Data Science with Python Training in Indore IgmGuru offers Data Science with Python Training in Indore. Data Science with Python Course in Indore has been designed after consulting with industry expert. The reason we have done this is because IgmGuru wanted to embed the topics and techniques which are practiced and are in demand in the industry – conduct them with the help of pedagogy which is followed across universities.In doing so, IgmGuru make our learners more industry/job-ready and this course is the gateway towards your Data Science career. Data Science with Python Course in Indore Overview IgmGuru is one of the best Python Training Institute in Indore which delivers a high level of quality training with the help of Industry Expert Professionals. The demand and the supply gap for a data scientist is ever increasing. In fact, in one of its surveys, IBM predicts increment in data science jobs to be 364,000 to 2720,000 in 2020 which is only going upwards in the subsequent years. Python, as a programming language, is immensely popular for building data science-based applications owing to its simplicity, and large community support and ease of deployment. IgmGuru's Data Science with Python Course in Indore has been designed keeping in mind about learners who have zero to some level of exposure to Python. Any ideal session in this course would dedicate a good amount of time to understanding the theoretical part after which we will be moving on to the application of theoretical concepts by doing hands-on these statistical techniques. You would be provided with a lot of data set to practice things during the session and also to practice later on in the form of self-study which will help you in your journey of applied data science with python. The three main pillars of Data Science with Python Training in Indore. 1. Application of mathematical and statistical concepts 2. Expressing them using a programming language or a tool/platform 3. Particular business domain The Data Science with Python Training in Indore modules focuses on explaining various use cases, some of the very famous applications/services which use Python, and then we gradually move to understand data science workflow using Python theoretically. We will help you understand the basic components of any data science model, right from fetching your data from your database to building a model that is in a deployable form. What are the key deliverable's in Data Science with Python Course in Indore As you will progress in the Data Science with Python Training in Indore, you will get to know the below things Statistics for data science Basic data cleaning techniques for model building Converting your raw data into a machine consumable format Working principle of machine learning models and their applicability Understanding the parameters required for checking model accuracy Deploying the model to make it available as a service Maintaining the model over a period of time With respect to the above steps, you will also learn how to use data science specific libraries in Python eg. Frequently used libraries in data cleaning like NumPy, pandas, spicy, groupby, merge; data plotting libraries like matplotlib, seaborn; machine learning-based modules available inside scikit learn for building various regression and classification based algorithms, libraries to check model accuracy like confusion matrix, MSE, RMSE, Natural Language-based libraries like NLTK, genism, VADER. A good amount of content has also been dedicated to Natural Language Processing techniques and various web scraping methodologies. Of late, NLP is gaining a lot of popularity owing to use in our day to day life eg. Mails, tweets, FB posts, WhatsApp chats are ideal input for any NLP based models. You are very likely to experience NLP based openings which is now-a-days considered to be a speciality within the Machine Learning branch. Hence assessing the market based demands, we have specifically designed modules to upskill you in this area as well – mostly its applied data science with python A very significant model in the area of NLP is Sentiment Analysis which is something we will be building to start things of and will move on to build much complex algorithm in this area.