Week 7
Machine Learning
Machine Learning is one of the fanciest words that we hear these days which is also termed as new generation technology and has dominated this whole world in the era of technology. You name any device that exists today that is fully focused on AI, ML, and DL. Interestingly, the scope of this technology is also comparatively high in the market and the demand is going to explode by nearly 33% by the end of 2025. This is one of the reasons why people are shifting their careers to this field and they’re actively learning about this technology. If you wish to learn it from scratch, you may refer to Machine Learning Basic and Advanced – Self-Paced course that has been tailored to provide data processing methods in python to make you an industry expert. meanwhile, let’s look at the journey that you’re going to explore in the 7th week of data science.
Supervised Learning
Unsupervised Learning
- K-means Clustering – Introduction
- DBscan Clustering – Density-Based Clustering
- KNN (k-nearest neighbors)
- Hierarchical Clustering (Agglomerative and Divisive clustering)
- Anamoly Detection
- Principal Component Analysis – PCA Introduction
Decision Tree
How to Learn Data Science in 10 weeks?
The magic of “Data Science” has exploded in the entire market and has become a major wagon for all scales of businesses. Today, the decisions companies are making along with the forecast are solely dependent on data science. The field of data science has grown more than 3x folds, especially during the recent pandemic, as everyone was forced to work remotely, and thus it has opened many doors of opportunities for companies and working professionals to switch or start their careers in this field.
Recent stats have also suggested that almost 40% of companies have slashed their unwanted expenditure and that’s how more than 50,000 jobs have been generated in this field. Even if you talk about current stats, there are more than 1 lakh jobs available alone in India and more than 10 lakhs are there at a worldwide level. This clearly indicates that the scope in the field of data science is going to be glorious in the upcoming years. Now, the question arises is how to learn data science in 10 weeks? Learning could be fun and interactive only if you’ve chosen the right path and resources. In this article, we’ll see the steps, procedure, material, and allocation of time for learning data science right from the beginner’s level. Let’s find out:
But, before we move ahead, you must understand why you should opt for Data Science as a career point of view.
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