About Data Scientist Course
DataMites™ Certified Data scientist is designed to provide a right blend of all four facets of Data Science
- This four facets forms four pillars for data science field. They are 1. Programing 2. Statistics 3. Machine Learning 4. Business Knowledge.
- The course is mainly focussed on Python for core data science programing, it also includes R as necessary to enable professionals working in R.
- Statistics are covered as required for a Data Scientist, you may find detailed syllabus in syllabus tab.
- Machine Learning is the main tool kit for Data Science in predicting classification or regression.
- This course courses all popular ML algorithms as detailed in syllabus tab.
- This course allows candidates to obtain an in-depth knowledge by laying a strong foundation and covering all the latest data science topics.
- The increasing demand curve for data science professionals to manage the large set of data in various organizations providing millions of job opportunities in global markets.
- The knowledge gained through this course along with IABAC™ certificate surely help you to become data science professional.
Why this course "Certified Data scientist"?
This course comes as a perfect package of required Data Science skills including programing , statistics and Machine Learning. If you aspire to be Data Science professionals, this course can immensely help you to reach your goal.
Data scientist - Course Objectives
After successful completion of this “Certified Data scientist” course, you should have
- Gained a better knowledge on entire Data Science project work flow.
- Understand key concepts of statictics
- Gained hands on knowledge of popular Machine learning algorithms
- In depth knowledge on Data Mining, Data forecasting, and Data Visualization.
- Able to create business case for Data Science project
- Deliver end to end data science project to customer
Advantages of learning course "Certified Data scientist"
Data science is the hottest field in the market as on today. Be it a small company or an MNC, they need a Data scientist to manage their large pool of data.
- High demand for data scientists with only a few qualified people to hire
- High salaries, nearly twice of an average software engineer as per Glassdoor report
- This course not only designed to enable you for new career opportunities but also allows you to apply the new age skills in your current work and become valuable to in your current role.
- Be assured that you are entering the future of data science much earlier to grab those wonderful opportunities arising from this biggest need of the business world.
Who should choose Data Science Course?
This course “Certified Data scientist” is not restricted to any specific domain.
- Fresh Graduates or students from any discipline can choose this course to obtain better job opportunities in this most demanding data science field
- Working professionals looking to change their domain to data science field.
- Highly recommended for those who are aspiring jobs that mainly revolves around data analytics and machine learning
- Project managers aspiring to switch to manage Data Science projects
Why do you need to choose DataMites to do this course?
DataMites™ is the global institute for Data Science accredited by International Association of Business Analytics Certifications (IABAC). DataMites provides flexible learning options from Classroom training, Live Online to high quality recorded sessions
The 6 Key reasons to choose Data Mites™
IABAC™ Accredited
- Globally reputed certification
- Syllabus Aligned with IABAC global market standards
Elite Faculty & Mentors
- Best in industry faculty from IIMs
- Course structured by Professors in Data Science from top universities
- Ensures high quality learning experience
Learning Approach
- Learning through case study approach
- Theory → Hands On → Case Study → Project → Model Deployment
10+ Industry Projects
- 10+ Industry related projects
- Enabling candidates to gain real time skills, also boosting confidence for real challenges
PAT (Placement Assistance Team)
- Dedicated PAT (Placement assistanceTeam)
- Resume assist service
- Mapping candidates to verified jobs by PAT team
- Supporting in Interview preparation
24x7 Cloud Lab for ONE year
- High capacity data science cloud lab
- All Machine Learning python and R scripts on cloud lab for quick reference
- Enable participants to practice Data Science even with their mobile phones through cloud lab
FAQ's
- Can I pay course fee in installment
Total course fee should be paid before 50% of the course completion. We also have EMI option tied up with bank. Check with coordinators.
- Do I have to buy any software?
No, Most of software are free and open source. The guidelines to setup software is a part of course.
- Is this Classroom or Online Course?
Certified Data Scientist is delivered in both Classroom and Online mode. Classroom is provided in selected cities in India such as Bangalore, Hyderabad.
- Is the Exam fee included in the course fee?
Yes. The IABAC Exam fee is included in the course fee. No extra fee is charged.
- What if I miss a session?
All the online sessions are recorded and shared so you can revise the missed session. For Classroom, speak to the coordinator to join the session in another batch.
- Do I get Job assistance?
We have a dedicated PAT (Placement Assistance team) to provide 100% support in finding your dream job.
Data Science Course Curriculum:
This course covers following concepts.
COURSE 1 : Python for Data Science
The following topics are covered here
Module 1 - Introduction to Data Science with Python
- Installing Python Anaconda distribution
- Python native Data Types
- Basic programing concepts
- Python data science packages overview
Module 2 - Python Basics: Basic Syntax, Data Structures
- Python Objects
- Math & Comparision Operators
- Conditional Statement
- Loops
- Lists, Tuples, Strings, Dictionaries, Sets
- Functions
- Exception Handling
Module 3 - Numppy Package
- Importing Numpy
- Numpy overview
- Numpy Array creation and basic operations
- Numpy Universal functions
- Selecting and retrieving Data
- Data Slicing
- Iterating Numpy Data
- Shape Manupilation
- Stacking and Splitting Arrays
- Copies and Views : no copy, shallow copy , deep copy
- Indexing : Arrays of Indices, Boolean Arrays
Module 4 - Pandas Package
- Importing Pandas
- Pandas overview
- Object Creation : Series Object , DataFrame Object
- View Data
- Selecting data by Label and Position
- Data Slicing
- Boolean Indexing
- Setting Data
Module 5 - Python Advanced: Data Mugging with Pandas
- Applying functions to data
- Histogramming
- String Methods
- Merge Data : Concat, Join and Append
- Grouping & Aggregation
- Reshaping
- Analysing Data for missing values
- Filling missing values: fill with constant, forward filling, mean
- Removing Duplicates
- Transforming Data
Module 6 - Python Advanced: Visualization with MatPlotLib
- Importing MatPlotLib & Seaborn Libraries
- Creating basic chart : Line Chart, Bar Charts and Pie Charts
- Ploting from Pandas object
- Saving a plot
- Object Oriented Plotting : Setting axes limits and ticks
- Multiple Plots
- Plot Formatting : Custom Lines, Markers, Labels, Annotations, Colors
- Satistical Plots with Seaborn
Module 7 - Exploratory Data Analysis: Case Study
COURSE 2 : Statistics for Data Science
The following topics are covered here
Module 1: Introduction to Statistics
- Two areas of Statistics in Data Science
- Applied statistics in business
- Descriptive Statistics
- Inferential Statistics
- Statistics Terms and definitions
- Type of Data
- Quantitative vs Qualitative Data
- Data Measurement Scales
Module 2: Harnessing Data
- Sampling Data, with and without replacement
- Sampling Methods, Random vs Non-Random
- Measurement on Samples
- Random Sampling methods
- Simple random, Stratified, Cluster, Systematic sampling.
- Biased vs unbiased sampling
- Sampling Error
- Data Collection methods
Module 3: Exploratory Analysis
- Measures of Central Tendencies
- Mean, Median and Mode
- Data Variability : Range, Quartiles, Standard Deviation
- Calculating Standard Deviation
- Z-Score/Standard Score
- Empirical Rule
- Calculating Percentiles
- Outliers
Module 4: Distributions
- Distribtuions Introduction
- Normal Distribution
- Central Limit Theorem
- Histogram - Normalization
- Other Distributions: Poisson, Binomial et.,
- Normality Testing
- Skewness
- Kurtosis
- Measure of Distance
- Euclidean , Manhattan and Minkowski Distance
Module 5: Hypothesis & computational Techniques
- Hypothesis Testing
- Null Hypothesis, P-Value
- Need for Hypothesis Testing in Business
- Two tailed, Left tailed & Right tailed test
- Hypothesis Testing Outcomes : Type I & II erros
- Parametric vs Non-Parametric Testing
- Parametric Tests , T - Tests : One sample, two sample, Paired
- One Way ANOVA
- Importance of Parametric Tests
- Non Parametric Tests : Chi-Square, Mann-Whitney, Kruskal-Wallis etc.,
- Which Test to Choose?
- Ascerting accuracy of Data
Module 6: Correlation & Regression
- Introduction to Regression
- Type of Regression
- Hands on of Regression with R and Python.
- Correlation
- Weak and Strong Correlation
- Finding Correlation with R and Python
COURSE 3 : Machine Learning Associate
The following topics are covered here
Module 1: Machine Learning Introduction
- What is Machine Learning
- Applications of Machine Learning
- Machine Learning vs Artificial Intelligence
- Machine Learning Languages and platforms
- Machine Learning vs Statistical Modelling
Module 2: Machine Learning Algorithms
- Popular Machine Learning Algorithms
- Clustering, Classification and Regression
- Supervised vs Unsupervised Learning
- Application of Supervised Learning Algorithms
- Application of Unsupervised Learning Algorithms
- Overview of modeling Machine Learning Algorithm : Train , Evaluation and Testing.
- How to choose Machine Learning Algorithm?
Module 3: Supervised Learning
- Simple Linear Regression : Theory, Implementing in Python (and R), Working on use case.
- Multiple Linear Regression : Theory, Implementing in Python (and R), Working on use case.
- K-Nearest Neighbors : Theory, Implementing in Python (and R), KNN advantages, Working on use case.
- Decision Trees : Theory, Implementing in Python (and R), Decision |Tree Pros and Cons, Working on use case.
Module 4: Unsupervised Learning
- K-Means Clustering: Theory, Euclidean Distance method.
- K-Means hands on with Python (and R)
- K-Means Advantages & Disadvantages
COURSE 4 : Machine Learning Expert
The following topics are covered here
Module 1: Advanced Machine Learning Concepts
- Tuning with Hyper parameters.
- Popular ML algorithms,
- Clustering, classification and regression,
- Supervised vs unsupervised.
- Choice of ML algorithm
- Grid Search vs Random search cross validation
Module 2: Principle Component Analysis (PCA)
- Key concepts of dimensionality reduction
- PCA theory
- Hands on coding.
- case study on PCA
Module 3: Random Forest - Ensemble
- Key concepts of Randon Forest
- Hands on coding.
- Pros and cons.
- case study on Random Forest
Module 4: Support Vector Machine (SVM)
- Key concepts of Support Vector Machine.
- Hands on coding.
- Pros and Cons.
- case study on SVM
Module 5: Natural Language Processing (NLP)
- Key concepts of NLP.
- Hands on coding.
- Pros and Cons.
- Text Processing with Vectorization
- Sentiment analysis with TextBlob
- Twitter sentiment analysis
Module 6: Naïve Bayes Classifier
- Key concepts of Naive Bayes.
- Hands on coding.
- Pros and Cons
- Naïve Bayes for text classification
- New articles tagging
Module 7: Artificial Neural Network (ANN)
- Basic ANN network for Regression and Classification
- Hands on coding.
- Pros and Cons
- Case study on ANN, MLP
Module 8: Tensorflow overview and Deep Learning Intro
- Tensorflow work flow demo
- Introduction to deep learning.
COURSE 5 : Tableau Foundation
Module 1: Tableau Introduction
- Tableau Interface
- Dimensions and measures
- Filter shelf
- Distributing and publishing
Module 2: Connecting to Data Source
- Connecting to sources, Excel, Data bases, Api , Pdf
- Extracting and interpreting data.
Module 3: Visual Analytics
- Charts and plots with Super Store data
Module 4: Forecasting
- Forecasting time series data
COURSE 6 : Data Science Business Concepts
Module 1: Understanding Business Case
- Components of Business Case.
- ROI calculation techniques.
- Scoping
Module 2: Writing Data Science Business Case
- Defining Business opportunity.
- Translating to Data Science problem.
- Creating project plan
Module 3: Benefits Analysis
- Demonstrating break even and benefits analysis with Data Science Solutions.
- IRR benefits analyis
- Discounted Cash Flow
Module 4: Starting project, Setting up Team and closing
- Initiating Project
- Setting up the Team
- Controling project delivery
- Closing project.
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Google Reviews
Katakam Suresh Reddy
10:33 09 Jan 19
If u want to start ur career as a data scientist in short span of time ..I would suggest DATAMITES institute, it’s great place to learn. Trainer, Mr.Ashok has been excellent and he covered almost all algorithms in Machine learning and good knowledge on statistics too.He will connect every problem with real time examples that will help us to learn quickly.All the best to all ..happy learning.
Kirthan s
08:24 31 Dec 18
One of the best institute for Data science. Classroom training is really helpful to understand and clear the doubts. Mr Ashok kumar is teaching is very good. He will teach almost all machine learning algorithm and makes us to practice parallel in class. I really suggest this institute whoever want to build a career as a Data Scientist
Sunitha Kumar
13:30 13 Dec 18
Best place to learn Data science course, couching is best by the trainer Ashok, his knowledge on data science is very good. we can gain very good knowledge by doing projects provided by Datamites. Overall very good place to get certified on Data science.
harsha yerasi
14:15 12 Nov 18
A good institute for people who want to start their carieer in data science or machine learning.Excellent tutor.. Ashok is very patient and experienced person... Thank you sir, that has been a wonderful journey.
Abhishek Sarkar
07:52 12 Nov 18
If you are new to analytics, this is a great place to start the beginners level. Even if you do not know coding, just put a little effort and you will be fine.Ashok is very good at what he teaches especially machine learning Regarding improvement, a bit more detailed coverage regarding statistics concepts is required.
nithin bv
16:33 05 Nov 18
I had attended the training at Datamites. Training has been excellent. Trainer Ashok has been excellent. He will explain every topic with its physical meaning and background theory. Also he address with clear explanation, even if query looks simple.
Amit jha
14:53 05 Nov 18
It's very good institute for Data Science and Machine Learning.Trainer(Ashok) is very good and helpful.Trainer will teach Data Science and Machine Learning with Python.He will also teach basic of Deep Learning and Tableau.overall it's very good place to learn Data Science and Machine Learning for both technical and non-technical people.We search a lot of courses online to learn data science and machine learning. Trust me the subject and its application is massive. Its not a joke to learn such a subject in a short period of time. I recommend the course for everyone who are interested in starting their journey towards DS & ML. Every single penny spent here is worth it. Trust me you will not be disappointed.
Rajesh Kannan
11:46 03 Sep 18
Trainer Ashok is exceptionally good. Best part of the Training is along with Theory concepts, we are asked to practice live in the class itself. All essential things are covered to start our journey in Data Science domain.Apart from the Training aspect, job assistance and support from PAT Team should be improved. Response rate is low.
Rakesh Kumar
19:48 02 Sep 18
It's very good institute for Data Science and Machine Learning.Trainer(Ashok) is very good and helpful.Trainer will teach Data Science and Machine Learning with Python.He will also teach basic of Deep Learning and Tableau.overall it's very good place to learn Data Science and Machine Learning for both technical and non-technical people.
KrishnaMurthy G
07:13 27 Aug 18
I strongly recommend to learn Data Science from Mr. Ashok (Datamites). Mr. Ashok has in-depth knowledge in technical, functional and domain. He explains every concept with real time examples and scenarios. He is friendly and easily approachable for all queries and support. Keep up the good work 🙂
Ramesh Rajamoni
15:58 25 Aug 18
This is my third week into the Certified Data Scientist program. I am very much impressed by the training sessions conducted by the trainer Mr.Ashok. His classroom sessions have been exceptionally professional , also very easy to follow the concepts and on hands sessions. The clarifications and example he quotes are really practically and you can related to them easily. He also shares very useful articles and trends in the Data Science field. So far So good!. .
Aditya P
07:55 25 Aug 18
A really good place to start your data science career. Mr. Ashok has exceptional knowledge in the field and provides great training. The projects given help immensly with hands on experience.
shiva prasad
13:29 30 Jul 18
Great learning experience at Datamites. Prof. Ashok is well acquainted in Data science and ML. He made sure everyone gets the understanding of DS & ML. Will recommend learning at Datamites
vinod madiri
17:57 09 Jul 18
Feel so satisfied with the training going on. The trainer (ASHOK) explains each topic in detail. Quires are clearly explained within the training session . A non techie guy can also understand the exact work flow of any ML(machine learning) and work on any project related. His teaching and command on Data science helps us to learn and explore more on Data-science in short period. Its a good choice to get associated with Datamites.Ashok makes Data-science much easier.
aiswarya ramesh babu
07:21 09 Jul 18
Good place to start the career in Data Science. Lot of diversity among students from across the country. The speed at which the topics are taken is challenging but manageable. Lot of assistance from staff and peers!
Kishore Chand
05:38 09 Jul 18
It is my third week in the Certified Data Scientist program at Datamites and so far the learning experience is very satisfying. I have attended a few online courses on this subject and say confidently that Prof. Ashok is one of the best to train this subject. He is very approachable, friendly and teaches with high-energy. Our batch is a mix of students with and without CS background and he handles the expectations seamlessly. The response time from their administrative team Ms. Jessy is also very good.
ANAND PARWATIKAR
17:54 20 Jun 18
We search a lot of courses online to learn data science and machine learning. Trust me the subject and its application is massive. Its not a joke to learn such a subject in a short period of time. But Ashok (The trainer) makes life easy for you in this journey of getting acquainted with data science and ML. His experience is vast and the way he teaches is very easy to understand. Though i am not from engineering background, i am able to create models and understand python as a language and apply it.I recommend the course for everyone who are interested in starting their journey towards DS & ML. Every single penny spent here is worth it. Trust me you will not be disappointed.
Sunaad Rao
04:29 20 Jun 18
Ashok, is an amazing teacher with the ability to make students grasp difficult concepts with ease. Certified Data Scientist program is a nice starting point for beginners who are completely new to data science and machine learning. Suggestion to Datamites. This course curriculum needs to be revisited as 8 days is less for this course. Ideal is around 12 days. Advanced topic should be covered in detail.
Trisrota Mukherjee
05:42 18 Jun 18
Datamites is an excellent place to learn Data Science. Course material is very good and I was lucky to get training from Mr. Ashok who has a wide knowledge and experience in this domain and was always ready to clear all the doubts whenever we asked. . Thank you team Datamites . I will strongly recommend this course.
Manu Deep
09:58 17 Jun 18
Great place to start!!Topics covered and examples given are perfect . Mr. Ashok is highly knowledgeable and the staff members were friendly worth it.
Ramdas Muchkure
09:56 17 Jun 18
Datamites is one of the Excellent place for Data Science. The management is Awesome. My trainer Mr. Ashok Kumar is Excellent Coach for Data science. I would like to take this movement and thank you my trainer and management for their support in my learning. Thank you Ashok sir and Thank you datamites team.Regards,Ramdas.
Rahul Sharma
10:51 12 Jun 18
Datamites is not just a institute - its a place to specialize in Data Science . I got a chance to learn from experienced trainers. Join courses here if you want to get 'the real ' experience on Data Science and how it is maturing as an industry. Recommended institute also for IT seniors looking to re-skill.
manoj naik
19:11 11 Jun 18
This institution has built my confidence in making my dream career in datascience... Rather than telling institute, I wud prefer to say a nice place to learn. Very friendly people. Training materials are very good. Trainer has sound knowledge on showcasing what's the best way for a beginner. I loved this place
Aditya Nomula
15:37 17 May 18
DataMites Is a great place to gain knowledge compaire to other traning institute in Bangalore.It's Excellent place to learn Data science and Machine Learning.The traning is highly structured and well designed for jobs in Data Science, behind this Non other one My trainer Mr. Ashok Kumar(IIMA), who is Master inData science and Machine Learning. I am blessed to have best trainer like Ashok, its really best training institute in Bangalore. Finally I show a Immune gratitude towards trainer and staff.
Abhed Sivan V.
10:21 01 May 18
Presently studying the Data Science course here under the trainer Mr. Ashok. His way of training and knowledge on the subject are excellent and I am glad that I joined Datamites.
Surya Vutukuri
06:56 09 Apr 18
DataMites is one of the best training institute in Bangalore. It's a best place to learn Datascience and Machine learning.And the man behind this my trainer Mr.Ashok Kumar, who is master in Datascience and Machine Learning. I'm glad to learn under him. I had great time Learning with DataMites...once again a bigg Thank you for the staff and my Trainer?
usha rani
13:56 01 Apr 18
DataMites is the only accredited institute for Data Science I found and enrolled for the course. The training is well structured and to the point for cracking Data Science jobs. Done more projects and they promised. Trainer Mr. Ashok is from IIMA, handling Data Science projects, takes training himself. Best trainer. DataMites is the best institute for Data Science. Just go for it.
shreya hegde
14:11 30 Mar 18
Datamites is the best learning institute. Trainers are good and knowledgeable in Data science. Highly recommendable for people looking out to pursue in Data Science career.
Dr. Beena B.M.
05:43 30 Mar 18
Datamites is one of the best training institute in Bengaluru. I was lucky enough to learn under Mr. Ashok Kumar who has impeccable knowlegde in Data Science and Machine Learning. I had a great learning experience in Datamites.
shreyas donki
06:43 20 Mar 18
Best place to learn data science from the master himself.Mr. Ashok is a stalwart when it comes to ML and DS.His knowledge and experience are priceless.His ways of teaching are seems less and near perfect.Cheers Datamites!!
Shiva Kumar
19:59 21 Feb 18
I Strongly Recommend for Data Science training in Bangalore. Excellent training program.
SAM S
19:55 21 Feb 18
Excellent training. Very Professional, training material and timing are good. I will recommend for python for Data science training in Bangalore.
jay jaban
14:14 18 Feb 18
Best training institute for machine learning with data science courses... training and materials are good. Strongly recommend Datamites for data scientist training.
Shiva P
20:35 08 Feb 18
One of the best training institutes for Machine learning with data science in Bangalore. Trainer Mr. Ashok is good and having excellent subject knowledge. Course Material also good. Overall course is well structured.. I strongly recommend Datamites for data scientist training in Bangalore..
nandish manangi
06:36 28 Nov 17
Hello Everyone, I am Nandish Manangi and a proud Datamites evangelist. I want to take this opportunity to pen down my experience in the form of this review. First of all, I happen to meet a great scholar by name Ashok, who taught us to be aspiring in the world of Data Science. He has impeccable Data Science knowledge and experience in this domain. His real time practical examples gave us Experiential learning during our training sessions. The content from IABAC is excellent and I am privileged to be associated with Datamites. I request all students, corporate and aspiring candidates to come and enjoy a great learning experience. I am sure you will be honored to be identified as Datamites for rest of your career. Good Luck.
Cherry Salvator
15:47 17 Oct 17
DataMites, I recommend for Analytics training in Bangalore. Best in providing a learning environment for tools like tableau and r training so sign up for it without hesitation. Cheers !!!
Anjali Pati
05:15 24 Sep 17
Appreciate the efforts by DataMites team in providing Data Science Foundation course to our batch. The course materials and assignments given by the faculties helped me a lot in understanding basic fundamentals of the course. Over ally a good learning experience for me.
Nanda Shekar
12:12 23 Sep 17
I enrolled for data science with R certification course and I am much satisfied with the training provided. Thanks to DataMites team to help me grabbing the concept quickly.
Sampath Sirangi
15:29 20 Sep 17
Thank you very much Datamites, really appreciate the sessions and the staff who are strong knowledge on Data science. I recommend this institute for for Data Science beginner. Very helpful sessions for who want to start the carrier as Data Scientist..
kavati saikumar
12:06 20 Sep 17
Good training for data scientist course... thank DataMites and I strongly recommend this institute for data science courses.....
Alamuri Rajasekhar Reddy
05:16 10 Aug 17
DataMites is one of the best institutes for data science training in Bangalore. Training sessions were very interactive. Trainer has very good subject knowledge.Thank you Datamites for wonderful and fruitful training.
