bangalore
Besant Technologies branches in Bangalore are listed above. And most popular locations where students/professionals are lining up to get trained with us. Data Science Training in BTM Layout | Data Science Training in Marathahalli | Data Science Training in Jayanagar | Data Science Training in Rajaji Nagar | Data Science Training in Indira Nagar| Data Science Training in Malleswaram| Data Science Training in Banashankari | Data Science Training in Ulsoor | Data Science Training in Basavanagudi | Data Science Training in Whitefield | Data Science Training in KR Puram | Data Science Training in HSR Layout