Stay Ahead with cutting edge technology

Data Science Online Course in Bangalore BTM

Data science is an advanced technology that reduces human effort and involves certain techniques such as coding, mathematics, statistics and machine learning, data mining, and visualization. Make your passion your career. Start your journey of exploring Data Science. Be it Data Scientist, Data Analyst or any other expert related to the field, Upskill iQ has a course for you. Get ready for the bestjob in the world as we provide best online data science course in Bangalore BTM.

Data Science

Data Science is a multi-disciplinary domain that uses lots of methods, processes, algorithms, statistics to collect raw unstructured data, analyze the collected data to derive some meaningful information and insights that can be used for making predictions and decision making. In the closure of Flipkart v. Walmart deal, Data Science was used to help save some losses. Also, data science techniques have taken the Oyo project to unprecedented heights in hospitality sector. These are some of examples on how Data Science has been benefitting our businesses.

Data science is an integration of artificial intelligence. Data science is used to solve complex problems in a simple way. Data science will help test your business. Let us put it in a better way, If a customer buys something from you from his or her past, then based on the customer's past history and the data we had we can customize the products to him and there is little chance of losing the customer.

Data Science training in bangalore
Data Science Training in Bangalore
The beauty of data science is automotive, Imagine your car taking you to your home without the need for anyone. The vehicle can receive information from the sensors and drive accordingly and result in a reduction in the accident rate. The most important factor in data science is the prediction of natural disasters. We can save many lives by using this technology.

Our Data science course plays a key role in making the right route planning so that customers get the flight at the required time and time. Predictability analysis will be performed using data science to predict flight details. Data science is also used in the supply chain to use the shortest and best way to ship products. With the simplest data science training professionals, Upskill IQ trains one to practice the art of Data Science. The term “Data Scientist” has been coined after considering the very fact that a Data Scientist draws tons of data from the scientific fields and applications whether it's statistics or mathematics.

About Course

Upskill iQ has designed its Data Science course in a way to equip you with various techniques to collect the correct and interesting data, to be able to analyze any new set of data, and to utilize the findings for business purposes. Whether you are interested in being a Data Scientist, Data Analyst or any other expert related to the field, Upskill IQ has a course for you.
With Python being one of the most readable and popular languages, Upskill IQ makes sure you gain your expertise in it while you are gaining expertise in Data Science which will help you train in presenting the data in a much more useful form as compared to the raw data available to them from structured as well as unstructured forms.

Data Science was ranked as bestjob of the year in 2018 and for three consecutive years by Glass Door and it is showing no signs of slowing down. Data Science is a hot career option currently with ever growing jobs in industries across all sectors. India is second only to the United States in generating 50,000 jobs in 2020 in the field of Data Science. With the 21st century information revolution, industries are investing in Data Science to generate meaningful data for critical decision making. Harvard Business School has dubbed Data Science “sexiest job of 21st Century”. For aspiring candidates looking for exponential future growth, Data Science is the domain to get skilled.
Bangalore is widely considered the "Silicon Valley of India" (or "IT capital of India") due to its role and with the rising importance of Data Science, the power to require existing data that's not necessarily useful on its own and mix it with other data points to get insights on a corporation are often used to learn more about its customers and audience.

Data Science is not only used by big tycoons like IBM, Mckinsey, Microsoft etc., it is equally required in medium businesses and startups across all sectors like Banking, music & entertainment, education, government, etc. Learning from Upskill IQ's Data Analytic experts, one can build machine learning pipelines and personalized data products to raise understanding of their business and customers to form better decisions.
The salary structure of the domain has considerably increased in the last 4 years with around 15.6 lakhs in destinations like Mumbai to 14.6 lakhs in destinations like Bangalore. The number of job roles that the domain offers is also very wide. You may become a Data Scientist, Data Architect, Data Analyst, Data Engineer, Enterprise Architect, etc. Data Science is the key to get ahead in the global competition. It continues to evolve as the one of the most in demand career paths for skilled professionals.

Data Science with Python

 (60 hrs)

TOPIC 1: Introduction to Analytics and Type of Analytics ( 2 hrs)

  • Descriptive Analytics
  • Diagnostic Analytics
  • Predictive Analytics
  • Prescriptive Analytics
  • Cognitive Analytics

TOPIC 2: Basic Python Programming (2 hrs)

  • Basic Python Programming

      ↪Modules, Arithmetic,

      ↪Functions, Strings, Lists

      ↪Tuples, Dictionaries, Sets, Control Flow


  • Plotting Graphs using Matplotlib module

      ↪Line Plots, Bar Plots ,

      ↪Histograms and Density Plots,

      ↪Box Plots, Area Plots, Pie Chart,

      ↪Scatter Plots ,Saving plots to file

TOPIC 4: NUMPY (2 hrs)

  • The NumPy ndarray: A Multidimensional Array Object

      ↪Creating ndarrays , Data Types for ndarrays, Operations between Arrays and Scalars

  • Indexing

      ↪Basic Indexing and Slicing, Boolean Indexing,

  • Transposing Arrays and Swapping Axes
  • Universal Functions: Fast Element-wise Array Functions

TOPIC 5: PANDAS ( 2 hrs)

  • Introduction to pandas

    ↪Creating Series and DataFrames

  • Accessing Elements from Series and Data Structure
  • Filtering Missing Data, Filling Missing Data
  • Vectorized Operations, Pandas SQL Operations

TOPIC 6: Statistics ( 2 hrs)

  • Introduction to Statistical Analysis
  • Exploratory Data Analysis
  • Introduction to Probability
  • Probability Distribution Functions
  • Random Processes
  • Inferential Statistics

  • TOPIC 7: Scipy (2 hrs)

  • Introduction and characteristics of Scipy
    • Scipy Subpackages like Optimization,
    • Integration, Linear Algebra, Statistics
  • TOPIC 8: Machine Learning (25 hrs)

    • Introduction to Machine learning and Sciket Learn
    • Data Extraction and Wrangling

        ↪Algorithms :

    • Regression
      • Linear ,Multi Linear Regression
    • Classification
      • Logistics Regression, Decision Trees, Random Forest,
      • Naive Bayes, KNN
    • Unsupervised Learning Models
      • Algorithms
    • Clustering
      • K-Means
    • Dimensionality Reduction
      • PCA
    • Time Series Model
      • AR Model
      • MA Model
      • ARIMA Model
    • Model Selection and Boosting

    TOPIC 9: Deep Learning (20 hrs)

    • Introduction to Deep Learning
    • ANN

    o  Neuron, Activation function, Gradient Descent, Backpropogation

    • Tensor flow

    o  Tensorflow Basics, Graph visualization, Constants, place holders and variables and model creation

    • CNN

    o  CNN Application, Architecture of CNN, convolution and Pooling layers

    • RNN
  • Application use cases of RNN, training RNN with Backpropagation, LSTM and Model creation
  • The first and foremost requirement is your enthusiasm and hard work. One way of complying with the prerequisite is to have a resonating academic background. Apart from that, Data Science being technical and analytical requires expertise in various subjects like mathematics, statistics, IT and Computer Science and communication. A bachelor’s degree in any of these subjects or related fields is very helpful. However, no coding experience is required.

  • Our Online Data Science Training is provided by Industry expert instructors from Bangalore, Karnataka.
  • Data Science Certification Online Course covers interview questions and all real time scenarios being asked by MNCs.
  • 24/7 Support by our experts to help no matter what the issue is.
  • Flexible hours of Real time Training as per your convenience at your place.
  • Upskill IQ will help you develop analytical skills to understand and analyze any new data. It is designed to make you job ready.
  • You can learn at your pace, no matter if you are a beginner or already having subject knowledge.
  • Learning from the expert will increase your confidence and take your career to new heights.
  • Upskill IQ believes in delivering outstanding career outcomes, it provides mentoring guidance by data science professionals, not just during the course but until the student is assured of 100% placements.
  • You can opt for flexible timings or weekend classes, as per your convenience.
  • Best Data Science courses with Python and R Training in Bangalore.